From f48b477fd340928d11869ca8149cd880d0e294a1 Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Wed, 22 May 2024 11:49:21 +0200 Subject: [PATCH 01/64] Logo at top of sidebar Fixes #263 --- app/sidebar.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/app/sidebar.py b/app/sidebar.py index 4a2fdfcb..46e388ff 100644 --- a/app/sidebar.py +++ b/app/sidebar.py @@ -7,7 +7,15 @@ from ptxboa.api import PtxboaAPI +@st.cache_resource() +def sidebar_logo(): + st.image("img/agora-energiewende_logo_612x306.png") + + def make_sidebar(api: PtxboaAPI): + with st.sidebar: + sidebar_logo() + st.sidebar.subheader("Main settings:") # get list of regions that does not contain subregions: From bbe2a998a2f7944de92e8ba7e4af4be267a90b52 Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Wed, 29 May 2024 16:09:14 +0200 Subject: [PATCH 02/64] update streamlit to 1.35.0 --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 8ca319e4..9787c460 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,6 +1,6 @@ pandas==2.2.1 numpy==1.26.4 -streamlit +streamlit==1.35.0 openpyxl==3.1.2 plotly==5.19.0 streamlit-antd-components From cb9441603737fc404eabc0e25c6938f4c4f9b03b Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Wed, 29 May 2024 17:11:19 +0200 Subject: [PATCH 03/64] use st.logo --- app/sidebar.py | 13 +++++++++++-- img/logo_agora_no_text_257x100.png | Bin 0 -> 8236 bytes img/logos_wide_no_text_1000x100.png | Bin 0 -> 24084 bytes img/logos_wide_text_1000x100.png | Bin 0 -> 37729 bytes 4 files changed, 11 insertions(+), 2 deletions(-) create mode 100644 img/logo_agora_no_text_257x100.png create mode 100644 img/logos_wide_no_text_1000x100.png create mode 100644 img/logos_wide_text_1000x100.png diff --git a/app/sidebar.py b/app/sidebar.py index 46e388ff..df2c8d87 100644 --- a/app/sidebar.py +++ b/app/sidebar.py @@ -13,8 +13,17 @@ def sidebar_logo(): def make_sidebar(api: PtxboaAPI): - with st.sidebar: - sidebar_logo() + st.logo( + image="img/logos_wide_text_1000x100.png", # gets scaled to 240x24 by streamlit + icon_image="img/agora-energiewende_logo_612x306.png", + link="https://agora-energiewende.org", + ) + + # st.logo( # noqa E800 + # image="img/logos_wide_no_text_1000x100.png", # noqa E800 + # icon_image="img/logo_agora_no_text_257x100.png", # noqa E800 + # link="https://agora-energiewende.org", # noqa E800 + # ) # noqa E800 st.sidebar.subheader("Main settings:") diff --git a/img/logo_agora_no_text_257x100.png b/img/logo_agora_no_text_257x100.png new file mode 100644 index 0000000000000000000000000000000000000000..fda0ff9a72b0dcdfff6e577fc4e549254e9015d5 GIT binary patch literal 8236 zcmXY0Wn7cr+aEAs^ax=f4HAMhQlnF)Bm|^GN|4x(7&W?6q!fpMf*>i0sxgsBsbRh*gcWEh6xM+5a9Ut;P`%%_XYr1+McN>8u(i5niFL+ zzNyUFL&CWI9g?y?jhb;%u@iAJgs?19u7vba(CEGlSfHa=$dykcyaERL#w{K%A1J7* zsIn?ZDuL9Ma93D~o_SaGa!tED^&gO(FE4J%Z{5pUo%-Crhu&}1H#fX5-pl&Di_kjX 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zdw>P-C1Q{oa^L{xoXF5$UVt5&NdL-_g8`7=+m6TVF`y+Umu_LRQ~Tu9)n~54jN?-# z&gb$2uICanEbR&y6kcS*nQjSmxOvXCvPNt5`%=U6J4~C_J-D`&mD;K6oi5#>x4wT` zkO0(Zy&AFpqogP8sJQRQAAb%bF^@K%7Wc zUnyg9D09~u!a_7FqGhXSQJQ3lz4+738avZ+?8J#Jd@i??DQCm^x4Ji{yRFRs zs7N_-#V`?m_4A^lnf~^6B4%IiL*iXn$)rJ7ISR2TUIm|~%=>rlC~Z?686SW21T;dV zGaIlV|9X0yS>2zMnHd_JuOkokR6D5UPTO0G)Qer)-YGYFFS9iF#Js*x6UA{-v83U& zw7T*aUklvp{VHx2wZ-lwSf^2;R-D`{?zVz*7*WwgE;xW_0tb|)4NUC2o>y0LfH<~4 z-I7gYolMn;N1l@s5#Xajpwl-;iIQ+b27nN(?sif4E$*E>DlrYhUmEx|6#$o))R)-S+9C6SR#(|zDeu{%~ul^5mCDz6H~xZH3Z?)BVP#FVs>`+(muoB-OwG5au}quppdG9U6E%Qh9SDf zG`dA{Bi@s>&^0kO*7d`8JAC`X*kQbzTX1mjgVIU(-RCv3Pd}Ayx&;0yl@srOE~8wB ziD^OO1*NHs3eSZxPBT;kvXrjx0YE~qjb&+$UJhBD=qYc&K`Pt&{H#YV-X)&NKdc`<&egfN8_icz$7_}xF~0u|#pdU&YANCoLyvRrmVtfP zT_P`gJ6c&!-yXKgno-2p#bk<@PZ0th%VUJ2g{CfH{|1c?5S{=4 literal 0 HcmV?d00001 From 086791ae3713d27a0678b31aa4af10581869b223 Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Wed, 29 May 2024 18:08:37 +0200 Subject: [PATCH 04/64] Costs by region Graph: select top ten as default setting Fixes #258 --- app/layout_elements.py | 33 +++++++++++++++++++++++++-------- 1 file changed, 25 insertions(+), 8 deletions(-) diff --git a/app/layout_elements.py b/app/layout_elements.py index be805418..5eb466a7 100644 --- a/app/layout_elements.py +++ b/app/layout_elements.py @@ -54,11 +54,17 @@ def display_costs( df_res = df_costs.copy() with c1: + if len(df_res) > 13: + select_options = ["All", "Cheapest 10", "Manual select"] + default_select = 1 + else: + select_options = ["All", "Manual select"] + default_select = 0 # select filter: show_which_data = st.radio( "Select elements to display:", - ["All", "Manual select"], - index=0, + select_options, + index=default_select, horizontal=True, key=f"show_which_data_{key}_{key_suffix}", ) @@ -73,12 +79,23 @@ def display_costs( ) df_res = df_res.loc[ind_select] - # sort: - sort_ascending = st.toggle( - "Sort by total costs?", - value=True, - key=f"sort_data_{key}_{key_suffix}", - ) + if show_which_data == "Cheapest 10": + ind_select = ( + df_res.sort_values(["Total"], ascending=True).iloc[:11].index.to_list() + ) + if st.session_state[key] not in ind_select: + ind_select.append(st.session_state[key]) + df_res = df_res.loc[ind_select] + sort_ascending = False + + else: + # sort: + sort_ascending = st.toggle( + "Sort by total costs?", + value=True, + key=f"sort_data_{key}_{key_suffix}", + ) + if sort_ascending: df_res = df_res.sort_values(["Total"], ascending=True) From 788f1e9b8b7bc731845b4d3583918fe4641eb04c Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Fri, 31 May 2024 12:55:46 +0200 Subject: [PATCH 05/64] do not use ``st.session_state["network"]``. fixes #402 --- app/tab_optimization.py | 2 +- ptxboa_streamlit.py | 4 ---- 2 files changed, 1 insertion(+), 5 deletions(-) diff --git a/app/tab_optimization.py b/app/tab_optimization.py index acf8ff4f..82cc2f95 100644 --- a/app/tab_optimization.py +++ b/app/tab_optimization.py @@ -68,7 +68,7 @@ def content_optimization(api: PtxboaAPI) -> None: with st.container(border=True): st.subheader("Download model") st.markdown(read_markdown_file("md/info_download_model.md")) - download_network_as_netcdf(st.session_state["network"], "network.nc") + download_network_as_netcdf(n=n, filename="network.nc") with st.expander("Debugging output"): st.warning( diff --git a/ptxboa_streamlit.py b/ptxboa_streamlit.py index d7c7be65..a42397f1 100644 --- a/ptxboa_streamlit.py +++ b/ptxboa_streamlit.py @@ -13,7 +13,6 @@ import pandas as pd import streamlit as st import streamlit_antd_components as sac -from pypsa import Network from app.context_data import load_context_data from app.layout_elements import display_footer @@ -59,9 +58,6 @@ # Set the pandas display option to format floats with 2 decimal places pd.set_option("display.float_format", "{:.2f}".format) -if "network" not in st.session_state: - st.session_state["network"] = Network() - if "model_status" not in st.session_state: st.session_state["model_status"] = "not yet solved" From dc2686f0b41c0c78891f6ff7389b7a7dbf61c9dc Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Fri, 31 May 2024 12:58:20 +0200 Subject: [PATCH 06/64] remove obsolete comment --- flh_opt/api_opt.py | 1 - 1 file changed, 1 deletion(-) diff --git a/flh_opt/api_opt.py b/flh_opt/api_opt.py index 9daecad7..bd35c103 100644 --- a/flh_opt/api_opt.py +++ b/flh_opt/api_opt.py @@ -187,7 +187,6 @@ def optimize( ) # add links: - # TODO: account for water demand n.add( "Link", name="ELY", From fe9fe826fad5091aa1264d3bdbc30d8d81d7a7ef Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Mon, 3 Jun 2024 08:34:30 +0200 Subject: [PATCH 07/64] use agora logo for `st.logo` --- app/sidebar.py | 13 +------------ 1 file changed, 1 insertion(+), 12 deletions(-) diff --git a/app/sidebar.py b/app/sidebar.py index df2c8d87..c2c01b30 100644 --- a/app/sidebar.py +++ b/app/sidebar.py @@ -7,24 +7,13 @@ from ptxboa.api import PtxboaAPI -@st.cache_resource() -def sidebar_logo(): - st.image("img/agora-energiewende_logo_612x306.png") - - def make_sidebar(api: PtxboaAPI): st.logo( - image="img/logos_wide_text_1000x100.png", # gets scaled to 240x24 by streamlit + image="img/agora-energiewende_logo_612x306.png", # gets scaled to 240x24 icon_image="img/agora-energiewende_logo_612x306.png", link="https://agora-energiewende.org", ) - # st.logo( # noqa E800 - # image="img/logos_wide_no_text_1000x100.png", # noqa E800 - # icon_image="img/logo_agora_no_text_257x100.png", # noqa E800 - # link="https://agora-energiewende.org", # noqa E800 - # ) # noqa E800 - st.sidebar.subheader("Main settings:") # get list of regions that does not contain subregions: From 03b416f0aadd01745cc510c7cdd64b57db63aa7c Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Mon, 3 Jun 2024 09:28:11 +0200 Subject: [PATCH 08/64] fix missing index error, make possible to set default selection for cost display --- app/layout_elements.py | 43 ++++++++++++++++++++++++++++++------------ 1 file changed, 31 insertions(+), 12 deletions(-) diff --git a/app/layout_elements.py b/app/layout_elements.py index 5eb466a7..28a5bbf0 100644 --- a/app/layout_elements.py +++ b/app/layout_elements.py @@ -25,6 +25,8 @@ def display_costs( titlestring: str, key_suffix: str = "", output_unit: str | None = None, + default_select: int = 0, + default_manual_select: str | None = None, ): """Display costs as table and bar chart.""" if output_unit is None: @@ -39,7 +41,7 @@ def display_costs( with c2: st.info("Input data has been modified. Select which data to display.") select_data = st.radio( - "Select data to display", + "Data to display", ["With Modifications", "Without Modifications", "Difference"], horizontal=True, key=f"select_user_modificatons_data_{key}_{key_suffix}", @@ -53,16 +55,21 @@ def display_costs( else: df_res = df_costs.copy() + if default_manual_select is None: + default_manual_select = df_res.index.values + with c1: if len(df_res) > 13: - select_options = ["All", "Cheapest 10", "Manual select"] - default_select = 1 + select_options = [ + "All", + "Manual selection", + "Cheapest 10", + ] else: - select_options = ["All", "Manual select"] - default_select = 0 + select_options = ["All", "Manual selection"] # select filter: show_which_data = st.radio( - "Select elements to display:", + "Elements to display:", select_options, index=default_select, horizontal=True, @@ -70,20 +77,25 @@ def display_costs( ) # apply filter: - if show_which_data == "Manual select": + if show_which_data == "Manual selection": ind_select = st.multiselect( - "Select regions:", + "Select elements:", df_res.index.values, - default=df_res.index.values, + default=default_manual_select, key=f"select_data_{key}_{key_suffix}", + label_visibility="collapsed", ) df_res = df_res.loc[ind_select] if show_which_data == "Cheapest 10": ind_select = ( - df_res.sort_values(["Total"], ascending=True).iloc[:11].index.to_list() + df_res.sort_values(["Total"], ascending=True).iloc[:10].index.to_list() ) - if st.session_state[key] not in ind_select: + # append the setting from the sidebar if not in cheapest 10 + if ( + st.session_state[key] not in ind_select + and st.session_state[key] in df_res.index + ): ind_select.append(st.session_state[key]) df_res = df_res.loc[ind_select] sort_ascending = False @@ -112,9 +124,16 @@ def display_costs( # add explainer for costs by supply chain comparison: if titlestring == "Costs by supply chain": + if st.session_state["output_unit"] == "USD/t": + unit_note = ( + "The output unit is set to USD/MWh in order to compare energy carriers" + " with different densities. " + ) + else: + unit_note = "" st.caption( ( - "**Note**: Green Iron is not shown in this comparison " + f"**Note**: {unit_note}Green Iron is not shown in this comparison " "as it is not an energy carrier." ) ) From afcd3eeecdedc0519a5e690979e0eb9b873f201b Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Mon, 3 Jun 2024 11:13:36 +0200 Subject: [PATCH 09/64] add region name to hovertext in boxplot outliers Fixes #399 --- app/tab_deep_dive_countries.py | 6 +++++- app/tab_input_data.py | 9 ++++++++- 2 files changed, 13 insertions(+), 2 deletions(-) diff --git a/app/tab_deep_dive_countries.py b/app/tab_deep_dive_countries.py index 67712bf4..1d36e467 100644 --- a/app/tab_deep_dive_countries.py +++ b/app/tab_deep_dive_countries.py @@ -106,7 +106,11 @@ def content_deep_dive_countries( with c_0_1: st.markdown("**Regional distribution**") with c_1_1: - fig = px.box(df) + fig = px.box( + df, + hover_data=[df.index], + hover_name="res_gen", + ) fig.update_layout(xaxis_title=None) st.plotly_chart(fig, use_container_width=True) what_is_a_boxplot() diff --git a/app/tab_input_data.py b/app/tab_input_data.py index b3bef0f9..c0e4d005 100644 --- a/app/tab_input_data.py +++ b/app/tab_input_data.py @@ -77,11 +77,18 @@ def content_input_data(api: PtxboaAPI) -> None: # create plot: if data_selection == "CAPEX": ylabel = "CAPEX (USD/kW)" + hover_name = "process_code" if data_selection == "full load hours": ylabel = "full load hours (h/a)" + hover_name = "res_gen" if data_selection == "interest rate": ylabel = "interest rate (%)" - fig = px.box(df) + hover_name = "parameter_code" + fig = px.box( + df, + hover_data=[df.index], + hover_name=hover_name, + ) fig.update_layout(xaxis_title=None, yaxis_title=ylabel) st.plotly_chart(fig, use_container_width=True) what_is_a_boxplot() From 196f7e2dd377a415a37599c2896d63ed91ae4e15 Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Mon, 3 Jun 2024 11:25:08 +0200 Subject: [PATCH 10/64] improve "What is this?" boxes Fixes #401 --- app/tab_certification_schemes.py | 2 +- app/tab_costs.py | 2 +- app/tab_country_fact_sheets.py | 2 +- app/tab_deep_dive_countries.py | 2 +- app/tab_input_data.py | 2 +- app/tab_literature.py | 2 +- app/tab_market_scanning.py | 2 +- app/tab_optimization.py | 2 +- app/tab_sustainability.py | 2 +- 9 files changed, 9 insertions(+), 9 deletions(-) diff --git a/app/tab_certification_schemes.py b/app/tab_certification_schemes.py index f2f6de3e..3a84d427 100644 --- a/app/tab_certification_schemes.py +++ b/app/tab_certification_schemes.py @@ -75,7 +75,7 @@ def _render_scheme_info(context_data, scheme_name): def content_certification_schemes(context_data: dict): - with st.expander("What is this?"): + with st.popover("*Help*", use_container_width=True): st.markdown(read_markdown_file("md/whatisthis_certification_schemes.md")) helptext = "Select the certification scheme you want to know more about." diff --git a/app/tab_costs.py b/app/tab_costs.py index 73865393..62fc9fba 100644 --- a/app/tab_costs.py +++ b/app/tab_costs.py @@ -25,7 +25,7 @@ def content_costs( costs_per_res_gen_without_user_changes: pd.DataFrame, costs_per_chain_without_user_changes: pd.DataFrame, ): - with st.expander("What is this?"): + with st.popover("*Help*", use_container_width=True): st.markdown(read_markdown_file("md/whatisthis_costs.md")) with st.container(border=True): diff --git a/app/tab_country_fact_sheets.py b/app/tab_country_fact_sheets.py index 6ebabcc1..bde1e352 100644 --- a/app/tab_country_fact_sheets.py +++ b/app/tab_country_fact_sheets.py @@ -149,7 +149,7 @@ def _create_fact_sheet_supply_country(context_data: dict, api: PtxboaAPI): def content_country_fact_sheets(context_data, api): - with st.expander("What is this?"): + with st.popover("*Help*", use_container_width=True): st.markdown(read_markdown_file("md/whatisthis_country_fact_sheets.md")) with st.container(border=True): _create_fact_sheet_demand_country(context_data) diff --git a/app/tab_deep_dive_countries.py b/app/tab_deep_dive_countries.py index 67712bf4..0dbb4ae0 100644 --- a/app/tab_deep_dive_countries.py +++ b/app/tab_deep_dive_countries.py @@ -33,7 +33,7 @@ def content_deep_dive_countries( ------ None """ - with st.expander("What is this?"): + with st.popover("*Help*", use_container_width=True): st.markdown(read_markdown_file("md/whatisthis_deep_dive_countries.md")) st.write("Select which country to display:") diff --git a/app/tab_input_data.py b/app/tab_input_data.py index b3bef0f9..36394720 100644 --- a/app/tab_input_data.py +++ b/app/tab_input_data.py @@ -21,7 +21,7 @@ def content_input_data(api: PtxboaAPI) -> None: ------ None """ - with st.expander("What is this?"): + with st.popover("*Help*", use_container_width=True): st.markdown(read_markdown_file("md/whatisthis_input_data.md")) with st.container(border=True): diff --git a/app/tab_literature.py b/app/tab_literature.py index bd137f3a..f4960691 100644 --- a/app/tab_literature.py +++ b/app/tab_literature.py @@ -21,7 +21,7 @@ def _is_valid_url(url: str) -> bool: def content_literature(context_data: dict): - with st.expander("What is this?"): + with st.popover("*Help*", use_container_width=True): st.markdown(read_markdown_file("md/whatisthis_literature.md")) st.markdown("## References") diff --git a/app/tab_market_scanning.py b/app/tab_market_scanning.py index 2d6abeb1..97019f47 100644 --- a/app/tab_market_scanning.py +++ b/app/tab_market_scanning.py @@ -25,7 +25,7 @@ def content_market_scanning(api: PtxboaAPI, res_costs: pd.DataFrame, cd: dict) - cd: dict context data. """ - with st.expander("What is this?"): + with st.popover("*Help*", use_container_width=True): st.markdown(read_markdown_file("md/whatisthis_market_scanning.md")) # get input data: diff --git a/app/tab_optimization.py b/app/tab_optimization.py index acf8ff4f..e019a404 100644 --- a/app/tab_optimization.py +++ b/app/tab_optimization.py @@ -17,7 +17,7 @@ def content_optimization(api: PtxboaAPI) -> None: - with st.expander("What is this?"): + with st.popover("*Help*", use_container_width=True): st.markdown(read_markdown_file("md/whatisthis_optimization.md")) # load netcdf file: diff --git a/app/tab_sustainability.py b/app/tab_sustainability.py index 787f4111..38244576 100644 --- a/app/tab_sustainability.py +++ b/app/tab_sustainability.py @@ -49,7 +49,7 @@ def _interactive_sustainability_dimension_info(context_data: dict): def content_sustainability(context_data: dict): - with st.expander("What is this?"): + with st.popover("*Help*", use_container_width=True): st.markdown(read_markdown_file("md/whatisthis_sustainability.md")) st.markdown("## Dimensions of sustainability") From 11f532064f884fafff50ac0deaeeca4d583aa947 Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Mon, 3 Jun 2024 12:32:54 +0200 Subject: [PATCH 11/64] include selected subregion in global cost comparison Fixes #410 --- app/ptxboa_functions.py | 10 +++++++++- app/sidebar.py | 2 ++ app/tab_costs.py | 8 +++++++- 3 files changed, 18 insertions(+), 2 deletions(-) diff --git a/app/ptxboa_functions.py b/app/ptxboa_functions.py index 234607bc..495b4ce5 100644 --- a/app/ptxboa_functions.py +++ b/app/ptxboa_functions.py @@ -439,7 +439,9 @@ def get_data_type_from_input_data( return df -def remove_subregions(api: PtxboaAPI, df: pd.DataFrame, country_name: str): +def remove_subregions( + api: PtxboaAPI, df: pd.DataFrame, country_name: str, keep: str | None = None +): """Remove subregions from a dataframe. Parameters @@ -453,6 +455,9 @@ def remove_subregions(api: PtxboaAPI, df: pd.DataFrame, country_name: str): country_name : str name of target country. Is removed from region list if it is also in there. + keep : str or None, by default None + can be used to keep data for a specific subregion + Returns ------- pandas DataFrame with subregions removed from index. @@ -473,6 +478,9 @@ def remove_subregions(api: PtxboaAPI, df: pd.DataFrame, country_name: str): r for r in region_list_without_subregions if r in df.index ] + if keep is not None: + region_list_without_subregions.append(keep) + df = df.loc[region_list_without_subregions] return df diff --git a/app/sidebar.py b/app/sidebar.py index 27fa4557..9ada281e 100644 --- a/app/sidebar.py +++ b/app/sidebar.py @@ -49,6 +49,7 @@ def main_settings(api): index=region_list.get_loc("Morocco"), # Morocco as default ) st.session_state["region"] = region + st.session_state["subregion"] = None # If a deep dive country has been selected, add option to select subregion: if region in ["Argentina", "Morocco", "South Africa"]: @@ -64,6 +65,7 @@ def main_settings(api): ) if subregion is not None: st.session_state["region"] = subregion + st.session_state["subregion"] = subregion # select demand country: countries = api.get_dimension("country").index diff --git a/app/tab_costs.py b/app/tab_costs.py index 73865393..59664c38 100644 --- a/app/tab_costs.py +++ b/app/tab_costs.py @@ -79,12 +79,18 @@ def content_costs( with st.container(border=True): display_costs( - remove_subregions(api, costs_per_region, st.session_state["country"]), + remove_subregions( + api, + costs_per_region, + st.session_state["country"], + keep=st.session_state["subregion"], + ), ( remove_subregions( api, costs_per_region_without_user_changes, st.session_state["country"], + keep=st.session_state["subregion"], ) if st.session_state["user_changes_df"] is not None else None From 506f004022ea30d1f85fb41d598f3c17d96c92c9 Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Mon, 3 Jun 2024 13:19:55 +0200 Subject: [PATCH 12/64] cost graphs: move current selection marker down if costs are negative Fixes #234 --- app/plot_functions.py | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/app/plot_functions.py b/app/plot_functions.py index 37438623..f3a2e31b 100644 --- a/app/plot_functions.py +++ b/app/plot_functions.py @@ -399,16 +399,23 @@ def create_bar_chart_costs( # add highlight for current selection: if current_selection is not None and current_selection in res_costs.index: + if (res_costs["Total"] < 0).all(): + y = 1.2 * min(res_costs["Total"]) + ay = 30 + else: + y = 1.2 * max(res_costs["Total"]) + ay = -30 + fig.add_annotation( x=current_selection, - y=1.2 * max(res_costs["Total"]), + y=y, text="current selection", showarrow=True, arrowhead=2, arrowsize=1, arrowwidth=2, ax=0, - ay=-30, + ay=ay, ) if output_unit is None: From e04532f782fe13986cd3b901bb02504ed7ce93e2 Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Mon, 3 Jun 2024 13:59:21 +0200 Subject: [PATCH 13/64] add test for #403 --- tests/test_opt.py | 26 ++++++++++++++++++++++++++ 1 file changed, 26 insertions(+) diff --git a/tests/test_opt.py b/tests/test_opt.py index 98e64f74..c95f74cd 100644 --- a/tests/test_opt.py +++ b/tests/test_opt.py @@ -136,6 +136,32 @@ def test_issue_312_fix_fhl_optimization_errors(api, chain): assert len(res) > 0 +@pytest.mark.parametrize("chain", ["Methane (AEL)", "Hydrogen (AEL)", "LOHC (AEL)"]) +def test_issue_403_fix_no_heat_demand_for_methane_production(api, chain): + """See https://github.com/agoenergy/ptx-boa/issues/403. + + Heat costs should be zero for Methane and Hydrogen, and >0 for LOHC. + """ + settings = { + "region": "Morocco", + "country": "Germany", + "chain": chain, + "res_gen": "PV tilted", + "scenario": "2040 (medium)", + "secproc_co2": "Specific costs", + "secproc_water": "Specific costs", + "transport": "Pipeline", + "ship_own_fuel": False, + "output_unit": "USD/t", + } + res = api.calculate(**settings, optimize_flh=True) + df = res[0] + if chain != "LOHC (AEL)": + assert sum(df["process_type"] == "Heat") == 0 + else: + assert df.loc[df["process_type"] == "Heat", "values"].values[0] > 0 + + # expected to fail because of pypsa bug https://github.com/PyPSA/PyPSA/issues/866 @pytest.mark.xfail() @pytest.mark.filterwarnings("always") From 68c4d3eed67dc2d565d7f1b873a3f1b681c7e5b2 Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Tue, 4 Jun 2024 09:11:09 +0200 Subject: [PATCH 14/64] fix Interest-rate unit error on choropleth map Fixes #414 --- app/plot_functions.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/app/plot_functions.py b/app/plot_functions.py index 37438623..e9d10566 100644 --- a/app/plot_functions.py +++ b/app/plot_functions.py @@ -156,10 +156,6 @@ def plot_input_data_on_map( custom_data_func_kwargs["data_type"] = data_type custom_data_func_kwargs["map_variable"] = color_col - # transform data to % for interest rate - if data_type == "interest rate": - input_data = input_data * 100 - if scope == "world": # Create a choropleth world map: fig = _choropleth_map_world( From 6e7ebbda6a63a516531ab1990291cebe8c220fce Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Wed, 5 Jun 2024 11:59:45 +0200 Subject: [PATCH 15/64] larger logo at sidebar --- app/sidebar.py | 11 +++++++++-- img/logo_agora_no_text_257x100.png | Bin 8236 -> 0 bytes img/logos_wide_no_text_1000x100.png | Bin 24084 -> 0 bytes img/logos_wide_text_1000x100.png | Bin 37729 -> 0 bytes img/transparent_10x10.png | Bin 0 -> 528 bytes 5 files changed, 9 insertions(+), 2 deletions(-) delete mode 100644 img/logo_agora_no_text_257x100.png delete mode 100644 img/logos_wide_no_text_1000x100.png delete mode 100644 img/logos_wide_text_1000x100.png create mode 100644 img/transparent_10x10.png diff --git a/app/sidebar.py b/app/sidebar.py index c95d7b98..f03be752 100644 --- a/app/sidebar.py +++ b/app/sidebar.py @@ -7,13 +7,20 @@ from ptxboa.api import PtxboaAPI +@st.cache_resource() +def sidebar_logo(): + st.image("img/agora-energiewende_logo_612x306.png") + + def make_sidebar(api: PtxboaAPI): st.logo( - 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528 zcmV+r0`L8aP)EX>4Tx04R}tkv&MmKpe$iQ)`P5qkfA!+MMWH?ibb$c+6t{Ym|Xe=O&XFE z7e~Rh;NZt%)xpJCR|i)?5c~jfc5qU3krMxx6k5c1aNLh~_a1le0HIlBs@XFKsG4P@ z6LB$@UloI|=tTe_0D}@U^<-u-3(xU&4LYkeQevU6TtrrTxlJDtqIJ2lHTZO z(Ia4B8@RacX!0I#xdRM8>5?HilAoqfECTOm^i6qS=oaW(b9-y=65=x4E&u=k4oO5oR2b7^U>F616951Kng9U{ SqMaWA0000 Date: Wed, 5 Jun 2024 12:33:44 +0200 Subject: [PATCH 16/64] use scatterpoints on global map --- app/plot_functions.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/app/plot_functions.py b/app/plot_functions.py index f3a2e31b..d694bb44 100644 --- a/app/plot_functions.py +++ b/app/plot_functions.py @@ -209,12 +209,14 @@ def _choropleth_map_world( if custom_data_func_kwargs is None: custom_data_func_kwargs = {} df = remove_subregions(api=api, df=df, country_name=st.session_state["country"]) - fig = px.choropleth( + fig = px.scatter_geo( locations=df.index, locationmode="country names", color=df[color_col], custom_data=custom_data_func(df, **custom_data_func_kwargs), color_continuous_scale=agora_continuous_color_scale(), + size=[15] * len(df.index), + opacity=1, ) return fig @@ -285,10 +287,9 @@ def _set_map_layout(fig: go.Figure, colorbar_title: str) -> go.Figure: """ # update layout: fig.update_geos( - showcountries=True, # Show country borders + resolution=50, + showcountries=False, # do not show country borders showcoastlines=True, # Show coastlines - countrycolor="black", # Set default border color for other countries - countrywidth=0.2, # Set border width coastlinewidth=0.2, # coastline width coastlinecolor="black", # coastline color showland=True, # show land areas From 891f8927989385ef035264fb8048e00c4a281fc2 Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Wed, 5 Jun 2024 14:05:13 +0200 Subject: [PATCH 17/64] `px.scatter_geo` for deep dive regions --- app/plot_functions.py | 29 ++++++++------- data/subregion_representative_points.csv | 46 ++++++++++++++++++++++++ 2 files changed, 62 insertions(+), 13 deletions(-) create mode 100644 data/subregion_representative_points.csv diff --git a/app/plot_functions.py b/app/plot_functions.py index d694bb44..62ebcfbe 100644 --- a/app/plot_functions.py +++ b/app/plot_functions.py @@ -1,6 +1,5 @@ # -*- coding: utf-8 -*- """Functions for plotting input data and results (cost_data).""" -import json from pathlib import Path from typing import Literal @@ -232,7 +231,8 @@ def _choropleth_map_deep_dive_country( if custom_data_func_kwargs is None: custom_data_func_kwargs = {} # subsetting 'df' for the selected deep dive country - df = select_subregions(df, deep_dive_country) + # missing value removal necessary for wind offshore + df = select_subregions(df, deep_dive_country).dropna(subset=color_col) # need to calculate custom data befor is03166 column is appended. hover_data = custom_data_func(df, **custom_data_func_kwargs) # get dataframe with info about iso 3166-2 codes and map them to res_costs @@ -240,22 +240,25 @@ def _choropleth_map_deep_dive_country( df["iso3166_code"] = df.index.map( pd.Series(ddc_info["iso3166_code"], index=ddc_info["region_name"]) ) - - geojson_file = ( - Path(__file__).parent.parent.resolve() - / "data" - / f"{deep_dive_country.lower().replace(' ', '_')}_subregions.geojson" + # load representative points data + lon_lat = pd.read_csv( + ( + Path(__file__).parent.parent.resolve() + / "data" + / "subregion_representative_points.csv" + ) ) - with geojson_file.open("r", encoding="utf-8") as f: - subregion_shapes = json.load(f) + # merge points to data + df = df.merge(lon_lat, left_on="iso3166_code", right_on="iso_3166_2") - fig = px.choropleth( - locations=df["iso3166_code"], - featureidkey="properties.iso_3166_2", + fig = px.scatter_geo( + lon=df["lon"], + lat=df["lat"], color=df[color_col], - geojson=subregion_shapes, custom_data=hover_data, color_continuous_scale=agora_continuous_color_scale(), + size=[15] * len(df.index), + opacity=1, ) fig.update_geos( diff --git a/data/subregion_representative_points.csv b/data/subregion_representative_points.csv new file mode 100644 index 00000000..24815252 --- /dev/null +++ b/data/subregion_representative_points.csv @@ -0,0 +1,46 @@ +iso_3166_2,lon,lat +MA-11,-11.487535149205273,26.291022599999998 +MA-01,-5.434766372913305,35.2181678 +MA-02,-2.3906063870173955,33.5811814 +MA-08,-5.58317463160672,31.28770725 +MA-09,-8.157695785778756,29.7357752 +MA-10,-10.084427221839995,28.385906 +MA-06,-7.799432071783302,33.065160649999996 +MA-07,-8.306409084756796,31.806335949999998 +MA-12,-14.741994773441643,22.735386249999998 +MA-04,-6.328725938578254,34.08533075 +MA-03,-4.847581884998955,33.74727775 +MA-05,-6.280445836675398,32.4092902 +AR-E,-59.41391734740016,-32.09481027848068 +AR-A,-63.2488630052977,-24.188186947408994 +AR-Y,-66.05131162400237,-23.19339019145417 +AR-P,-60.056795466789765,-24.694332167145802 +AR-N,-54.408009579418504,-26.838980814499898 +AR-H,-60.69169607218846,-26.04543832741686 +AR-W,-57.80329050740136,-29.00667836190994 +AR-K,-67.51184361556847,-27.649319756801333 +AR-F,-66.86724287983822,-29.835207004049977 +AR-J,-68.76400612946446,-30.369850969333534 +AR-M,-68.47196659910384,-34.75436330149996 +AR-Q,-69.55620607085012,-38.61386932399996 +AR-U,-68.47608492458708,-43.999489582499905 +AR-R,-66.42178269981838,-39.78144744254544 +AR-Z,-70.40714935693845,-49.193291924999926 +AR-V,-68.09468684709897,-53.841798372999904 +AR-B,-60.113853483913914,-37.10019296649992 +AR-C,-58.44119878492826,-34.642826064273805 +AR-S,-60.97677432423949,-31.164195651608026 +AR-T,-65.39223122835818,-27.06493682212667 +AR-G,-63.37956470637425,-27.840677585851893 +AR-D,-65.95764785447187,-33.936842950791544 +AR-L,-65.8186469775226,-37.06892567313133 +AR-X,-63.68163713228595,-32.214312432772545 +ZA-NC,22.022372549742485,-28.848704728999934 +ZA-NL,30.414604596802526,-28.941989841499947 +ZA-FS,26.606093929174868,-28.668094377346847 +ZA-EC,26.5770656739886,-32.091735934615684 +ZA-LP,29.333422657090793,-23.779038391499938 +ZA-NW,25.24337419152684,-26.37090419793683 +ZA-MP,30.160392889928794,-25.74002980499995 +ZA-WC,22.14966623331297,-32.64267852138539 +ZA-GT,28.020037353796795,-26.0096414140351 From b862b0f7dfa5612f0bda4cee1ff97a59abd0156b Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Wed, 5 Jun 2024 17:00:39 +0200 Subject: [PATCH 18/64] deep dive countries switch from sac.segmented to sac.buttons Fixes #418 --- app/tab_deep_dive_countries.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/app/tab_deep_dive_countries.py b/app/tab_deep_dive_countries.py index 65d7dcba..0fed29ce 100644 --- a/app/tab_deep_dive_countries.py +++ b/app/tab_deep_dive_countries.py @@ -3,7 +3,7 @@ import pandas as pd import plotly.express as px import streamlit as st -from streamlit_antd_components import SegmentedItem, segmented +import streamlit_antd_components as sac from app.layout_elements import ( display_and_edit_input_data, @@ -37,11 +37,11 @@ def content_deep_dive_countries( st.markdown(read_markdown_file("md/whatisthis_deep_dive_countries.md")) st.write("Select which country to display:") - ddc = segmented( + ddc = sac.buttons( items=[ - SegmentedItem(label="Argentina"), - SegmentedItem(label="Morocco"), - SegmentedItem(label="South Africa"), + sac.ButtonsItem(label="Argentina"), + sac.ButtonsItem(label="Morocco"), + sac.ButtonsItem(label="South Africa"), ], use_container_width=True, ) From 9fd3d4f124dc341cf3bb94580ccab4ae8ab550a9 Mon Sep 17 00:00:00 2001 From: "c.winger" Date: Wed, 5 Jun 2024 17:14:20 +0200 Subject: [PATCH 19/64] SEOC ==> SOEC #413 --- app/sidebar.py | 2 +- ptxboa/static/__init__.py | 36 ++++++++++++++++++------------------ ptxboa/static/chains.csv | 18 +++++++++--------- 3 files changed, 28 insertions(+), 28 deletions(-) diff --git a/app/sidebar.py b/app/sidebar.py index da1b5af1..ccbe5117 100644 --- a/app/sidebar.py +++ b/app/sidebar.py @@ -111,7 +111,7 @@ def main_settings(api): [ "AEL", "PEM", - "SEOC", + "SOEC", ], help=read_markdown_file("md/helptext_sidebar_electrolyzer_type.md"), index=0, # AEL as default diff --git a/ptxboa/static/__init__.py b/ptxboa/static/__init__.py index 18402fd7..ef83d6e9 100644 --- a/ptxboa/static/__init__.py +++ b/ptxboa/static/__init__.py @@ -612,58 +612,58 @@ "Ammonia (AEL) + reconv. to H2", "Ammonia (PEM)", "Ammonia (PEM) + reconv. to H2", - "Ammonia (SEOC)", - "Ammonia (SEOC) + reconv. to H2", + "Ammonia (SOEC)", + "Ammonia (SOEC) + reconv. to H2", "FT e-fuels (AEL)", "FT e-fuels (PEM)", - "FT e-fuels (SEOC)", + "FT e-fuels (SOEC)", "Green Iron (AEL)", "Green Iron (PEM)", - "Green Iron (SEOC)", + "Green Iron (SOEC)", "Hydrogen (AEL)", "Hydrogen (PEM)", - "Hydrogen (SEOC)", + "Hydrogen (SOEC)", "LOHC (AEL)", "LOHC (PEM)", - "LOHC (SEOC)", + "LOHC (SOEC)", "Methane (AEL)", "Methane (AEL) + reconv. to H2", "Methane (PEM)", "Methane (PEM) + reconv. to H2", - "Methane (SEOC)", - "Methane (SEOC) + reconv. to H2", + "Methane (SOEC)", + "Methane (SOEC) + reconv. to H2", "Methanol (AEL)", "Methanol (PEM)", - "Methanol (SEOC)", + "Methanol (SOEC)", ] ChainNameValues = [ "Ammonia (AEL)", "Ammonia (AEL) + reconv. to H2", "Ammonia (PEM)", "Ammonia (PEM) + reconv. to H2", - "Ammonia (SEOC)", - "Ammonia (SEOC) + reconv. to H2", + "Ammonia (SOEC)", + "Ammonia (SOEC) + reconv. to H2", "FT e-fuels (AEL)", "FT e-fuels (PEM)", - "FT e-fuels (SEOC)", + "FT e-fuels (SOEC)", "Green Iron (AEL)", "Green Iron (PEM)", - "Green Iron (SEOC)", + "Green Iron (SOEC)", "Hydrogen (AEL)", "Hydrogen (PEM)", - "Hydrogen (SEOC)", + "Hydrogen (SOEC)", "LOHC (AEL)", "LOHC (PEM)", - "LOHC (SEOC)", + "LOHC (SOEC)", "Methane (AEL)", "Methane (AEL) + reconv. to H2", "Methane (PEM)", "Methane (PEM) + reconv. to H2", - "Methane (SEOC)", - "Methane (SEOC) + reconv. to H2", + "Methane (SOEC)", + "Methane (SOEC) + reconv. to H2", "Methanol (AEL)", "Methanol (PEM)", - "Methanol (SEOC)", + "Methanol (SOEC)", ] diff --git a/ptxboa/static/chains.csv b/ptxboa/static/chains.csv index 3568a97a..c07c557e 100644 --- a/ptxboa/static/chains.csv +++ b/ptxboa/static/chains.csv @@ -3,26 +3,26 @@ Ammonia (AEL),EL-STR,AEL-EL,H2-STR,NH3SYN,,,,,NH3-SB,NH3-S,,,,,NH3-L,False Ammonia (AEL) + reconv. to H2,EL-STR,AEL-EL,H2-STR,NH3SYN,,,NH3-REC,NH3-REC,NH3-SB,NH3-S,,,,,H2-G,False Ammonia (PEM),EL-STR,PEM-EL,H2-STR,NH3SYN,,,,,NH3-SB,NH3-S,,,,,NH3-L,False Ammonia (PEM) + reconv. to H2,EL-STR,PEM-EL,H2-STR,NH3SYN,,,NH3-REC,NH3-REC,NH3-SB,NH3-S,,,,,H2-G,False -Ammonia (SEOC),EL-STR,SOEC-EL,H2-STR,NH3SYN,,,,,NH3-SB,NH3-S,,,,,NH3-L,False -Ammonia (SEOC) + reconv. to H2,EL-STR,SOEC-EL,H2-STR,NH3SYN,,,NH3-REC,NH3-REC,NH3-SB,NH3-S,,,,,H2-G,False +Ammonia (SOEC),EL-STR,SOEC-EL,H2-STR,NH3SYN,,,,,NH3-SB,NH3-S,,,,,NH3-L,False +Ammonia (SOEC) + reconv. to H2,EL-STR,SOEC-EL,H2-STR,NH3SYN,,,NH3-REC,NH3-REC,NH3-SB,NH3-S,,,,,H2-G,False FT e-fuels (AEL),EL-STR,AEL-EL,H2-STR,EFUELSYN,,,,,SYN-SB,SYN-S,,,,,CHX-L,False FT e-fuels (PEM),EL-STR,PEM-EL,H2-STR,EFUELSYN,,,,,SYN-SB,SYN-S,,,,,CHX-L,False -FT e-fuels (SEOC),EL-STR,SOEC-EL,H2-STR,EFUELSYN,,,,,SYN-SB,SYN-S,,,,,CHX-L,False +FT e-fuels (SOEC),EL-STR,SOEC-EL,H2-STR,EFUELSYN,,,,,SYN-SB,SYN-S,,,,,CHX-L,False Green Iron (AEL),EL-STR,AEL-EL,H2-STR,DRI,,,,,DRI-SB,,,,,,DRI-S,False Green Iron (PEM),EL-STR,PEM-EL,H2-STR,DRI,,,,,DRI-SB,,,,,,DRI-S,False -Green Iron (SEOC),EL-STR,SOEC-EL,H2-STR,DRI,,,,,DRI-SB,,,,,,DRI-S,False +Green Iron (SOEC),EL-STR,SOEC-EL,H2-STR,DRI,,,,,DRI-SB,,,,,,DRI-S,False Hydrogen (AEL),EL-STR,AEL-EL,,,H2-LIQ,H2-COMP,H2-RGAS,,H2-SB,H2-S,H2-P-S,H2-P-L,H2-P-SR,H2-P-LR,H2-G,True Hydrogen (PEM),EL-STR,PEM-EL,,,H2-LIQ,H2-COMP,H2-RGAS,,H2-SB,H2-S,H2-P-S,H2-P-L,H2-P-SR,H2-P-LR,H2-G,True -Hydrogen (SEOC),EL-STR,SOEC-EL,,,H2-LIQ,H2-COMP,H2-RGAS,,H2-SB,H2-S,H2-P-S,H2-P-L,H2-P-SR,H2-P-LR,H2-G,True +Hydrogen (SOEC),EL-STR,SOEC-EL,,,H2-LIQ,H2-COMP,H2-RGAS,,H2-SB,H2-S,H2-P-S,H2-P-L,H2-P-SR,H2-P-LR,H2-G,True LOHC (AEL),EL-STR,AEL-EL,,,LOHC-CON,,LOHC-REC,,LOHC-SB,LOHC-S,,,,,H2-G,False LOHC (PEM),EL-STR,PEM-EL,,,LOHC-CON,,LOHC-REC,,LOHC-SB,LOHC-S,,,,,H2-G,False -LOHC (SEOC),EL-STR,SOEC-EL,,,LOHC-CON,,LOHC-REC,,LOHC-SB,LOHC-S,,,,,H2-G,False +LOHC (SOEC),EL-STR,SOEC-EL,,,LOHC-CON,,LOHC-REC,,LOHC-SB,LOHC-S,,,,,H2-G,False Methane (AEL),EL-STR,AEL-EL,H2-STR,CH4SYN,CH4-LIQ,CH4-COMP,CH4-RGAS,,CH4-SB,CH4-S,CH4-P-S,CH4-P-L,CH4-P-SR,CH4-P-LR,CH4-G,True Methane (AEL) + reconv. to H2,EL-STR,AEL-EL,H2-STR,CH4SYN,CH4-LIQ,CH4-COMP,REGASATR,ATR,CH4-SB,CH4-S,CH4-P-S,CH4-P-L,CH4-P-SR,CH4-P-LR,H2-G,True Methane (PEM),EL-STR,PEM-EL,H2-STR,CH4SYN,CH4-LIQ,CH4-COMP,CH4-RGAS,,CH4-SB,CH4-S,CH4-P-S,CH4-P-L,CH4-P-SR,CH4-P-LR,CH4-G,True Methane (PEM) + reconv. to H2,EL-STR,PEM-EL,H2-STR,CH4SYN,CH4-LIQ,CH4-COMP,REGASATR,ATR,CH4-SB,CH4-S,CH4-P-S,CH4-P-L,CH4-P-SR,CH4-P-LR,H2-G,True -Methane (SEOC),EL-STR,SOEC-EL,H2-STR,CH4SYN,CH4-LIQ,CH4-COMP,CH4-RGAS,,CH4-SB,CH4-S,CH4-P-S,CH4-P-L,CH4-P-SR,CH4-P-LR,CH4-G,True -Methane (SEOC) + reconv. to H2,EL-STR,SOEC-EL,H2-STR,CH4SYN,CH4-LIQ,CH4-COMP,REGASATR,ATR,CH4-SB,CH4-S,CH4-P-S,CH4-P-L,CH4-P-SR,CH4-P-LR,H2-G,True +Methane (SOEC),EL-STR,SOEC-EL,H2-STR,CH4SYN,CH4-LIQ,CH4-COMP,CH4-RGAS,,CH4-SB,CH4-S,CH4-P-S,CH4-P-L,CH4-P-SR,CH4-P-LR,CH4-G,True +Methane (SOEC) + reconv. to H2,EL-STR,SOEC-EL,H2-STR,CH4SYN,CH4-LIQ,CH4-COMP,REGASATR,ATR,CH4-SB,CH4-S,CH4-P-S,CH4-P-L,CH4-P-SR,CH4-P-LR,H2-G,True Methanol (AEL),EL-STR,AEL-EL,H2-STR,CH3OHSYN,,,,,CH3OH-SB,CH3OH-S,,,,,CH3OH-L,False Methanol (PEM),EL-STR,PEM-EL,H2-STR,CH3OHSYN,,,,,CH3OH-SB,CH3OH-S,,,,,CH3OH-L,False -Methanol (SEOC),EL-STR,SOEC-EL,H2-STR,CH3OHSYN,,,,,CH3OH-SB,CH3OH-S,,,,,CH3OH-L,False +Methanol (SOEC),EL-STR,SOEC-EL,H2-STR,CH3OHSYN,,,,,CH3OH-SB,CH3OH-S,,,,,CH3OH-L,False From 9c5f773904812c12a63b263e658f4ca5a86c66fb Mon Sep 17 00:00:00 2001 From: "c.winger" Date: Wed, 5 Jun 2024 17:29:21 +0200 Subject: [PATCH 20/64] fix test --- tests/test_api.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_api.py b/tests/test_api.py index d469af8a..172dc44d 100644 --- a/tests/test_api.py +++ b/tests/test_api.py @@ -121,7 +121,7 @@ def test_example_api_call_2_ship_own_fuel(self): settings = { "region": "Argentina (Chaco)", "country": "Japan", - "chain": "Methanol (SEOC)", + "chain": "Methanol (SOEC)", "res_gen": "Wind Onshore", "scenario": "2040 (high)", "secproc_co2": "Specific costs", From 8a78dfdb0640b27450029d56e79724939164ba9b Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Thu, 6 Jun 2024 09:44:06 +0200 Subject: [PATCH 21/64] costs by supply chain: by default only show selected electrolyser technology Fixes #426 --- app/sidebar.py | 4 ++-- app/tab_costs.py | 6 ++++++ 2 files changed, 8 insertions(+), 2 deletions(-) diff --git a/app/sidebar.py b/app/sidebar.py index ccbe5117..2a4656ff 100644 --- a/app/sidebar.py +++ b/app/sidebar.py @@ -106,7 +106,7 @@ def main_settings(api): index=4, # Methane as default ) with c2: - ely = st.selectbox( + st.session_state["electrolyzer"] = st.selectbox( "Electrolyzer type:", [ "AEL", @@ -126,7 +126,7 @@ def main_settings(api): else: use_reconversion = False - st.session_state["chain"] = f"{product} ({ely})" + st.session_state["chain"] = f"{product} ({st.session_state['electrolyzer']})" if use_reconversion: st.session_state["chain"] = f"{st.session_state['chain']} + reconv. to H2" diff --git a/app/tab_costs.py b/app/tab_costs.py index 2eee71e9..9d579693 100644 --- a/app/tab_costs.py +++ b/app/tab_costs.py @@ -122,4 +122,10 @@ def content_costs( "chain", "Costs by supply chain", output_unit="USD/MWh", + default_select=1, + default_manual_select=[ + x + for x in costs_per_chain.index + if st.session_state["electrolyzer"] in x + ], ) From 708c604541803c0b6e7adcb0c8263a3094bcc852 Mon Sep 17 00:00:00 2001 From: "c.winger" Date: Thu, 6 Jun 2024 10:40:29 +0200 Subject: [PATCH 22/64] closes #406: pass DAC and water desalination parameters to optimize function --- flh_opt/_types.py | 10 +++++++ ptxboa/api_optimize.py | 24 ++++++++++++++- tests/test_opt.py | 66 +++++++++++++++++++++++++++++++++++++++++- 3 files changed, 98 insertions(+), 2 deletions(-) diff --git a/flh_opt/_types.py b/flh_opt/_types.py index 7b01ab04..997b306e 100644 --- a/flh_opt/_types.py +++ b/flh_opt/_types.py @@ -59,6 +59,14 @@ class ProcessDerivInputData(TypedDict): CONV: Dict[SecondaryFlowType, float] +class SecProcessInputDataType(TypedDict): + # EFF: Does not use EFF parameter + CAPEX_A: float + OPEX_F: float + OPEX_O: float + CONV: Dict[SecondaryFlowType, float] + + class OptInputDataType(TypedDict): SOURCE_REGION_CODE: str RES: List[ProcessResInputDataType] @@ -67,6 +75,8 @@ class OptInputDataType(TypedDict): EL_STR: ProcessStorageInputDataType H2_STR: ProcessStorageInputDataType SPECCOST: Dict[Literal["H2O-L"], float] + CO2: SecProcessInputDataType + H2O: SecProcessInputDataType class ProcessOutputResType(TypedDict): diff --git a/ptxboa/api_optimize.py b/ptxboa/api_optimize.py index 5bd5fb07..db3a21f1 100644 --- a/ptxboa/api_optimize.py +++ b/ptxboa/api_optimize.py @@ -15,7 +15,7 @@ from pypsa import Network from flh_opt import __version__ as flh_opt_version -from flh_opt._types import OptInputDataType, OptOutputDataType +from flh_opt._types import OptInputDataType, OptOutputDataType, SecProcessInputDataType from flh_opt.api_opt import optimize from ptxboa import logger from ptxboa.static._types import CalculateDataType @@ -248,6 +248,10 @@ def _prepare_data(input_data: CalculateDataType) -> OptInputDataType: "N2-G": input_data["parameter"]["SPECCOST"]["N2-G"], "HEAT": input_data["parameter"]["SPECCOST"]["HEAT"], }, + "EL_STR": None, + "H2_STR": None, + "CO2": None, + "H2O": None, } for step in input_data["main_process_chain"]: @@ -318,6 +322,24 @@ def _prepare_data(input_data: CalculateDataType) -> OptInputDataType: "OPEX_O": step["OPEX-O"], } + # data for secondary processes + for step, flow_code in [("H2O", "H2O-L"), ("CO2", "CO2-G")]: + sec_process_data = input_data["secondary_process"].get(flow_code) + if not sec_process_data: + continue + + result_sec_process_data: SecProcessInputDataType = { + "CAPEX_A": annuity( + periods=sec_process_data["LIFETIME"], + rate=input_data["parameter"]["WACC"], + value=sec_process_data["CAPEX"], + ), + "OPEX_F": sec_process_data["OPEX-F"], + "OPEX_O": sec_process_data["OPEX-O"], + "CONV": sec_process_data["CONV"], + } + result[step] = result_sec_process_data + return result @staticmethod diff --git a/tests/test_opt.py b/tests/test_opt.py index c95f74cd..3dde1f29 100644 --- a/tests/test_opt.py +++ b/tests/test_opt.py @@ -13,7 +13,7 @@ from app.tab_optimization import calc_aggregate_statistics from flh_opt.api_opt import get_profiles_and_weights, optimize from ptxboa import DEFAULT_CACHE_DIR -from ptxboa.api import PtxboaAPI +from ptxboa.api import DataHandler, PtxboaAPI logging.basicConfig(level=logging.INFO) @@ -219,3 +219,67 @@ def network(api) -> pypsa.Network: def test_calc_aggregate_statistics(network): res = calc_aggregate_statistics(network) assert isinstance(res, pd.DataFrame) + + +def test_prepare_data_for_optimize(): + + settings = { + "region": "Morocco", + "country": "Germany", + "chain": "Methane (AEL)", + "res_gen": "PV tilted", + "scenario": "2040 (medium)", + "secproc_co2": "Direct Air Capture", + "secproc_water": "Sea Water desalination", + "transport": "Pipeline", + "ship_own_fuel": False, + "user_data": None, + } + data_handler = DataHandler( + scenario=settings["scenario"], + cache_dir=DEFAULT_CACHE_DIR, + data_dir=ptxdata_dir_static, + ) + + # prepare data in the same way as in PtxboaAPI.calculate(): + data = data_handler.get_calculation_data( + secondary_processes={ + "H2O-L": ( + DataHandler.get_dimensions_parameter_code( + "secproc_water", settings["secproc_water"] + ) + if settings["secproc_water"] + else None + ), + "CO2-G": ( + DataHandler.get_dimensions_parameter_code( + "secproc_co2", settings["secproc_co2"] + ) + if settings["secproc_co2"] + else None + ), + }, + chain_name=settings["chain"], + process_code_res=DataHandler.get_dimensions_parameter_code( + "res_gen", settings["res_gen"] + ), + source_region_code=DataHandler.get_dimensions_parameter_code( + "region", settings["region"] + ), + target_country_code=DataHandler.get_dimensions_parameter_code( + "country", settings["country"] + ), + use_ship=(settings["transport"] == "Ship"), + ship_own_fuel=settings["ship_own_fuel"], + optimize_flh=True, + use_user_data_for_optimize_flh=False, + ) + + # prepare data same way as in PtxOpt.get_data() + opt_input_data = data_handler.optimizer._prepare_data(data) + + # check that some values exist + assert opt_input_data["H2O"]["CAPEX_A"] + assert opt_input_data["H2O"]["CONV"] + assert opt_input_data["CO2"]["CAPEX_A"] + assert opt_input_data["CO2"]["CONV"] From 462078873ad0c27f35f448dbe30531f4df9a7533 Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Thu, 6 Jun 2024 12:31:32 +0200 Subject: [PATCH 23/64] adapt zoom level for deep dive country maps --- app/plot_functions.py | 14 ++++++++++++-- 1 file changed, 12 insertions(+), 2 deletions(-) diff --git a/app/plot_functions.py b/app/plot_functions.py index 62ebcfbe..b2f10bb9 100644 --- a/app/plot_functions.py +++ b/app/plot_functions.py @@ -261,9 +261,19 @@ def _choropleth_map_deep_dive_country( opacity=1, ) + bboxes = { + "Argentina": (-73.4154357571, -55.25, -53.628348965, -21.8323104794), + "Morocco": (-17.0204284327, 21.4207341578, -1.12455115397, 35.7599881048), + "South Africa": (16.3449768409, -34.8191663551, 32.830120477, -22.0913127581), + } + + bbox = bboxes[deep_dive_country] + pad = 3 fig.update_geos( - fitbounds="locations", - visible=True, + center_lon=(bbox[0] + bbox[2]) / 2.0, + center_lat=(bbox[1] + bbox[3]) / 2.0, + lonaxis_range=[bbox[0] - pad, bbox[2] + pad], + lataxis_range=[bbox[1] - pad, bbox[3] + pad], ) return fig From 64b119df0a477ec583dafd70f960987940b9008f Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Thu, 6 Jun 2024 13:08:34 +0200 Subject: [PATCH 24/64] add test case with DAC and DESAL --- tests/test_optimize_settings.json | 100 ++++++++++++++++++++++++++++++ 1 file changed, 100 insertions(+) diff --git a/tests/test_optimize_settings.json b/tests/test_optimize_settings.json index 8748f49c..c4d946ec 100644 --- a/tests/test_optimize_settings.json +++ b/tests/test_optimize_settings.json @@ -59,6 +59,106 @@ }, "expected_ojective_value": 2480.8292413355575 }, + { + "id": "CH4, hybrid, with DAC and DESAL", + "input_data": { + "SOURCE_REGION_CODE": "ARG", + "RES": [ + { + "CAPEX_A": 30, + "OPEX_F": 1, + "OPEX_O": 0.001, + "PROCESS_CODE": "PV-FIX" + }, + { + "CAPEX_A": 80, + "OPEX_F": 1, + "OPEX_O": 0.002, + "PROCESS_CODE": "WIND-ON" + } + ], + "ELY": { + "EFF": 0.75, + "CAPEX_A": 25, + "OPEX_F": 10, + "OPEX_O": 0, + "CONV": { + "H2O-L": 0.3 + } + }, + "DERIV": { + "EFF": 0.8, + "CAPEX_A": 30, + "OPEX_F": 20, + "OPEX_O": 0, + "PROCESS_CODE": "CH4SYN", + "CONV": { + "CO2-G": 0.2, + "HEAT": -0.2, + "H2O-L": -0.15 + } + }, + "H2O": { + "CAPEX_A": 0.07726085034488815, + "OPEX_F": 0.0356900588308774, + "OPEX_O": 0, + "CONV": { + "EL": 0.003 + } + }, + "CO2": { + "CAPEX_A": 0.07726085034488815, + "OPEX_F": 0.0356900588308774, + "OPEX_O": 0, + "CONV": { + "EL": 0.4515, + "HEAT": 1.743, + "H2O-L": -1.4 + } + }, + "EL_STR": { + "EFF": 0.9, + "CAPEX_A": 50, + "OPEX_F": 0, + "OPEX_O": 0 + }, + "H2_STR": { + "EFF": 0.9, + "CAPEX_A": 5, + "OPEX_F": 0, + "OPEX_O": 0 + }, + "SPECCOST": { + "H2O-L": 0.001, + "CO2-G": 0.04, + "HEAT": 0.05 + } + }, + "expected_output": { + "RES": [ + { + "PROCESS_CODE": "PV-FIX", + "FLH": 0, + "SHARE_FACTOR": -0.0 + }, + { + "PROCESS_CODE": "WIND-ON", + "FLH": 0.345701024478453, + "SHARE_FACTOR": 1.0 + } + ], + "ELY": { + "FLH": 0.5124598171364299 + }, + "EL_STR": { + "CAP_F": -0.0 + }, + "H2_STR": { + "CAP_F": 122.44991931269928 + } + }, + "expected_ojective_value": 1748.871332914744 + }, { "id": "CH4, hybrid", "input_data": { From 503dec7c7bc60c56fb128472a657f5262b5d747c Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Thu, 6 Jun 2024 13:09:13 +0200 Subject: [PATCH 25/64] update docstring --- flh_opt/api_opt.py | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/flh_opt/api_opt.py b/flh_opt/api_opt.py index bd35c103..2d4d2c67 100644 --- a/flh_opt/api_opt.py +++ b/flh_opt/api_opt.py @@ -79,6 +79,24 @@ def optimize( "H2O-L": -0.15 } }, + "H2O": { + "CAPEX_A": 0.07726085034488815, + "OPEX_F": 0.0356900588308774, + "OPEX_O": 0, + "CONV": { + "EL": 0.003, + } + }, + "CO2": { + "CAPEX_A": 0.07726085034488815, + "OPEX_F": 0.0356900588308774, + "OPEX_O": 0, + "CONV": { + "EL": 0.4515, + "HEAT": 1.743, + "H2O-L": -1.4 + } + }, "EL_STR": { "EFF": 0.544, "CAPEX_A": 0.385, From dfbe5c4617f38beab0e08b02d85b767fb7ec7df2 Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Thu, 6 Jun 2024 13:17:28 +0200 Subject: [PATCH 26/64] reactivate expected objective value test --- tests/test_opt.py | 1 - tests/test_optimize_settings.json | 8 ++++---- 2 files changed, 4 insertions(+), 5 deletions(-) diff --git a/tests/test_opt.py b/tests/test_opt.py index 3dde1f29..720bc177 100644 --- a/tests/test_opt.py +++ b/tests/test_opt.py @@ -64,7 +64,6 @@ def test_optimize_export_to_netcdf(call_optimize): n.export_to_netcdf(f"{export_dir}/{input_data['id']}.nc") -@pytest.mark.xfail() def test_optimize_expected_objective_value(call_optimize): """Test for expected objective value.""" [res, n, input_data] = call_optimize diff --git a/tests/test_optimize_settings.json b/tests/test_optimize_settings.json index c4d946ec..b4461cab 100644 --- a/tests/test_optimize_settings.json +++ b/tests/test_optimize_settings.json @@ -57,7 +57,7 @@ "CAP_F": 348.33524817139295 } }, - "expected_ojective_value": 2480.8292413355575 + "expected_ojective_value": 424.8982813167353 }, { "id": "CH4, hybrid, with DAC and DESAL", @@ -157,7 +157,7 @@ "CAP_F": 122.44991931269928 } }, - "expected_ojective_value": 1748.871332914744 + "expected_ojective_value": 706.2792852401756 }, { "id": "CH4, hybrid", @@ -239,7 +239,7 @@ "CAP_F": 122.44991931269928 } }, - "expected_ojective_value": 1748.871332914744 + "expected_ojective_value": 706.2792852401756 }, { "id": "H2, hybrid", @@ -310,6 +310,6 @@ "CAP_F": 122.44991931269928 } }, - "expected_ojective_value": 1748.871332914744 + "expected_ojective_value": 375.00268190093993 } ] From cbd31b2bbbb0865b614c5af50ed01d4a4ffb745a Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Thu, 6 Jun 2024 13:34:53 +0200 Subject: [PATCH 27/64] move adding of links to function --- flh_opt/api_opt.py | 81 +++++++++++++++++++++++++--------------------- 1 file changed, 45 insertions(+), 36 deletions(-) diff --git a/flh_opt/api_opt.py b/flh_opt/api_opt.py index 2d4d2c67..d50baf6a 100644 --- a/flh_opt/api_opt.py +++ b/flh_opt/api_opt.py @@ -39,6 +39,40 @@ def get_profiles_and_weights( return data, weights_and_period_ids +def _add_link( + n: Network, + input_data: OptInputDataType, + name: str, + bus0: str, + bus1: str, + carrier: str, +): + """Add link component to network.""" + if input_data.get(name): + n.add( + "Link", + name=name, + bus0=bus0, + bus1=bus1, + carrier=carrier, + efficiency=input_data[name]["EFF"], + # input data is per main output, + # pypsa link parameters are defined per main input + capital_cost=(input_data[name]["CAPEX_A"] + input_data[name]["OPEX_F"]) + / input_data[name]["EFF"], + marginal_cost=input_data[name]["OPEX_O"] / input_data[name]["EFF"], + p_nom_extendable=True, + ) + # add conversion efficiencies and buses for secondary input / output + for i, c in enumerate(input_data[name]["CONV"].keys()): + n.links.at[name, f"bus{i+2}"] = c + # input data is per main output, + # pypsa link parameters are defined per main input + n.links.at[name, f"efficiency{i+2}"] = ( + -input_data[name]["CONV"][c] / input_data[name]["EFF"] + ) + + def optimize( input_data: OptInputDataType, profiles_path: str = "flh_opt/renewable_profiles" ) -> tuple[OptOutputDataType, Network]: @@ -205,48 +239,23 @@ def optimize( ) # add links: - n.add( - "Link", + _add_link( + n=n, + input_data=input_data, name="ELY", bus0="EL", bus1="H2", - bus2="H2O-L", carrier="H2", - efficiency=input_data["ELY"]["EFF"], - # input data is per main output, - # pypsa link parameters are defined per main input - efficiency2=-input_data["ELY"]["CONV"]["H2O-L"] / input_data["ELY"]["EFF"], - capital_cost=(input_data["ELY"]["CAPEX_A"] + input_data["ELY"]["OPEX_F"]) - / input_data["ELY"]["EFF"], - marginal_cost=input_data["ELY"]["OPEX_O"] / input_data["ELY"]["EFF"], - p_nom_extendable=True, ) - if input_data.get("DERIV"): - n.add( - "Link", - name="DERIV", - bus0="H2", - bus1="final_product", - carrier="final_product", - efficiency=input_data["DERIV"]["EFF"], - # input data is per main output, - # pypsa link parameters are defined per main input - capital_cost=( - input_data["DERIV"]["CAPEX_A"] + input_data["DERIV"]["OPEX_F"] - ) - / input_data["DERIV"]["EFF"], - marginal_cost=input_data["DERIV"]["OPEX_O"] / input_data["DERIV"]["EFF"], - p_nom_extendable=True, - ) - # add conversion efficiencies and buses for secondary input / output - for i, c in enumerate(input_data["DERIV"]["CONV"].keys()): - n.links.at["DERIV", f"bus{i+2}"] = c - # input data is per main output, - # pypsa link parameters are defined per main input - n.links.at["DERIV", f"efficiency{i+2}"] = ( - -input_data["DERIV"]["CONV"][c] / input_data["DERIV"]["EFF"] - ) + _add_link( + n=n, + input_data=input_data, + name="DERIV", + bus0="H2", + bus1="final_product", + carrier="final_product", + ) # add loads: if input_data.get("DERIV"): From b7c68d1129862c2578e4e19bba6973cae9bfe07c Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Thu, 6 Jun 2024 13:41:36 +0200 Subject: [PATCH 28/64] rename interest rate to "WACC" Fixes #223 --- app/layout_elements.py | 8 +- app/plot_functions.py | 16 +- app/ptxboa_functions.py | 12 +- app/tab_input_data.py | 8 +- app/user_data.py | 10 +- app/user_data_from_file.py | 2 +- md/helptext_columns_lifetime.md | 2 +- md/whatisthis_input_data.md | 2 +- ptxboa/static/__init__.py | 1614 ++++++++--------- ptxboa/static/dim_parameter.csv | 2 +- tests/test_api_data.py | 2 +- .../non_existent_index_user_data.csv | 6 +- .../non_numeric_empty_user_data.csv | 6 +- .../non_numeric_nan_user_data.csv | 6 +- .../non_numeric_string_user_data.csv | 6 +- .../param_above_range_user_data.csv | 6 +- .../param_below_range_user_data.csv | 6 +- .../too_many_columns_user_data.csv | 6 +- tests/test_user_data/valid_user_data.csv | 6 +- .../wrong_column_name_user_data.csv | 6 +- 20 files changed, 866 insertions(+), 866 deletions(-) diff --git a/app/layout_elements.py b/app/layout_elements.py index fe5ad636..432e4bbc 100644 --- a/app/layout_elements.py +++ b/app/layout_elements.py @@ -262,7 +262,7 @@ def display_and_edit_input_data( "transportation_processes", "reconversion_processes" "CAPEX", "full load hours", - "interest rate", + "WACC", "specific_costs", "conversion_coefficients", "dac_and_desalination", @@ -283,7 +283,7 @@ def display_and_edit_input_data( data_type : str the data type which should be selected. Needs to be one of "electricity_generation", "conversion_processes", "transportation_processes", - "reconversion_processes", "CAPEX", "full load hours", "interest rate", + "reconversion_processes", "CAPEX", "full load hours", "WACC", "specific costs", "conversion_coefficients" and "dac_and_desalination" scope : Literal[None, "world", "Argentina", "Morocco", "South Africa"] The regional scope. Is automatically set to None for data of @@ -346,11 +346,11 @@ def display_and_edit_input_data( ), } - if data_type == "interest rate": + if data_type == "WACC": index = "source_region_code" columns = "parameter_code" missing_index_name = "parameter_code" - missing_index_value = "interest rate" + missing_index_value = "WACC" column_config = { c: st.column_config.NumberColumn( format="%.2f %%", min_value=0, max_value=100 diff --git a/app/plot_functions.py b/app/plot_functions.py index 195c2528..a302acb4 100644 --- a/app/plot_functions.py +++ b/app/plot_functions.py @@ -98,14 +98,14 @@ def plot_costs_on_map( def plot_input_data_on_map( api: PtxboaAPI, - data_type: Literal["CAPEX", "full load hours", "interest rate"], + data_type: Literal["CAPEX", "full load hours", "WACC"], color_col: Literal[ "PV tilted", "Wind Offshore", "Wind Onshore", "Wind Onshore (hybrid)", "PV tilted (hybrid)", - "interest rate", + "WACC", ], scope: Literal["world", "Argentina", "Morocco", "South Africa"] = "world", ) -> go.Figure: @@ -115,7 +115,7 @@ def plot_input_data_on_map( Parameters ---------- api : PtxboaAPI - data_type : Literal["CAPEX", "full load hours", "interest rate"] + data_type : Literal["CAPEX", "full load hours", "WACC"] The data type from which a parameter is plotted color_col : Literal[ "PV tilted", "Wind Offshore", "Wind Onshore", "Wind the parameter to plot on the map @@ -130,10 +130,10 @@ def plot_input_data_on_map( """ input_data = get_data_type_from_input_data(api, data_type=data_type, scope=None) - units = {"CAPEX": "USD/kW", "full load hours": "h/a", "interest rate": "%"} + units = {"CAPEX": "USD/kW", "full load hours": "h/a", "WACC": "%"} - if data_type == "interest rate": - assert color_col == "interest rate" + if data_type == "WACC": + assert color_col == "WACC" custom_data_func_kwargs = {"float_precision": 2} if data_type == "full load hours": assert color_col in [ @@ -309,11 +309,11 @@ def _set_map_layout(fig: go.Figure, colorbar_title: str) -> go.Figure: def _make_inputs_hoverdata(df, data_type, map_variable, unit, float_precision): custom_hover_data = [] - if data_type == "interest rate": + if data_type == "WACC": for idx, row in df.iterrows(): hover = ( f"{idx} | {data_type}

" - f"{row['interest rate']:.{float_precision}f} {unit}" + f"{row['WACC']:.{float_precision}f} {unit}" ) custom_hover_data.append(hover) else: diff --git a/app/ptxboa_functions.py b/app/ptxboa_functions.py index 495b4ce5..89195f04 100644 --- a/app/ptxboa_functions.py +++ b/app/ptxboa_functions.py @@ -254,7 +254,7 @@ def get_data_type_from_input_data( "reconversion_processes", "CAPEX", "full load hours", - "interest rate", + "WACC", "specific_costs", "conversion_coefficients", "dac_and_desalination", @@ -275,7 +275,7 @@ def get_data_type_from_input_data( data_type : str the data type which should be selected. Needs to be one of "electricity_generation", "conversion_processes", "transportation_processes", - "reconversion_processes", "CAPEX", "full load hours", "interest rate", + "reconversion_processes", "CAPEX", "full load hours", "WACC", "specific costs", "conversion_coefficients" and "dac_and_desalination". scope : Literal[None, "world", "Argentina", "Morocco", "South Africa"] The regional scope. Is automatically set to None for data of @@ -397,12 +397,12 @@ def get_data_type_from_input_data( processes["is_transport"] & processes["is_transformation"], "process_name" ].to_list() - if data_type in ["CAPEX", "interest rate"]: + if data_type in ["CAPEX", "WACC"]: source_region_code = None parameter_code = [data_type] index = "source_region_code" - if data_type == "interest rate": + if data_type == "WACC": columns = "parameter_code" process_code = [""] @@ -429,8 +429,8 @@ def get_data_type_from_input_data( if scope in ["Argentina", "Morocco", "South Africa"]: df = select_subregions(df, scope) - # transform data to match unit [%] for 'interest_rate' and 'efficieny' - if data_type == "interest rate": + # transform data to match unit [%] for 'WACC' and 'efficieny' + if data_type == "WACC": df = df * 100 if "efficiency" in df.columns: diff --git a/app/tab_input_data.py b/app/tab_input_data.py index 38405d52..a13e566d 100644 --- a/app/tab_input_data.py +++ b/app/tab_input_data.py @@ -29,7 +29,7 @@ def content_input_data(api: PtxboaAPI) -> None: data_selection = st.radio( "Select data type", - ["CAPEX", "full load hours", "interest rate"], + ["CAPEX", "full load hours", "WACC"], horizontal=True, ) @@ -57,7 +57,7 @@ def content_input_data(api: PtxboaAPI) -> None: key="input_data_map_parameter", ) else: - map_parameter = "interest rate" + map_parameter = "WACC" fig = plot_input_data_on_map( api=api, data_type=data_selection, @@ -81,8 +81,8 @@ def content_input_data(api: PtxboaAPI) -> None: if data_selection == "full load hours": ylabel = "full load hours (h/a)" hover_name = "res_gen" - if data_selection == "interest rate": - ylabel = "interest rate (%)" + if data_selection == "WACC": + ylabel = "WACC (%)" hover_name = "parameter_code" fig = px.box( df, diff --git a/app/user_data.py b/app/user_data.py index cd2b6f20..80056a85 100644 --- a/app/user_data.py +++ b/app/user_data.py @@ -57,9 +57,9 @@ def register_user_changes( # Replace the 'id' values with the corresponding index elements from df_tab res[index] = res[index].map(lambda x: df_tab.index[x]) - # convert the interest rate from [%] to [decimals] + # convert the WACC from [%] to [decimals] res["value"] = res["value"].astype(float) - for param_code in ["interest rate", "efficiency"]: + for param_code in ["WACC", "efficiency"]: res.loc[res["parameter_code"] == param_code, "value"] = ( res.loc[res["parameter_code"] == param_code, "value"] / 100 ) @@ -109,7 +109,7 @@ def _custom_unit_based_on_process_and_parameter(process, parameter, unaffected): def _custom_unit_based_on_parameter(parameter, unaffected): - mapping = {"efficiency": "%", "interest rate": "%"} + mapping = {"efficiency": "%", "WACC": "%"} return mapping.get(parameter, unaffected) @@ -118,8 +118,8 @@ def display_user_changes(api): if st.session_state["user_changes_df"] is not None: df = st.session_state["user_changes_df"].copy() - # convert the values for 'interest rate' and 'efficiency' from [decimals] to [%] - for param_code in ["interest rate", "efficiency"]: + # convert the values for 'WACC' and 'efficiency' from [decimals] to [%] + for param_code in ["WACC", "efficiency"]: df.loc[df["parameter_code"] == param_code, "value"] = ( df.loc[df["parameter_code"] == param_code, "value"] * 100 ) diff --git a/app/user_data_from_file.py b/app/user_data_from_file.py index 9600bc57..f6c6f017 100644 --- a/app/user_data_from_file.py +++ b/app/user_data_from_file.py @@ -182,7 +182,7 @@ def _validate_param_in_range(result): "OPEX (fix)": (0, np.inf), "efficiency": (0, 1), "lifetime / amortization period": (0, np.inf), - "interest rate": (0, 1), + "WACC": (0, 1), "full load hours": (0, 8760), "specific costs": (0, np.inf), "losses (own fuel, transport)": (0, np.inf), diff --git a/md/helptext_columns_lifetime.md b/md/helptext_columns_lifetime.md index e2d5b2ec..048f015e 100644 --- a/md/helptext_columns_lifetime.md +++ b/md/helptext_columns_lifetime.md @@ -1,3 +1,3 @@ -The lifetime of a process is used (in combination with the WACC / interest rate) to distribute its capital costs across time. +The lifetime of a process is used (in combination with the WACC) to distribute its capital costs across time. Longer lifetimes lead to lower costs per kWh delivered. diff --git a/md/whatisthis_input_data.md b/md/whatisthis_input_data.md index 86a41d24..6a1e2609 100644 --- a/md/whatisthis_input_data.md +++ b/md/whatisthis_input_data.md @@ -2,7 +2,7 @@ This tab gives you an overview of model input data that is country-specific. -First you get an overview of data that is region specific: CAPEX, full load hours of renewables, and interest rates (WACC). For CAPEX and full load hours you can choose which source to display in map and data tables. +First you get an overview of data that is region specific: CAPEX, full load hours of renewables, and Weighted Average Cost of Capital (WACC). For CAPEX and full load hours you can choose which source to display in map and data tables. Next follows a list of global input data (that is not region specific). It is structured by expandable sections, each one containing a data table. diff --git a/ptxboa/static/__init__.py b/ptxboa/static/__init__.py index ef83d6e9..b47987d1 100644 --- a/ptxboa/static/__init__.py +++ b/ptxboa/static/__init__.py @@ -1,807 +1,807 @@ -# -*- coding: utf-8 -*- -"""DO NOT EDIT (created by _update_static.py).""" - -from typing import Literal - -YearType = Literal["2030", "2040"] -YearValues = ["2030", "2040"] - - -ParameterRangeType = Literal["high", "low", "medium"] -ParameterRangeValues = ["high", "low", "medium"] - - -SourceRegionCodeType = Literal[ - "ARE", - "ARG", - "ARG-BA", - "ARG-CAT", - "ARG-CBA", - "ARG-CHA", - "ARG-CHU", - "ARG-COR", - "ARG-CRB", - "ARG-CRU", - "ARG-EST", - "ARG-FOR", - "ARG-FUE", - "ARG-JUJ", - "ARG-LAR", - "ARG-MEN", - "ARG-MIS", - "ARG-NEG", - "ARG-NEU", - "ARG-PAM", - "ARG-RIO", - "ARG-SAF", - "ARG-SAJ", - "ARG-SAL", - "ARG-SAT", - "ARG-TUC", - "AUS", - "BRA", - "CHL", - "CHN", - "COL", - "CRI", - "DNK", - "DZA", - "EGY", - "ESP", - "IDN", - "IND", - "JOR", - "KAZ", - "KEN", - "MAR", - "MAR-BEN", - "MAR-CAS", - "MAR-DAK", - "MAR-DRA", - "MAR-FES", - "MAR-GUE", - "MAR-LAA", - "MAR-LOR", - "MAR-MAR", - "MAR-RAB", - "MAR-SOU", - "MAR-TAN", - "MEX", - "MRT", - "NAM", - "NOR", - "PER", - "PRT", - "RUS", - "SAU", - "SWE", - "THA", - "TUN", - "UKR", - "URY", - "USA", - "VNM", - "ZAF", - "ZAF-EC", - "ZAF-FRS", - "ZAF-GAU", - "ZAF-KWA", - "ZAF-LIM", - "ZAF-MPU", - "ZAF-NC", - "ZAF-NW", - "ZAF-WC", -] -SourceRegionCodeValues = [ - "ARE", - "ARG", - "ARG-BA", - "ARG-CAT", - "ARG-CBA", - "ARG-CHA", - "ARG-CHU", - "ARG-COR", - "ARG-CRB", - "ARG-CRU", - "ARG-EST", - "ARG-FOR", - "ARG-FUE", - "ARG-JUJ", - "ARG-LAR", - "ARG-MEN", - "ARG-MIS", - "ARG-NEG", - "ARG-NEU", - "ARG-PAM", - "ARG-RIO", - "ARG-SAF", - "ARG-SAJ", - "ARG-SAL", - "ARG-SAT", - "ARG-TUC", - "AUS", - "BRA", - "CHL", - "CHN", - "COL", - "CRI", - "DNK", - "DZA", - "EGY", - "ESP", - "IDN", - "IND", - "JOR", - "KAZ", - "KEN", - "MAR", - "MAR-BEN", - "MAR-CAS", - "MAR-DAK", - "MAR-DRA", - "MAR-FES", - "MAR-GUE", - "MAR-LAA", - "MAR-LOR", - "MAR-MAR", - "MAR-RAB", - "MAR-SOU", - "MAR-TAN", - "MEX", - "MRT", - "NAM", - "NOR", - "PER", - "PRT", - "RUS", - "SAU", - "SWE", - "THA", - "TUN", - "UKR", - "URY", - "USA", - "VNM", - "ZAF", - "ZAF-EC", - "ZAF-FRS", - "ZAF-GAU", - "ZAF-KWA", - "ZAF-LIM", - "ZAF-MPU", - "ZAF-NC", - "ZAF-NW", - "ZAF-WC", -] - - -TargetCountryCodeType = Literal[ - "CHN", "DEU", "ESP", "FRA", "IND", "JPN", "KOR", "NLD", "USA" -] -TargetCountryCodeValues = [ - "CHN", - "DEU", - "ESP", - "FRA", - "IND", - "JPN", - "KOR", - "NLD", - "USA", -] - - -SourceRegionNameType = Literal[ - "Algeria", - "Argentina", - "Argentina (Autonomous City of Buenos Aires)", - "Argentina (Buenos Aires)", - "Argentina (Catamarca)", - "Argentina (Chaco)", - "Argentina (Chubut)", - "Argentina (Córdoba)", - "Argentina (Corrientes)", - "Argentina (Entre Ríos)", - "Argentina (Formosa)", - "Argentina (Jujuy)", - "Argentina (La Pampa)", - "Argentina (La Rioja)", - "Argentina (Mendoza)", - "Argentina (Misiones)", - "Argentina (Neuquén)", - "Argentina (Río Negro)", - "Argentina (Salta)", - "Argentina (San Juan)", - "Argentina (San Luis)", - "Argentina (Santa Cruz)", - "Argentina (Santa Fe)", - "Argentina (Santiago del Estero)", - "Argentina (Tierra del Fuego, Antártida e Islas del Atlántico Sur)", - "Argentina (Tucumán)", - "Australia", - "Brazil", - "Chile", - "China", - "Colombia", - "Costa Rica", - "Denmark", - "Egypt", - "India", - "Indonesia", - "Jordan", - "Kazakhstan", - "Kenya", - "Mauritania", - "Mexico", - "Morocco", - "Morocco (Béni Mellal-Khénifra)", - "Morocco (Casablanca)", - "Morocco (Dakhla-Oued Ed-Dahab)", - "Morocco (Drâa-Tafilalet)", - "Morocco (Fès-Meknès)", - "Morocco (Guelmim-Oued Noun)", - "Morocco (L´oriental)", - "Morocco (Laâyoune-Sakia El Hamra)", - "Morocco (Marrakech-Safi)", - "Morocco (Rabat-Salé-Kénitra)", - "Morocco (Souss-Massa)", - "Morocco (Tangier)", - "Namibia", - "Norway", - "Peru", - "Portugal", - "Russia", - "Saudi Arabia", - "South Africa", - "South Africa (East Cape)", - "South Africa (Free State)", - "South Africa (Gauteng)", - "South Africa (KwaZulu-Natal)", - "South Africa (Limpopo)", - "South Africa (Mpumalanga)", - "South Africa (North West)", - "South Africa (Northern Cape)", - "South Africa (Western Cape)", - "Spain", - "Sweden", - "Thailand", - "Tunisia", - "Ukraine", - "United Arab Emirates", - "Uruguay", - "USA", - "Vietnam", -] -SourceRegionNameValues = [ - "Algeria", - "Argentina", - "Argentina (Autonomous City of Buenos Aires)", - "Argentina (Buenos Aires)", - "Argentina (Catamarca)", - "Argentina (Chaco)", - "Argentina (Chubut)", - "Argentina (Córdoba)", - "Argentina (Corrientes)", - "Argentina (Entre Ríos)", - "Argentina (Formosa)", - "Argentina (Jujuy)", - "Argentina (La Pampa)", - "Argentina (La Rioja)", - "Argentina (Mendoza)", - "Argentina (Misiones)", - "Argentina (Neuquén)", - "Argentina (Río Negro)", - "Argentina (Salta)", - "Argentina (San Juan)", - "Argentina (San Luis)", - "Argentina (Santa Cruz)", - "Argentina (Santa Fe)", - "Argentina (Santiago del Estero)", - "Argentina (Tierra del Fuego, Antártida e Islas del Atlántico Sur)", - "Argentina (Tucumán)", - "Australia", - "Brazil", - "Chile", - "China", - "Colombia", - "Costa Rica", - "Denmark", - "Egypt", - "India", - "Indonesia", - "Jordan", - "Kazakhstan", - "Kenya", - "Mauritania", - "Mexico", - "Morocco", - "Morocco (Béni Mellal-Khénifra)", - "Morocco (Casablanca)", - "Morocco (Dakhla-Oued Ed-Dahab)", - "Morocco (Drâa-Tafilalet)", - "Morocco (Fès-Meknès)", - "Morocco (Guelmim-Oued Noun)", - "Morocco (L´oriental)", - "Morocco (Laâyoune-Sakia El Hamra)", - "Morocco (Marrakech-Safi)", - "Morocco (Rabat-Salé-Kénitra)", - "Morocco (Souss-Massa)", - "Morocco (Tangier)", - "Namibia", - "Norway", - "Peru", - "Portugal", - "Russia", - "Saudi Arabia", - "South Africa", - "South Africa (East Cape)", - "South Africa (Free State)", - "South Africa (Gauteng)", - "South Africa (KwaZulu-Natal)", - "South Africa (Limpopo)", - "South Africa (Mpumalanga)", - "South Africa (North West)", - "South Africa (Northern Cape)", - "South Africa (Western Cape)", - "Spain", - "Sweden", - "Thailand", - "Tunisia", - "Ukraine", - "United Arab Emirates", - "Uruguay", - "USA", - "Vietnam", -] - - -TargetCountryNameType = Literal[ - "China", - "France", - "Germany", - "India", - "Japan", - "Netherlands", - "South Korea", - "Spain", - "USA", -] -TargetCountryNameValues = [ - "China", - "France", - "Germany", - "India", - "Japan", - "Netherlands", - "South Korea", - "Spain", - "USA", -] - - -ProcessCodeType = Literal[ - "AEL-EL", - "ATR", - "CH3OHREC", - "CH3OH-S", - "CH3OH-SB", - "CH3OHSYN", - "CH4-COMP", - "CH4-LIQ", - "CH4-P-L", - "CH4-P-LR", - "CH4-P-S", - "CH4-P-SR", - "CH4-RGAS", - "CH4-S", - "CH4-SB", - "CH4SYN", - "DAC", - "DESAL", - "DRI", - "DRI-S", - "DRI-SB", - "EFUELSYN", - "EL-STR", - "EL-TRANS", - "H2-COMP", - "H2-LIQ", - "H2-P-L", - "H2-P-LR", - "H2-P-S", - "H2-P-SR", - "H2-RGAS", - "H2-S", - "H2-SB", - "H2-STR", - "LOHC-CON", - "LOHC-REC", - "LOHC-S", - "LOHC-SB", - "NH3-REC", - "NH3-S", - "NH3-SB", - "NH3SYN", - "PEM-EL", - "PV-FIX", - "PV-TRK", - "REGASATR", - "RES-HYBR", - "SOEC-EL", - "SYN-S", - "SYN-SB", - "WIND-OFF", - "WIND-ON", -] -ProcessCodeValues = [ - "AEL-EL", - "ATR", - "CH3OHREC", - "CH3OH-S", - "CH3OH-SB", - "CH3OHSYN", - "CH4-COMP", - "CH4-LIQ", - "CH4-P-L", - "CH4-P-LR", - "CH4-P-S", - "CH4-P-SR", - "CH4-RGAS", - "CH4-S", - "CH4-SB", - "CH4SYN", - "DAC", - "DESAL", - "DRI", - "DRI-S", - "DRI-SB", - "EFUELSYN", - "EL-STR", - "EL-TRANS", - "H2-COMP", - "H2-LIQ", - "H2-P-L", - "H2-P-LR", - "H2-P-S", - "H2-P-SR", - "H2-RGAS", - "H2-S", - "H2-SB", - "H2-STR", - "LOHC-CON", - "LOHC-REC", - "LOHC-S", - "LOHC-SB", - "NH3-REC", - "NH3-S", - "NH3-SB", - "NH3SYN", - "PEM-EL", - "PV-FIX", - "PV-TRK", - "REGASATR", - "RES-HYBR", - "SOEC-EL", - "SYN-S", - "SYN-SB", - "WIND-OFF", - "WIND-ON", -] - - -FlowCodeType = Literal[ - "BFUEL-L", - "CH3OH-L", - "CH4-G", - "CH4-L", - "CHX-L", - "CO2-G", - "C-S", - "DRI-S", - "EL", - "H2-G", - "H2-L", - "H2O-L", - "HEAT", - "LOHC-L", - "N2-G", - "NH3-L", -] -FlowCodeValues = [ - "BFUEL-L", - "CH3OH-L", - "CH4-G", - "CH4-L", - "CHX-L", - "CO2-G", - "C-S", - "DRI-S", - "EL", - "H2-G", - "H2-L", - "H2O-L", - "HEAT", - "LOHC-L", - "N2-G", - "NH3-L", -] - - -ParameterCodeType = Literal[ - "CALOR", - "CAPEX", - "CAP-T", - "CONV", - "DST-S-D", - "DST-S-DP", - "EFF", - "FLH", - "LIFETIME", - "LOSS-T", - "OPEX-F", - "OPEX-O", - "OPEX-T", - "RE-POT", - "SEASHARE", - "SPECCOST", - "WACC", -] -ParameterCodeValues = [ - "CALOR", - "CAPEX", - "CAP-T", - "CONV", - "DST-S-D", - "DST-S-DP", - "EFF", - "FLH", - "LIFETIME", - "LOSS-T", - "OPEX-F", - "OPEX-O", - "OPEX-T", - "RE-POT", - "SEASHARE", - "SPECCOST", - "WACC", -] - - -ParameterNameType = Literal[ - "calorific values", - "CAPEX", - "conversion factors", - "efficiency", - "full load hours", - "interest rate", - "levelized costs", - "lifetime / amortization period", - "losses (own fuel, transport)", - "OPEX (fix)", - "OPEX (other variable)", - "pipeline distance", - "RE potential", - "sea share of pipeline distance", - "shipping distance", - "specific costs", - "transport capacity", -] -ParameterNameValues = [ - "calorific values", - "CAPEX", - "conversion factors", - "efficiency", - "full load hours", - "interest rate", - "levelized costs", - "lifetime / amortization period", - "losses (own fuel, transport)", - "OPEX (fix)", - "OPEX (other variable)", - "pipeline distance", - "RE potential", - "sea share of pipeline distance", - "shipping distance", - "specific costs", - "transport capacity", -] - - -ChainNameType = Literal[ - "Ammonia (AEL)", - "Ammonia (AEL) + reconv. to H2", - "Ammonia (PEM)", - "Ammonia (PEM) + reconv. to H2", - "Ammonia (SOEC)", - "Ammonia (SOEC) + reconv. to H2", - "FT e-fuels (AEL)", - "FT e-fuels (PEM)", - "FT e-fuels (SOEC)", - "Green Iron (AEL)", - "Green Iron (PEM)", - "Green Iron (SOEC)", - "Hydrogen (AEL)", - "Hydrogen (PEM)", - "Hydrogen (SOEC)", - "LOHC (AEL)", - "LOHC (PEM)", - "LOHC (SOEC)", - "Methane (AEL)", - "Methane (AEL) + reconv. to H2", - "Methane (PEM)", - "Methane (PEM) + reconv. to H2", - "Methane (SOEC)", - "Methane (SOEC) + reconv. to H2", - "Methanol (AEL)", - "Methanol (PEM)", - "Methanol (SOEC)", -] -ChainNameValues = [ - "Ammonia (AEL)", - "Ammonia (AEL) + reconv. to H2", - "Ammonia (PEM)", - "Ammonia (PEM) + reconv. to H2", - "Ammonia (SOEC)", - "Ammonia (SOEC) + reconv. to H2", - "FT e-fuels (AEL)", - "FT e-fuels (PEM)", - "FT e-fuels (SOEC)", - "Green Iron (AEL)", - "Green Iron (PEM)", - "Green Iron (SOEC)", - "Hydrogen (AEL)", - "Hydrogen (PEM)", - "Hydrogen (SOEC)", - "LOHC (AEL)", - "LOHC (PEM)", - "LOHC (SOEC)", - "Methane (AEL)", - "Methane (AEL) + reconv. to H2", - "Methane (PEM)", - "Methane (PEM) + reconv. to H2", - "Methane (SOEC)", - "Methane (SOEC) + reconv. to H2", - "Methanol (AEL)", - "Methanol (PEM)", - "Methanol (SOEC)", -] - - -ScenarioType = Literal[ - "2030 (high)", - "2030 (low)", - "2030 (medium)", - "2040 (high)", - "2040 (low)", - "2040 (medium)", -] -ScenarioValues = [ - "2030 (high)", - "2030 (low)", - "2030 (medium)", - "2040 (high)", - "2040 (low)", - "2040 (medium)", -] - - -ResultClassType = Literal[ - "Carbon", - "Derivate production", - "Electricity and H2 storage", - "Electricity generation", - "Electrolysis", - "HEAT", - "Transportation (Pipeline)", - "Transportation (Ship)", - "Water", -] -ResultClassValues = [ - "Carbon", - "Derivate production", - "Electricity and H2 storage", - "Electricity generation", - "Electrolysis", - "HEAT", - "Transportation (Pipeline)", - "Transportation (Ship)", - "Water", -] - - -SecProcCO2Type = Literal["Direct Air Capture"] -SecProcCO2Values = ["Direct Air Capture"] - - -SecProcH2OType = Literal["Sea Water desalination"] -SecProcH2OValues = ["Sea Water desalination"] - - -ResGenType = Literal[ - "PV tilted", "PV tracking", "Wind-PV-Hybrid", "Wind Offshore", "Wind Onshore" -] -ResGenValues = [ - "PV tilted", - "PV tracking", - "Wind-PV-Hybrid", - "Wind Offshore", - "Wind Onshore", -] - - -ProcessCodeResType = Literal["PV-FIX", "PV-TRK", "RES-HYBR", "WIND-OFF", "WIND-ON"] -ProcessCodeResValues = ["PV-FIX", "PV-TRK", "RES-HYBR", "WIND-OFF", "WIND-ON"] - - -DimensionType = Literal[ - "scenario", - "chain", - "region", - "country", - "transport", - "output_unit", - "flow", - "process", - "secproc_co2", - "secproc_water", - "res_gen", -] -DimensionValues = [ - "scenario", - "chain", - "region", - "country", - "transport", - "output_unit", - "flow", - "process", - "secproc_co2", - "secproc_water", - "res_gen", -] - - -ProcessStepType = Literal[ - "EL_STR", - "ELY", - "H2_STR", - "DERIV", - "PRE_SHP", - "PRE_PPL", - "POST_SHP", - "POST_PPL", - "SHP", - "SHP-OWN", - "PPLS", - "PPL", - "PPLX", - "PPLR", -] -ProcessStepValues = [ - "EL_STR", - "ELY", - "H2_STR", - "DERIV", - "PRE_SHP", - "PRE_PPL", - "POST_SHP", - "POST_PPL", - "SHP", - "SHP-OWN", - "PPLS", - "PPL", - "PPLX", - "PPLR", -] - - -ResultCostType = Literal["CAPEX", "OPEX", "FLOW", "LC"] -ResultCostValues = ["CAPEX", "OPEX", "FLOW", "LC"] - - -TransportType = Literal["Ship", "Pipeline"] -TransportValues = ["Ship", "Pipeline"] - - -OutputUnitType = Literal["USD/MWh", "USD/t"] -OutputUnitValues = ["USD/MWh", "USD/t"] +# -*- coding: utf-8 -*- +"""DO NOT EDIT (created by _update_static.py).""" + +from typing import Literal + +YearType = Literal["2030", "2040"] +YearValues = ["2030", "2040"] + + +ParameterRangeType = Literal["high", "low", "medium"] +ParameterRangeValues = ["high", "low", "medium"] + + +SourceRegionCodeType = Literal[ + "ARE", + "ARG", + "ARG-BA", + "ARG-CAT", + "ARG-CBA", + "ARG-CHA", + "ARG-CHU", + "ARG-COR", + "ARG-CRB", + "ARG-CRU", + "ARG-EST", + "ARG-FOR", + "ARG-FUE", + "ARG-JUJ", + "ARG-LAR", + "ARG-MEN", + "ARG-MIS", + "ARG-NEG", + "ARG-NEU", + "ARG-PAM", + "ARG-RIO", + "ARG-SAF", + "ARG-SAJ", + "ARG-SAL", + "ARG-SAT", + "ARG-TUC", + "AUS", + "BRA", + "CHL", + "CHN", + "COL", + "CRI", + "DNK", + "DZA", + "EGY", + "ESP", + "IDN", + "IND", + "JOR", + "KAZ", + "KEN", + "MAR", + "MAR-BEN", + "MAR-CAS", + "MAR-DAK", + "MAR-DRA", + "MAR-FES", + "MAR-GUE", + "MAR-LAA", + "MAR-LOR", + "MAR-MAR", + "MAR-RAB", + "MAR-SOU", + "MAR-TAN", + "MEX", + "MRT", + "NAM", + "NOR", + "PER", + "PRT", + "RUS", + "SAU", + "SWE", + "THA", + "TUN", + "UKR", + "URY", + "USA", + "VNM", + "ZAF", + "ZAF-EC", + "ZAF-FRS", + "ZAF-GAU", + "ZAF-KWA", + "ZAF-LIM", + "ZAF-MPU", + "ZAF-NC", + "ZAF-NW", + "ZAF-WC", +] +SourceRegionCodeValues = [ + "ARE", + "ARG", + "ARG-BA", + "ARG-CAT", + "ARG-CBA", + "ARG-CHA", + "ARG-CHU", + "ARG-COR", + "ARG-CRB", + "ARG-CRU", + "ARG-EST", + "ARG-FOR", + "ARG-FUE", + "ARG-JUJ", + "ARG-LAR", + "ARG-MEN", + "ARG-MIS", + "ARG-NEG", + "ARG-NEU", + "ARG-PAM", + "ARG-RIO", + "ARG-SAF", + "ARG-SAJ", + "ARG-SAL", + "ARG-SAT", + "ARG-TUC", + "AUS", + "BRA", + "CHL", + "CHN", + "COL", + "CRI", + "DNK", + "DZA", + "EGY", + "ESP", + "IDN", + "IND", + "JOR", + "KAZ", + "KEN", + "MAR", + "MAR-BEN", + "MAR-CAS", + "MAR-DAK", + "MAR-DRA", + "MAR-FES", + "MAR-GUE", + "MAR-LAA", + "MAR-LOR", + "MAR-MAR", + "MAR-RAB", + "MAR-SOU", + "MAR-TAN", + "MEX", + "MRT", + "NAM", + "NOR", + "PER", + "PRT", + "RUS", + "SAU", + "SWE", + "THA", + "TUN", + "UKR", + "URY", + "USA", + "VNM", + "ZAF", + "ZAF-EC", + "ZAF-FRS", + "ZAF-GAU", + "ZAF-KWA", + "ZAF-LIM", + "ZAF-MPU", + "ZAF-NC", + "ZAF-NW", + "ZAF-WC", +] + + +TargetCountryCodeType = Literal[ + "CHN", "DEU", "ESP", "FRA", "IND", "JPN", "KOR", "NLD", "USA" +] +TargetCountryCodeValues = [ + "CHN", + "DEU", + "ESP", + "FRA", + "IND", + "JPN", + "KOR", + "NLD", + "USA", +] + + +SourceRegionNameType = Literal[ + "Algeria", + "Argentina", + "Argentina (Autonomous City of Buenos Aires)", + "Argentina (Buenos Aires)", + "Argentina (Catamarca)", + "Argentina (Chaco)", + "Argentina (Chubut)", + "Argentina (Córdoba)", + "Argentina (Corrientes)", + "Argentina (Entre Ríos)", + "Argentina (Formosa)", + "Argentina (Jujuy)", + "Argentina (La Pampa)", + "Argentina (La Rioja)", + "Argentina (Mendoza)", + "Argentina (Misiones)", + "Argentina (Neuquén)", + "Argentina (Río Negro)", + "Argentina (Salta)", + "Argentina (San Juan)", + "Argentina (San Luis)", + "Argentina (Santa Cruz)", + "Argentina (Santa Fe)", + "Argentina (Santiago del Estero)", + "Argentina (Tierra del Fuego, Antártida e Islas del Atlántico Sur)", + "Argentina (Tucumán)", + "Australia", + "Brazil", + "Chile", + "China", + "Colombia", + "Costa Rica", + "Denmark", + "Egypt", + "India", + "Indonesia", + "Jordan", + "Kazakhstan", + "Kenya", + "Mauritania", + "Mexico", + "Morocco", + "Morocco (Béni Mellal-Khénifra)", + "Morocco (Casablanca)", + "Morocco (Dakhla-Oued Ed-Dahab)", + "Morocco (Drâa-Tafilalet)", + "Morocco (Fès-Meknès)", + "Morocco (Guelmim-Oued Noun)", + "Morocco (L´oriental)", + "Morocco (Laâyoune-Sakia El Hamra)", + "Morocco (Marrakech-Safi)", + "Morocco (Rabat-Salé-Kénitra)", + "Morocco (Souss-Massa)", + "Morocco (Tangier)", + "Namibia", + "Norway", + "Peru", + "Portugal", + "Russia", + "Saudi Arabia", + "South Africa", + "South Africa (East Cape)", + "South Africa (Free State)", + "South Africa (Gauteng)", + "South Africa (KwaZulu-Natal)", + "South Africa (Limpopo)", + "South Africa (Mpumalanga)", + "South Africa (North West)", + "South Africa (Northern Cape)", + "South Africa (Western Cape)", + "Spain", + "Sweden", + "Thailand", + "Tunisia", + "Ukraine", + "United Arab Emirates", + "Uruguay", + "USA", + "Vietnam", +] +SourceRegionNameValues = [ + "Algeria", + "Argentina", + "Argentina (Autonomous City of Buenos Aires)", + "Argentina (Buenos Aires)", + "Argentina (Catamarca)", + "Argentina (Chaco)", + "Argentina (Chubut)", + "Argentina (Córdoba)", + "Argentina (Corrientes)", + "Argentina (Entre Ríos)", + "Argentina (Formosa)", + "Argentina (Jujuy)", + "Argentina (La Pampa)", + "Argentina (La Rioja)", + "Argentina (Mendoza)", + "Argentina (Misiones)", + "Argentina (Neuquén)", + "Argentina (Río Negro)", + "Argentina (Salta)", + "Argentina (San Juan)", + "Argentina (San Luis)", + "Argentina (Santa Cruz)", + "Argentina (Santa Fe)", + "Argentina (Santiago del Estero)", + "Argentina (Tierra del Fuego, Antártida e Islas del Atlántico Sur)", + "Argentina (Tucumán)", + "Australia", + "Brazil", + "Chile", + "China", + "Colombia", + "Costa Rica", + "Denmark", + "Egypt", + "India", + "Indonesia", + "Jordan", + "Kazakhstan", + "Kenya", + "Mauritania", + "Mexico", + "Morocco", + "Morocco (Béni Mellal-Khénifra)", + "Morocco (Casablanca)", + "Morocco (Dakhla-Oued Ed-Dahab)", + "Morocco (Drâa-Tafilalet)", + "Morocco (Fès-Meknès)", + "Morocco (Guelmim-Oued Noun)", + "Morocco (L´oriental)", + "Morocco (Laâyoune-Sakia El Hamra)", + "Morocco (Marrakech-Safi)", + "Morocco (Rabat-Salé-Kénitra)", + "Morocco (Souss-Massa)", + "Morocco (Tangier)", + "Namibia", + "Norway", + "Peru", + "Portugal", + "Russia", + "Saudi Arabia", + "South Africa", + "South Africa (East Cape)", + "South Africa (Free State)", + "South Africa (Gauteng)", + "South Africa (KwaZulu-Natal)", + "South Africa (Limpopo)", + "South Africa (Mpumalanga)", + "South Africa (North West)", + "South Africa (Northern Cape)", + "South Africa (Western Cape)", + "Spain", + "Sweden", + "Thailand", + "Tunisia", + "Ukraine", + "United Arab Emirates", + "Uruguay", + "USA", + "Vietnam", +] + + +TargetCountryNameType = Literal[ + "China", + "France", + "Germany", + "India", + "Japan", + "Netherlands", + "South Korea", + "Spain", + "USA", +] +TargetCountryNameValues = [ + "China", + "France", + "Germany", + "India", + "Japan", + "Netherlands", + "South Korea", + "Spain", + "USA", +] + + +ProcessCodeType = Literal[ + "AEL-EL", + "ATR", + "CH3OHREC", + "CH3OH-S", + "CH3OH-SB", + "CH3OHSYN", + "CH4-COMP", + "CH4-LIQ", + "CH4-P-L", + "CH4-P-LR", + "CH4-P-S", + "CH4-P-SR", + "CH4-RGAS", + "CH4-S", + "CH4-SB", + "CH4SYN", + "DAC", + "DESAL", + "DRI", + "DRI-S", + "DRI-SB", + "EFUELSYN", + "EL-STR", + "EL-TRANS", + "H2-COMP", + "H2-LIQ", + "H2-P-L", + "H2-P-LR", + "H2-P-S", + "H2-P-SR", + "H2-RGAS", + "H2-S", + "H2-SB", + "H2-STR", + "LOHC-CON", + "LOHC-REC", + "LOHC-S", + "LOHC-SB", + "NH3-REC", + "NH3-S", + "NH3-SB", + "NH3SYN", + "PEM-EL", + "PV-FIX", + "PV-TRK", + "REGASATR", + "RES-HYBR", + "SOEC-EL", + "SYN-S", + "SYN-SB", + "WIND-OFF", + "WIND-ON", +] +ProcessCodeValues = [ + "AEL-EL", + "ATR", + "CH3OHREC", + "CH3OH-S", + "CH3OH-SB", + "CH3OHSYN", + "CH4-COMP", + "CH4-LIQ", + "CH4-P-L", + "CH4-P-LR", + "CH4-P-S", + "CH4-P-SR", + "CH4-RGAS", + "CH4-S", + "CH4-SB", + "CH4SYN", + "DAC", + "DESAL", + "DRI", + "DRI-S", + "DRI-SB", + "EFUELSYN", + "EL-STR", + "EL-TRANS", + "H2-COMP", + "H2-LIQ", + "H2-P-L", + "H2-P-LR", + "H2-P-S", + "H2-P-SR", + "H2-RGAS", + "H2-S", + "H2-SB", + "H2-STR", + "LOHC-CON", + "LOHC-REC", + "LOHC-S", + "LOHC-SB", + "NH3-REC", + "NH3-S", + "NH3-SB", + "NH3SYN", + "PEM-EL", + "PV-FIX", + "PV-TRK", + "REGASATR", + "RES-HYBR", + "SOEC-EL", + "SYN-S", + "SYN-SB", + "WIND-OFF", + "WIND-ON", +] + + +FlowCodeType = Literal[ + "BFUEL-L", + "CH3OH-L", + "CH4-G", + "CH4-L", + "CHX-L", + "CO2-G", + "C-S", + "DRI-S", + "EL", + "H2-G", + "H2-L", + "H2O-L", + "HEAT", + "LOHC-L", + "N2-G", + "NH3-L", +] +FlowCodeValues = [ + "BFUEL-L", + "CH3OH-L", + "CH4-G", + "CH4-L", + "CHX-L", + "CO2-G", + "C-S", + "DRI-S", + "EL", + "H2-G", + "H2-L", + "H2O-L", + "HEAT", + "LOHC-L", + "N2-G", + "NH3-L", +] + + +ParameterCodeType = Literal[ + "CALOR", + "CAPEX", + "CAP-T", + "CONV", + "DST-S-D", + "DST-S-DP", + "EFF", + "FLH", + "LIFETIME", + "LOSS-T", + "OPEX-F", + "OPEX-O", + "OPEX-T", + "RE-POT", + "SEASHARE", + "SPECCOST", + "WACC", +] +ParameterCodeValues = [ + "CALOR", + "CAPEX", + "CAP-T", + "CONV", + "DST-S-D", + "DST-S-DP", + "EFF", + "FLH", + "LIFETIME", + "LOSS-T", + "OPEX-F", + "OPEX-O", + "OPEX-T", + "RE-POT", + "SEASHARE", + "SPECCOST", + "WACC", +] + + +ParameterNameType = Literal[ + "calorific values", + "CAPEX", + "conversion factors", + "efficiency", + "full load hours", + "levelized costs", + "lifetime / amortization period", + "losses (own fuel, transport)", + "OPEX (fix)", + "OPEX (other variable)", + "pipeline distance", + "RE potential", + "sea share of pipeline distance", + "shipping distance", + "specific costs", + "transport capacity", + "WACC", +] +ParameterNameValues = [ + "calorific values", + "CAPEX", + "conversion factors", + "efficiency", + "full load hours", + "levelized costs", + "lifetime / amortization period", + "losses (own fuel, transport)", + "OPEX (fix)", + "OPEX (other variable)", + "pipeline distance", + "RE potential", + "sea share of pipeline distance", + "shipping distance", + "specific costs", + "transport capacity", + "WACC", +] + + +ChainNameType = Literal[ + "Ammonia (AEL)", + "Ammonia (AEL) + reconv. to H2", + "Ammonia (PEM)", + "Ammonia (PEM) + reconv. to H2", + "Ammonia (SOEC)", + "Ammonia (SOEC) + reconv. to H2", + "FT e-fuels (AEL)", + "FT e-fuels (PEM)", + "FT e-fuels (SOEC)", + "Green Iron (AEL)", + "Green Iron (PEM)", + "Green Iron (SOEC)", + "Hydrogen (AEL)", + "Hydrogen (PEM)", + "Hydrogen (SOEC)", + "LOHC (AEL)", + "LOHC (PEM)", + "LOHC (SOEC)", + "Methane (AEL)", + "Methane (AEL) + reconv. to H2", + "Methane (PEM)", + "Methane (PEM) + reconv. to H2", + "Methane (SOEC)", + "Methane (SOEC) + reconv. to H2", + "Methanol (AEL)", + "Methanol (PEM)", + "Methanol (SOEC)", +] +ChainNameValues = [ + "Ammonia (AEL)", + "Ammonia (AEL) + reconv. to H2", + "Ammonia (PEM)", + "Ammonia (PEM) + reconv. to H2", + "Ammonia (SOEC)", + "Ammonia (SOEC) + reconv. to H2", + "FT e-fuels (AEL)", + "FT e-fuels (PEM)", + "FT e-fuels (SOEC)", + "Green Iron (AEL)", + "Green Iron (PEM)", + "Green Iron (SOEC)", + "Hydrogen (AEL)", + "Hydrogen (PEM)", + "Hydrogen (SOEC)", + "LOHC (AEL)", + "LOHC (PEM)", + "LOHC (SOEC)", + "Methane (AEL)", + "Methane (AEL) + reconv. to H2", + "Methane (PEM)", + "Methane (PEM) + reconv. to H2", + "Methane (SOEC)", + "Methane (SOEC) + reconv. to H2", + "Methanol (AEL)", + "Methanol (PEM)", + "Methanol (SOEC)", +] + + +ScenarioType = Literal[ + "2030 (high)", + "2030 (low)", + "2030 (medium)", + "2040 (high)", + "2040 (low)", + "2040 (medium)", +] +ScenarioValues = [ + "2030 (high)", + "2030 (low)", + "2030 (medium)", + "2040 (high)", + "2040 (low)", + "2040 (medium)", +] + + +ResultClassType = Literal[ + "Carbon", + "Derivate production", + "Electricity and H2 storage", + "Electricity generation", + "Electrolysis", + "HEAT", + "Transportation (Pipeline)", + "Transportation (Ship)", + "Water", +] +ResultClassValues = [ + "Carbon", + "Derivate production", + "Electricity and H2 storage", + "Electricity generation", + "Electrolysis", + "HEAT", + "Transportation (Pipeline)", + "Transportation (Ship)", + "Water", +] + + +SecProcCO2Type = Literal["Direct Air Capture"] +SecProcCO2Values = ["Direct Air Capture"] + + +SecProcH2OType = Literal["Sea Water desalination"] +SecProcH2OValues = ["Sea Water desalination"] + + +ResGenType = Literal[ + "PV tilted", "PV tracking", "Wind-PV-Hybrid", "Wind Offshore", "Wind Onshore" +] +ResGenValues = [ + "PV tilted", + "PV tracking", + "Wind-PV-Hybrid", + "Wind Offshore", + "Wind Onshore", +] + + +ProcessCodeResType = Literal["PV-FIX", "PV-TRK", "RES-HYBR", "WIND-OFF", "WIND-ON"] +ProcessCodeResValues = ["PV-FIX", "PV-TRK", "RES-HYBR", "WIND-OFF", "WIND-ON"] + + +DimensionType = Literal[ + "scenario", + "chain", + "region", + "country", + "transport", + "output_unit", + "flow", + "process", + "secproc_co2", + "secproc_water", + "res_gen", +] +DimensionValues = [ + "scenario", + "chain", + "region", + "country", + "transport", + "output_unit", + "flow", + "process", + "secproc_co2", + "secproc_water", + "res_gen", +] + + +ProcessStepType = Literal[ + "EL_STR", + "ELY", + "H2_STR", + "DERIV", + "PRE_SHP", + "PRE_PPL", + "POST_SHP", + "POST_PPL", + "SHP", + "SHP-OWN", + "PPLS", + "PPL", + "PPLX", + "PPLR", +] +ProcessStepValues = [ + "EL_STR", + "ELY", + "H2_STR", + "DERIV", + "PRE_SHP", + "PRE_PPL", + "POST_SHP", + "POST_PPL", + "SHP", + "SHP-OWN", + "PPLS", + "PPL", + "PPLX", + "PPLR", +] + + +ResultCostType = Literal["CAPEX", "OPEX", "FLOW", "LC"] +ResultCostValues = ["CAPEX", "OPEX", "FLOW", "LC"] + + +TransportType = Literal["Ship", "Pipeline"] +TransportValues = ["Ship", "Pipeline"] + + +OutputUnitType = Literal["USD/MWh", "USD/t"] +OutputUnitValues = ["USD/MWh", "USD/t"] diff --git a/ptxboa/static/dim_parameter.csv b/ptxboa/static/dim_parameter.csv index 435d45aa..ae170316 100644 --- a/ptxboa/static/dim_parameter.csv +++ b/ptxboa/static/dim_parameter.csv @@ -15,4 +15,4 @@ OPEX-T,levelized costs,USD2021/(kWh*km),False,False,True,False,True,False,False, RE-POT,RE potential,MWel,False,False,False,True,True,True,False,False,no,no,,process_code/source_region_code SEASHARE,sea share of pipeline distance,fraction,False,False,False,False,False,True,True,False,no,no,,source_region_code/target_country_code SPECCOST,specific costs,various (USD2021 per flow),True,False,False,False,False,True,False,True,basic,extended,"Costs are associated with every *secondary* input. It could also be associated with secondary output (<0 for gains, >0 for costs)",flow_code/source_region_code -WACC,interest rate,fraction,False,True,False,True,False,True,False,True,,,,source_region_code +WACC,WACC,fraction,False,True,False,True,False,True,False,True,,,,source_region_code diff --git a/tests/test_api_data.py b/tests/test_api_data.py index 1214077a..d6b6ca4d 100644 --- a/tests/test_api_data.py +++ b/tests/test_api_data.py @@ -21,7 +21,7 @@ def user_data_01(): ("Argentina", "PV tilted", 2000, "full load hours", None), ("Costa Rica", "Wind-PV-Hybrid", 2000, "full load hours", None), ("Australia", "Wind Onshore", 4000, "full load hours", None), - ("Costa Rica", None, 0.12, "interest rate", None), + ("Costa Rica", None, 0.12, "WACC", None), ], columns=[ "source_region_code", diff --git a/tests/test_user_data/non_existent_index_user_data.csv b/tests/test_user_data/non_existent_index_user_data.csv index 6494d70b..2344946b 100644 --- a/tests/test_user_data/non_existent_index_user_data.csv +++ b/tests/test_user_data/non_existent_index_user_data.csv @@ -17,7 +17,7 @@ India,Ammonia Synthesis (Haber-Bosch),efficiency,0.4, ,Ammonia ship (own fuel consumption),levelized costs,100.0, ,Ammonia ship (own fuel consumption),"losses (own fuel, transport)",0.5, ,Autothermal-Reactor (Blue Hydrogen),lifetime / amortization period,40.0, -United Arab Emirates,,interest rate,0.0001, -Australia,,interest rate,0.9, -Colombia,,interest rate,1.0, +United Arab Emirates,,WACC,0.0001, +Australia,,WACC,0.9, +Colombia,,WACC,1.0, ,,specific costs,0.3,heat diff --git a/tests/test_user_data/non_numeric_empty_user_data.csv b/tests/test_user_data/non_numeric_empty_user_data.csv index 035a8834..407f218d 100644 --- a/tests/test_user_data/non_numeric_empty_user_data.csv +++ b/tests/test_user_data/non_numeric_empty_user_data.csv @@ -17,7 +17,7 @@ Kenya,Wind-PV-Hybrid,full load hours,, ,Ammonia ship (own fuel consumption),levelized costs,100.0, ,Ammonia ship (own fuel consumption),"losses (own fuel, transport)",0.5, ,Autothermal-Reactor (Blue Hydrogen),lifetime / amortization period,40.0, -United Arab Emirates,,interest rate,0.0001, -Australia,,interest rate,0.9, -Colombia,,interest rate,1.0, +United Arab Emirates,,WACC,0.0001, +Australia,,WACC,0.9, +Colombia,,WACC,1.0, ,,specific costs,0.3,heat diff --git a/tests/test_user_data/non_numeric_nan_user_data.csv b/tests/test_user_data/non_numeric_nan_user_data.csv index 5381877d..a99110f1 100644 --- a/tests/test_user_data/non_numeric_nan_user_data.csv +++ b/tests/test_user_data/non_numeric_nan_user_data.csv @@ -17,7 +17,7 @@ Kenya,Wind-PV-Hybrid,full load hours,5000.0, ,Ammonia ship (own fuel consumption),levelized costs,100.0, ,Ammonia ship (own fuel consumption),"losses (own fuel, transport)",0.5, ,Autothermal-Reactor (Blue Hydrogen),lifetime / amortization period,40.0, -United Arab Emirates,,interest rate,0.0001, -Australia,,interest rate,0.9, -Colombia,,interest rate,1.0, +United Arab Emirates,,WACC,0.0001, +Australia,,WACC,0.9, +Colombia,,WACC,1.0, ,,specific costs,0.3,heat diff --git a/tests/test_user_data/non_numeric_string_user_data.csv b/tests/test_user_data/non_numeric_string_user_data.csv index 9db72d0d..426afe9c 100644 --- a/tests/test_user_data/non_numeric_string_user_data.csv +++ b/tests/test_user_data/non_numeric_string_user_data.csv @@ -17,7 +17,7 @@ Kenya,Wind-PV-Hybrid,full load hours,5000.0, ,Ammonia ship (own fuel consumption),levelized costs,100.0, ,Ammonia ship (own fuel consumption),"losses (own fuel, transport)",string_entry, ,Autothermal-Reactor (Blue Hydrogen),lifetime / amortization period,40.0, -United Arab Emirates,,interest rate,0.0001, -Australia,,interest rate,0.9, -Colombia,,interest rate,1.0, +United Arab Emirates,,WACC,0.0001, +Australia,,WACC,0.9, +Colombia,,WACC,1.0, ,,specific costs,0.3,heat diff --git a/tests/test_user_data/param_above_range_user_data.csv b/tests/test_user_data/param_above_range_user_data.csv index 95b0e9fc..de4653d2 100644 --- a/tests/test_user_data/param_above_range_user_data.csv +++ b/tests/test_user_data/param_above_range_user_data.csv @@ -17,7 +17,7 @@ Kenya,Wind-PV-Hybrid,full load hours,5000.0, ,Ammonia ship (own fuel consumption),levelized costs,100.0, ,Ammonia ship (own fuel consumption),"losses (own fuel, transport)",0.5, ,Autothermal-Reactor (Blue Hydrogen),lifetime / amortization period,40.0, -United Arab Emirates,,interest rate,0.0001, -Australia,,interest rate,0.9, -Colombia,,interest rate,1.0, +United Arab Emirates,,WACC,0.0001, +Australia,,WACC,0.9, +Colombia,,WACC,1.0, ,,specific costs,0.3,heat diff --git a/tests/test_user_data/param_below_range_user_data.csv b/tests/test_user_data/param_below_range_user_data.csv index 081ff9b8..787944e5 100644 --- a/tests/test_user_data/param_below_range_user_data.csv +++ b/tests/test_user_data/param_below_range_user_data.csv @@ -17,7 +17,7 @@ Kenya,Wind-PV-Hybrid,full load hours,5000.0, ,Ammonia ship (own fuel consumption),levelized costs,100.0, ,Ammonia ship (own fuel consumption),"losses (own fuel, transport)",0.5, ,Autothermal-Reactor (Blue Hydrogen),lifetime / amortization period,40.0, -United Arab Emirates,,interest rate,0.0001, -Australia,,interest rate,0.9, -Colombia,,interest rate,1.0, +United Arab Emirates,,WACC,0.0001, +Australia,,WACC,0.9, +Colombia,,WACC,1.0, ,,specific costs,0.3,heat diff --git a/tests/test_user_data/too_many_columns_user_data.csv b/tests/test_user_data/too_many_columns_user_data.csv index fecc7e1e..1b7627c9 100644 --- a/tests/test_user_data/too_many_columns_user_data.csv +++ b/tests/test_user_data/too_many_columns_user_data.csv @@ -17,7 +17,7 @@ Kenya,Wind-PV-Hybrid,full load hours,5000.0,,None ,Ammonia ship (own fuel consumption),levelized costs,100.0,,None ,Ammonia ship (own fuel consumption),"losses (own fuel, transport)",0.5,,None ,Autothermal-Reactor (Blue Hydrogen),lifetime / amortization period,40.0,,None -United Arab Emirates,,interest rate,0.0001,,None -Australia,,interest rate,0.9,,None -Colombia,,interest rate,1.0,,None +United Arab Emirates,,WACC,0.0001,,None +Australia,,WACC,0.9,,None +Colombia,,WACC,1.0,,None ,,specific costs,0.3,heat diff --git a/tests/test_user_data/valid_user_data.csv b/tests/test_user_data/valid_user_data.csv index 9b723a35..dc39a98b 100644 --- a/tests/test_user_data/valid_user_data.csv +++ b/tests/test_user_data/valid_user_data.csv @@ -17,7 +17,7 @@ Kenya,Wind-PV-Hybrid,full load hours,5000.0, ,Ammonia ship (own fuel consumption),levelized costs,100.0, ,Ammonia ship (own fuel consumption),"losses (own fuel, transport)",0.5, ,Autothermal-Reactor (Blue Hydrogen),lifetime / amortization period,40.0, -United Arab Emirates,,interest rate,0.0001, -Australia,,interest rate,0.9, -Colombia,,interest rate,1.0, +United Arab Emirates,,WACC,0.0001, +Australia,,WACC,0.9, +Colombia,,WACC,1.0, ,,specific costs,0.3,heat diff --git a/tests/test_user_data/wrong_column_name_user_data.csv b/tests/test_user_data/wrong_column_name_user_data.csv index 92b2c253..95ba2b93 100644 --- a/tests/test_user_data/wrong_column_name_user_data.csv +++ b/tests/test_user_data/wrong_column_name_user_data.csv @@ -17,7 +17,7 @@ Kenya,Wind-PV-Hybrid,full load hours,5000.0, ,Ammonia ship (own fuel consumption),levelized costs,100.0, ,Ammonia ship (own fuel consumption),"losses (own fuel, transport)",0.5, ,Autothermal-Reactor (Blue Hydrogen),lifetime / amortization period,40.0, -United Arab Emirates,,interest rate,0.0001, -Australia,,interest rate,0.9, -Colombia,,interest rate,1.0, +United Arab Emirates,,WACC,0.0001, +Australia,,WACC,0.9, +Colombia,,WACC,1.0, ,,specific costs,0.3,heat From 7bb927f55e19464edd462bb0ed3b91ad8c221354 Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Thu, 6 Jun 2024 14:02:30 +0200 Subject: [PATCH 29/64] add seawater desalination --- flh_opt/api_opt.py | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) diff --git a/flh_opt/api_opt.py b/flh_opt/api_opt.py index d50baf6a..5fdea298 100644 --- a/flh_opt/api_opt.py +++ b/flh_opt/api_opt.py @@ -49,6 +49,10 @@ def _add_link( ): """Add link component to network.""" if input_data.get(name): + + # default efficiency = 1 (for DAC and DESAL): + if not input_data[name].get("EFF"): + input_data[name]["EFF"] = 1 n.add( "Link", name=name, @@ -201,6 +205,11 @@ def optimize( n.add("Bus", "final_product", carrier="final_product") n.add("Carrier", "final_product") + # if using water desalination, add seawater supply: + if input_data.get("H2O"): + carriers_sec.append("seawater") + input_data["SPECCOST"]["seawater"] = 0 + # add RE generators: for g in input_data["RES"]: n.add("Carrier", name=g["PROCESS_CODE"]) @@ -238,6 +247,10 @@ def optimize( p_nom=100, ) + # if using water desalination, remove external water supply: + if input_data.get("H2O"): + n.remove("Generator", "H2O-L_supply") + # add links: _add_link( n=n, @@ -257,6 +270,15 @@ def optimize( carrier="final_product", ) + _add_link( + n=n, + input_data=input_data, + name="H2O", + bus0="seawater", + bus1="H2O-L", + carrier="H2O-L", + ) + # add loads: if input_data.get("DERIV"): n.add( From b490f7a523869319a00d7e98790109d9c1dfb9c6 Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Thu, 6 Jun 2024 14:09:34 +0200 Subject: [PATCH 30/64] add DAC --- flh_opt/api_opt.py | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/flh_opt/api_opt.py b/flh_opt/api_opt.py index 5fdea298..9e8705c5 100644 --- a/flh_opt/api_opt.py +++ b/flh_opt/api_opt.py @@ -210,6 +210,11 @@ def optimize( carriers_sec.append("seawater") input_data["SPECCOST"]["seawater"] = 0 + # if using DAC, add air supply: + if input_data.get("CO2"): + carriers_sec.append("air") + input_data["SPECCOST"]["air"] = 0 + # add RE generators: for g in input_data["RES"]: n.add("Carrier", name=g["PROCESS_CODE"]) @@ -251,6 +256,10 @@ def optimize( if input_data.get("H2O"): n.remove("Generator", "H2O-L_supply") + # if using DAC, remove external CO2 supply: + if input_data.get("CO2"): + n.remove("Generator", "CO2-G_supply") + # add links: _add_link( n=n, @@ -279,6 +288,15 @@ def optimize( carrier="H2O-L", ) + _add_link( + n=n, + input_data=input_data, + name="CO2", + bus0="air", + bus1="CO2-G", + carrier="CO2-G", + ) + # add loads: if input_data.get("DERIV"): n.add( From 2450b5853ad1c31d3b5405fb627bcec561ba21dc Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Thu, 6 Jun 2024 14:14:15 +0200 Subject: [PATCH 31/64] remove unneccesary sinks --- flh_opt/api_opt.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/flh_opt/api_opt.py b/flh_opt/api_opt.py index 9e8705c5..eccd0b95 100644 --- a/flh_opt/api_opt.py +++ b/flh_opt/api_opt.py @@ -255,10 +255,12 @@ def optimize( # if using water desalination, remove external water supply: if input_data.get("H2O"): n.remove("Generator", "H2O-L_supply") + n.remove("Generator", "seawater_sink") # if using DAC, remove external CO2 supply: if input_data.get("CO2"): n.remove("Generator", "CO2-G_supply") + n.remove("Generator", "air_sink") # add links: _add_link( From 16d8f46aafd6343358b8b326377a30a205cb675d Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Thu, 6 Jun 2024 14:27:22 +0200 Subject: [PATCH 32/64] add DAC and DESAL flh to return value of optimize function --- flh_opt/_types.py | 2 ++ flh_opt/api_opt.py | 10 +++++----- 2 files changed, 7 insertions(+), 5 deletions(-) diff --git a/flh_opt/_types.py b/flh_opt/_types.py index 997b306e..8904c217 100644 --- a/flh_opt/_types.py +++ b/flh_opt/_types.py @@ -89,6 +89,8 @@ class OptOutputDataType(TypedDict): RES: List[ProcessOutputResType] ELY: Dict[Literal["FLH"], float] DERIV: Dict[Literal["FLH"], float] + CO2: Dict[Literal["FLH"], float] + H2O: Dict[Literal["FLH"], float] EL_STR: Dict[Literal["CAP_F"], float] H2_STR: Dict[Literal["CAP_F"], float] diff --git a/flh_opt/api_opt.py b/flh_opt/api_opt.py index eccd0b95..9b0ec1fa 100644 --- a/flh_opt/api_opt.py +++ b/flh_opt/api_opt.py @@ -450,9 +450,11 @@ def get_flh(n: Network, g: str, component_type: str) -> float: ) result_data["RES"].append(d) - # Calculate FLH for electrolyzer: - result_data["ELY"] = {} - result_data["ELY"]["FLH"] = get_flh(n, "ELY", "Link") + # Calculate FLH for ELY, DERIV, DAC and DESAL: + for c in ["ELY", "DERIV", "CO2", "H2O"]: + if input_data.get(c): + result_data[c] = {} + result_data[c]["FLH"] = get_flh(n, c, "Link") # calculate capacity factor for storage units: # we use charging capacity (p_nom) per final product demand @@ -461,7 +463,5 @@ def get_flh(n: Network, g: str, component_type: str) -> float: if input_data.get("DERIV"): result_data["H2_STR"] = {} result_data["H2_STR"]["CAP_F"] = n.links.at["H2_STR_in", "p_nom_opt"] - result_data["DERIV"] = {} - result_data["DERIV"]["FLH"] = get_flh(n, "DERIV", "Link") return result_data, n From b5b854ccd36e8c56effa7323dcc771991f923bfe Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Thu, 6 Jun 2024 14:33:13 +0200 Subject: [PATCH 33/64] nicer names for DAC and DESAL --- flh_opt/_types.py | 8 ++++---- flh_opt/api_opt.py | 18 +++++++++--------- tests/test_optimize_settings.json | 4 ++-- 3 files changed, 15 insertions(+), 15 deletions(-) diff --git a/flh_opt/_types.py b/flh_opt/_types.py index 8904c217..70a338d0 100644 --- a/flh_opt/_types.py +++ b/flh_opt/_types.py @@ -75,8 +75,8 @@ class OptInputDataType(TypedDict): EL_STR: ProcessStorageInputDataType H2_STR: ProcessStorageInputDataType SPECCOST: Dict[Literal["H2O-L"], float] - CO2: SecProcessInputDataType - H2O: SecProcessInputDataType + DAC: SecProcessInputDataType + DESAL: SecProcessInputDataType class ProcessOutputResType(TypedDict): @@ -89,8 +89,8 @@ class OptOutputDataType(TypedDict): RES: List[ProcessOutputResType] ELY: Dict[Literal["FLH"], float] DERIV: Dict[Literal["FLH"], float] - CO2: Dict[Literal["FLH"], float] - H2O: Dict[Literal["FLH"], float] + DAC: Dict[Literal["FLH"], float] + DESAL: Dict[Literal["FLH"], float] EL_STR: Dict[Literal["CAP_F"], float] H2_STR: Dict[Literal["CAP_F"], float] diff --git a/flh_opt/api_opt.py b/flh_opt/api_opt.py index 9b0ec1fa..6dcf912e 100644 --- a/flh_opt/api_opt.py +++ b/flh_opt/api_opt.py @@ -117,7 +117,7 @@ def optimize( "H2O-L": -0.15 } }, - "H2O": { + "DESAL": { "CAPEX_A": 0.07726085034488815, "OPEX_F": 0.0356900588308774, "OPEX_O": 0, @@ -125,7 +125,7 @@ def optimize( "EL": 0.003, } }, - "CO2": { + "DAC": { "CAPEX_A": 0.07726085034488815, "OPEX_F": 0.0356900588308774, "OPEX_O": 0, @@ -206,12 +206,12 @@ def optimize( n.add("Carrier", "final_product") # if using water desalination, add seawater supply: - if input_data.get("H2O"): + if input_data.get("DESAL"): carriers_sec.append("seawater") input_data["SPECCOST"]["seawater"] = 0 # if using DAC, add air supply: - if input_data.get("CO2"): + if input_data.get("DAC"): carriers_sec.append("air") input_data["SPECCOST"]["air"] = 0 @@ -253,12 +253,12 @@ def optimize( ) # if using water desalination, remove external water supply: - if input_data.get("H2O"): + if input_data.get("DESAL"): n.remove("Generator", "H2O-L_supply") n.remove("Generator", "seawater_sink") # if using DAC, remove external CO2 supply: - if input_data.get("CO2"): + if input_data.get("DAC"): n.remove("Generator", "CO2-G_supply") n.remove("Generator", "air_sink") @@ -284,7 +284,7 @@ def optimize( _add_link( n=n, input_data=input_data, - name="H2O", + name="DESAL", bus0="seawater", bus1="H2O-L", carrier="H2O-L", @@ -293,7 +293,7 @@ def optimize( _add_link( n=n, input_data=input_data, - name="CO2", + name="DAC", bus0="air", bus1="CO2-G", carrier="CO2-G", @@ -451,7 +451,7 @@ def get_flh(n: Network, g: str, component_type: str) -> float: result_data["RES"].append(d) # Calculate FLH for ELY, DERIV, DAC and DESAL: - for c in ["ELY", "DERIV", "CO2", "H2O"]: + for c in ["ELY", "DERIV", "DAC", "DESAL"]: if input_data.get(c): result_data[c] = {} result_data[c]["FLH"] = get_flh(n, c, "Link") diff --git a/tests/test_optimize_settings.json b/tests/test_optimize_settings.json index b4461cab..870c60c3 100644 --- a/tests/test_optimize_settings.json +++ b/tests/test_optimize_settings.json @@ -98,7 +98,7 @@ "H2O-L": -0.15 } }, - "H2O": { + "DESAL": { "CAPEX_A": 0.07726085034488815, "OPEX_F": 0.0356900588308774, "OPEX_O": 0, @@ -106,7 +106,7 @@ "EL": 0.003 } }, - "CO2": { + "DAC": { "CAPEX_A": 0.07726085034488815, "OPEX_F": 0.0356900588308774, "OPEX_O": 0, From dbdb92169bd1933c95fd75f1a978b7bff0da7871 Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Thu, 6 Jun 2024 14:34:53 +0200 Subject: [PATCH 34/64] update test expected objective value --- tests/test_optimize_settings.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_optimize_settings.json b/tests/test_optimize_settings.json index 870c60c3..b77e1d19 100644 --- a/tests/test_optimize_settings.json +++ b/tests/test_optimize_settings.json @@ -157,7 +157,7 @@ "CAP_F": 122.44991931269928 } }, - "expected_ojective_value": 706.2792852401756 + "expected_ojective_value": 723.6133892869304 }, { "id": "CH4, hybrid", From 978146925ea159654c514a88abf38021d585c0e8 Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Thu, 6 Jun 2024 14:44:56 +0200 Subject: [PATCH 35/64] pretty names for DAC and DESAL outside of optimize function --- ptxboa/api_optimize.py | 6 +++--- tests/test_opt.py | 8 ++++---- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/ptxboa/api_optimize.py b/ptxboa/api_optimize.py index db3a21f1..931a54de 100644 --- a/ptxboa/api_optimize.py +++ b/ptxboa/api_optimize.py @@ -250,8 +250,8 @@ def _prepare_data(input_data: CalculateDataType) -> OptInputDataType: }, "EL_STR": None, "H2_STR": None, - "CO2": None, - "H2O": None, + "DAC": None, + "DESAL": None, } for step in input_data["main_process_chain"]: @@ -323,7 +323,7 @@ def _prepare_data(input_data: CalculateDataType) -> OptInputDataType: } # data for secondary processes - for step, flow_code in [("H2O", "H2O-L"), ("CO2", "CO2-G")]: + for step, flow_code in [("DESAL", "H2O-L"), ("DAC", "CO2-G")]: sec_process_data = input_data["secondary_process"].get(flow_code) if not sec_process_data: continue diff --git a/tests/test_opt.py b/tests/test_opt.py index 720bc177..c815851b 100644 --- a/tests/test_opt.py +++ b/tests/test_opt.py @@ -278,7 +278,7 @@ def test_prepare_data_for_optimize(): opt_input_data = data_handler.optimizer._prepare_data(data) # check that some values exist - assert opt_input_data["H2O"]["CAPEX_A"] - assert opt_input_data["H2O"]["CONV"] - assert opt_input_data["CO2"]["CAPEX_A"] - assert opt_input_data["CO2"]["CONV"] + assert opt_input_data["DESAL"]["CAPEX_A"] + assert opt_input_data["DESAL"]["CONV"] + assert opt_input_data["DAC"]["CAPEX_A"] + assert opt_input_data["DAC"]["CONV"] From 5b73ba5ee2c6f92f9fe69391f1210fcc3b616b9e Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Thu, 6 Jun 2024 15:23:16 +0200 Subject: [PATCH 36/64] for stacked areas, only add trace if not all are zero --- app/plot_functions.py | 17 +++++++++-------- 1 file changed, 9 insertions(+), 8 deletions(-) diff --git a/app/plot_functions.py b/app/plot_functions.py index eed6de8a..8c54f1bc 100644 --- a/app/plot_functions.py +++ b/app/plot_functions.py @@ -523,15 +523,16 @@ def add_trace_to_figure( df_plot = df[(df["Component"] == component)] df_plot = df_plot[(df_plot["Parameter"] == parameter)] if fill: - fig.add_trace( - go.Line( - x=df_plot["time"], - y=df_plot["MW (MWh for SOC)"], - name=component, - line_color=color, - stackgroup="one", + if df_plot["MW (MWh for SOC)"].sum() > 0: + fig.add_trace( + go.Line( + x=df_plot["time"], + y=df_plot["MW (MWh for SOC)"], + name=component, + line_color=color, + stackgroup="one", + ) ) - ) else: fig.add_trace( go.Line( From 77aaa7ea610246e97c2da7a5507d2671fd28dc88 Mon Sep 17 00:00:00 2001 From: "c.winger" Date: Thu, 6 Jun 2024 15:37:54 +0200 Subject: [PATCH 37/64] renamed DAC=>CO2, DESAL=>H2O --- flh_opt/api_opt.py | 18 +- ptxboa/api_optimize.py | 6 +- tests/test_opt.py | 12 +- tests/test_optimize_settings.json | 608 +++++++++++++++--------------- 4 files changed, 322 insertions(+), 322 deletions(-) diff --git a/flh_opt/api_opt.py b/flh_opt/api_opt.py index 6dcf912e..9b0ec1fa 100644 --- a/flh_opt/api_opt.py +++ b/flh_opt/api_opt.py @@ -117,7 +117,7 @@ def optimize( "H2O-L": -0.15 } }, - "DESAL": { + "H2O": { "CAPEX_A": 0.07726085034488815, "OPEX_F": 0.0356900588308774, "OPEX_O": 0, @@ -125,7 +125,7 @@ def optimize( "EL": 0.003, } }, - "DAC": { + "CO2": { "CAPEX_A": 0.07726085034488815, "OPEX_F": 0.0356900588308774, "OPEX_O": 0, @@ -206,12 +206,12 @@ def optimize( n.add("Carrier", "final_product") # if using water desalination, add seawater supply: - if input_data.get("DESAL"): + if input_data.get("H2O"): carriers_sec.append("seawater") input_data["SPECCOST"]["seawater"] = 0 # if using DAC, add air supply: - if input_data.get("DAC"): + if input_data.get("CO2"): carriers_sec.append("air") input_data["SPECCOST"]["air"] = 0 @@ -253,12 +253,12 @@ def optimize( ) # if using water desalination, remove external water supply: - if input_data.get("DESAL"): + if input_data.get("H2O"): n.remove("Generator", "H2O-L_supply") n.remove("Generator", "seawater_sink") # if using DAC, remove external CO2 supply: - if input_data.get("DAC"): + if input_data.get("CO2"): n.remove("Generator", "CO2-G_supply") n.remove("Generator", "air_sink") @@ -284,7 +284,7 @@ def optimize( _add_link( n=n, input_data=input_data, - name="DESAL", + name="H2O", bus0="seawater", bus1="H2O-L", carrier="H2O-L", @@ -293,7 +293,7 @@ def optimize( _add_link( n=n, input_data=input_data, - name="DAC", + name="CO2", bus0="air", bus1="CO2-G", carrier="CO2-G", @@ -451,7 +451,7 @@ def get_flh(n: Network, g: str, component_type: str) -> float: result_data["RES"].append(d) # Calculate FLH for ELY, DERIV, DAC and DESAL: - for c in ["ELY", "DERIV", "DAC", "DESAL"]: + for c in ["ELY", "DERIV", "CO2", "H2O"]: if input_data.get(c): result_data[c] = {} result_data[c]["FLH"] = get_flh(n, c, "Link") diff --git a/ptxboa/api_optimize.py b/ptxboa/api_optimize.py index 931a54de..db3a21f1 100644 --- a/ptxboa/api_optimize.py +++ b/ptxboa/api_optimize.py @@ -250,8 +250,8 @@ def _prepare_data(input_data: CalculateDataType) -> OptInputDataType: }, "EL_STR": None, "H2_STR": None, - "DAC": None, - "DESAL": None, + "CO2": None, + "H2O": None, } for step in input_data["main_process_chain"]: @@ -323,7 +323,7 @@ def _prepare_data(input_data: CalculateDataType) -> OptInputDataType: } # data for secondary processes - for step, flow_code in [("DESAL", "H2O-L"), ("DAC", "CO2-G")]: + for step, flow_code in [("H2O", "H2O-L"), ("CO2", "CO2-G")]: sec_process_data = input_data["secondary_process"].get(flow_code) if not sec_process_data: continue diff --git a/tests/test_opt.py b/tests/test_opt.py index c815851b..a823d5ae 100644 --- a/tests/test_opt.py +++ b/tests/test_opt.py @@ -220,8 +220,8 @@ def test_calc_aggregate_statistics(network): assert isinstance(res, pd.DataFrame) -def test_prepare_data_for_optimize(): - +def test_prepare_data_for_optimize_incl_sec_proc(): + """Data for optimization should include data for secondary processes.""" settings = { "region": "Morocco", "country": "Germany", @@ -278,7 +278,7 @@ def test_prepare_data_for_optimize(): opt_input_data = data_handler.optimizer._prepare_data(data) # check that some values exist - assert opt_input_data["DESAL"]["CAPEX_A"] - assert opt_input_data["DESAL"]["CONV"] - assert opt_input_data["DAC"]["CAPEX_A"] - assert opt_input_data["DAC"]["CONV"] + assert opt_input_data["H2O"]["CAPEX_A"] + assert opt_input_data["H2O"]["CONV"] + assert opt_input_data["CO2"]["CAPEX_A"] + assert opt_input_data["CO2"]["CONV"] diff --git a/tests/test_optimize_settings.json b/tests/test_optimize_settings.json index b77e1d19..84d3f0b3 100644 --- a/tests/test_optimize_settings.json +++ b/tests/test_optimize_settings.json @@ -1,315 +1,315 @@ [ - { - "id": "H2, PV", - "input_data": { - "SOURCE_REGION_CODE": "ARG", - "RES": [ - { - "CAPEX_A": 30, - "OPEX_F": 1, - "OPEX_O": 0.001, - "PROCESS_CODE": "PV-FIX" - } - ], - "ELY": { - "EFF": 0.75, - "CAPEX_A": 25, - "OPEX_F": 10, - "OPEX_O": 0, - "CONV": { - "H2O-L": 0.3 - } - }, - "DERIV": null, - "EL_STR": { - "EFF": 0.9, - "CAPEX_A": 50, - "OPEX_F": 0, - "OPEX_O": 0 - }, - "H2_STR": { - "EFF": 0.9, - "CAPEX_A": 5, - "OPEX_F": 0, - "OPEX_O": 0 - }, - "SPECCOST": { - "H2O-L": 0.001, - "CO2-G": 0.04, - "HEAT": 0.05 - } - }, - "expected_output": { - "RES": [ - { - "PROCESS_CODE": "PV-FIX", - "FLH": 0.10209904130397318, - "SHARE_FACTOR": 1.0 - } - ], - "ELY": { - "FLH": 0.36068215977942414 - }, - "EL_STR": { - "CAP_F": 121.50878141391004 - }, - "H2_STR": { - "CAP_F": 348.33524817139295 - } - }, - "expected_ojective_value": 424.8982813167353 + { + "id": "H2, PV", + "input_data": { + "SOURCE_REGION_CODE": "ARG", + "RES": [ + { + "CAPEX_A": 30, + "OPEX_F": 1, + "OPEX_O": 0.001, + "PROCESS_CODE": "PV-FIX" + } + ], + "ELY": { + "EFF": 0.75, + "CAPEX_A": 25, + "OPEX_F": 10, + "OPEX_O": 0, + "CONV": { + "H2O-L": 0.3 + } + }, + "DERIV": null, + "EL_STR": { + "EFF": 0.9, + "CAPEX_A": 50, + "OPEX_F": 0, + "OPEX_O": 0 + }, + "H2_STR": { + "EFF": 0.9, + "CAPEX_A": 5, + "OPEX_F": 0, + "OPEX_O": 0 + }, + "SPECCOST": { + "H2O-L": 0.001, + "CO2-G": 0.04, + "HEAT": 0.05 + } }, - { - "id": "CH4, hybrid, with DAC and DESAL", - "input_data": { - "SOURCE_REGION_CODE": "ARG", - "RES": [ - { - "CAPEX_A": 30, - "OPEX_F": 1, - "OPEX_O": 0.001, - "PROCESS_CODE": "PV-FIX" - }, - { - "CAPEX_A": 80, - "OPEX_F": 1, - "OPEX_O": 0.002, - "PROCESS_CODE": "WIND-ON" - } - ], - "ELY": { - "EFF": 0.75, - "CAPEX_A": 25, - "OPEX_F": 10, - "OPEX_O": 0, - "CONV": { - "H2O-L": 0.3 - } - }, - "DERIV": { - "EFF": 0.8, - "CAPEX_A": 30, - "OPEX_F": 20, - "OPEX_O": 0, - "PROCESS_CODE": "CH4SYN", - "CONV": { - "CO2-G": 0.2, - "HEAT": -0.2, - "H2O-L": -0.15 - } - }, - "DESAL": { - "CAPEX_A": 0.07726085034488815, - "OPEX_F": 0.0356900588308774, - "OPEX_O": 0, - "CONV": { - "EL": 0.003 - } - }, - "DAC": { - "CAPEX_A": 0.07726085034488815, - "OPEX_F": 0.0356900588308774, - "OPEX_O": 0, - "CONV": { - "EL": 0.4515, - "HEAT": 1.743, - "H2O-L": -1.4 - } - }, - "EL_STR": { - "EFF": 0.9, - "CAPEX_A": 50, - "OPEX_F": 0, - "OPEX_O": 0 - }, - "H2_STR": { - "EFF": 0.9, - "CAPEX_A": 5, - "OPEX_F": 0, - "OPEX_O": 0 - }, - "SPECCOST": { - "H2O-L": 0.001, - "CO2-G": 0.04, - "HEAT": 0.05 - } + "expected_output": { + "RES": [ + { + "PROCESS_CODE": "PV-FIX", + "FLH": 0.10209904130397318, + "SHARE_FACTOR": 1.0 + } + ], + "ELY": { + "FLH": 0.36068215977942414 + }, + "EL_STR": { + "CAP_F": 121.50878141391004 + }, + "H2_STR": { + "CAP_F": 348.33524817139295 + } + }, + "expected_ojective_value": 424.8982813167353 + }, + { + "id": "CH4, hybrid, with DAC and DESAL", + "input_data": { + "SOURCE_REGION_CODE": "ARG", + "RES": [ + { + "CAPEX_A": 30, + "OPEX_F": 1, + "OPEX_O": 0.001, + "PROCESS_CODE": "PV-FIX" }, - "expected_output": { - "RES": [ - { - "PROCESS_CODE": "PV-FIX", - "FLH": 0, - "SHARE_FACTOR": -0.0 - }, - { - "PROCESS_CODE": "WIND-ON", - "FLH": 0.345701024478453, - "SHARE_FACTOR": 1.0 - } - ], - "ELY": { - "FLH": 0.5124598171364299 - }, - "EL_STR": { - "CAP_F": -0.0 - }, - "H2_STR": { - "CAP_F": 122.44991931269928 - } + { + "CAPEX_A": 80, + "OPEX_F": 1, + "OPEX_O": 0.002, + "PROCESS_CODE": "WIND-ON" + } + ], + "ELY": { + "EFF": 0.75, + "CAPEX_A": 25, + "OPEX_F": 10, + "OPEX_O": 0, + "CONV": { + "H2O-L": 0.3 + } + }, + "DERIV": { + "EFF": 0.8, + "CAPEX_A": 30, + "OPEX_F": 20, + "OPEX_O": 0, + "PROCESS_CODE": "CH4SYN", + "CONV": { + "CO2-G": 0.2, + "HEAT": -0.2, + "H2O-L": -0.15 + } + }, + "H2O": { + "CAPEX_A": 0.07726085034488815, + "OPEX_F": 0.0356900588308774, + "OPEX_O": 0, + "CONV": { + "EL": 0.003 + } + }, + "CO2": { + "CAPEX_A": 0.07726085034488815, + "OPEX_F": 0.0356900588308774, + "OPEX_O": 0, + "CONV": { + "EL": 0.4515, + "HEAT": 1.743, + "H2O-L": -1.4 + } + }, + "EL_STR": { + "EFF": 0.9, + "CAPEX_A": 50, + "OPEX_F": 0, + "OPEX_O": 0 + }, + "H2_STR": { + "EFF": 0.9, + "CAPEX_A": 5, + "OPEX_F": 0, + "OPEX_O": 0 + }, + "SPECCOST": { + "H2O-L": 0.001, + "CO2-G": 0.04, + "HEAT": 0.05 + } + }, + "expected_output": { + "RES": [ + { + "PROCESS_CODE": "PV-FIX", + "FLH": 0, + "SHARE_FACTOR": -0.0 }, - "expected_ojective_value": 723.6133892869304 + { + "PROCESS_CODE": "WIND-ON", + "FLH": 0.345701024478453, + "SHARE_FACTOR": 1.0 + } + ], + "ELY": { + "FLH": 0.5124598171364299 + }, + "EL_STR": { + "CAP_F": -0.0 + }, + "H2_STR": { + "CAP_F": 122.44991931269928 + } }, - { - "id": "CH4, hybrid", - "input_data": { - "SOURCE_REGION_CODE": "ARG", - "RES": [ - { - "CAPEX_A": 30, - "OPEX_F": 1, - "OPEX_O": 0.001, - "PROCESS_CODE": "PV-FIX" - }, - { - "CAPEX_A": 80, - "OPEX_F": 1, - "OPEX_O": 0.002, - "PROCESS_CODE": "WIND-ON" - } - ], - "ELY": { - "EFF": 0.75, - "CAPEX_A": 25, - "OPEX_F": 10, - "OPEX_O": 0, - "CONV": { - "H2O-L": 0.3 - } - }, - "DERIV": { - "EFF": 0.8, - "CAPEX_A": 30, - "OPEX_F": 20, - "OPEX_O": 0, - "PROCESS_CODE": "CH4SYN", - "CONV": { - "CO2-G": 0.2, - "HEAT": -0.2, - "H2O-L": -0.15 - } - }, - "EL_STR": { - "EFF": 0.9, - "CAPEX_A": 50, - "OPEX_F": 0, - "OPEX_O": 0 - }, - "H2_STR": { - "EFF": 0.9, - "CAPEX_A": 5, - "OPEX_F": 0, - "OPEX_O": 0 - }, - "SPECCOST": { - "H2O-L": 0.001, - "CO2-G": 0.04, - "HEAT": 0.05 - } + "expected_ojective_value": 723.6133892869304 + }, + { + "id": "CH4, hybrid", + "input_data": { + "SOURCE_REGION_CODE": "ARG", + "RES": [ + { + "CAPEX_A": 30, + "OPEX_F": 1, + "OPEX_O": 0.001, + "PROCESS_CODE": "PV-FIX" }, - "expected_output": { - "RES": [ - { - "PROCESS_CODE": "PV-FIX", - "FLH": 0, - "SHARE_FACTOR": -0.0 - }, - { - "PROCESS_CODE": "WIND-ON", - "FLH": 0.345701024478453, - "SHARE_FACTOR": 1.0 - } - ], - "ELY": { - "FLH": 0.5124598171364299 - }, - "EL_STR": { - "CAP_F": -0.0 - }, - "H2_STR": { - "CAP_F": 122.44991931269928 - } + { + "CAPEX_A": 80, + "OPEX_F": 1, + "OPEX_O": 0.002, + "PROCESS_CODE": "WIND-ON" + } + ], + "ELY": { + "EFF": 0.75, + "CAPEX_A": 25, + "OPEX_F": 10, + "OPEX_O": 0, + "CONV": { + "H2O-L": 0.3 + } + }, + "DERIV": { + "EFF": 0.8, + "CAPEX_A": 30, + "OPEX_F": 20, + "OPEX_O": 0, + "PROCESS_CODE": "CH4SYN", + "CONV": { + "CO2-G": 0.2, + "HEAT": -0.2, + "H2O-L": -0.15 + } + }, + "EL_STR": { + "EFF": 0.9, + "CAPEX_A": 50, + "OPEX_F": 0, + "OPEX_O": 0 + }, + "H2_STR": { + "EFF": 0.9, + "CAPEX_A": 5, + "OPEX_F": 0, + "OPEX_O": 0 + }, + "SPECCOST": { + "H2O-L": 0.001, + "CO2-G": 0.04, + "HEAT": 0.05 + } + }, + "expected_output": { + "RES": [ + { + "PROCESS_CODE": "PV-FIX", + "FLH": 0, + "SHARE_FACTOR": -0.0 }, - "expected_ojective_value": 706.2792852401756 + { + "PROCESS_CODE": "WIND-ON", + "FLH": 0.345701024478453, + "SHARE_FACTOR": 1.0 + } + ], + "ELY": { + "FLH": 0.5124598171364299 + }, + "EL_STR": { + "CAP_F": -0.0 + }, + "H2_STR": { + "CAP_F": 122.44991931269928 + } }, - { - "id": "H2, hybrid", - "input_data": { - "SOURCE_REGION_CODE": "ARG", - "RES": [ - { - "CAPEX_A": 30, - "OPEX_F": 1, - "OPEX_O": 0.001, - "PROCESS_CODE": "PV-FIX" - }, - { - "CAPEX_A": 80, - "OPEX_F": 1, - "OPEX_O": 0.002, - "PROCESS_CODE": "WIND-ON" - } - ], - "ELY": { - "EFF": 0.75, - "CAPEX_A": 25, - "OPEX_F": 10, - "OPEX_O": 0, - "CONV": { - "H2O-L": 0.3 - } - }, - "DERIV": null, - "EL_STR": { - "EFF": 0.9, - "CAPEX_A": 50, - "OPEX_F": 0, - "OPEX_O": 0 - }, - "H2_STR": { - "EFF": 0.9, - "CAPEX_A": 5, - "OPEX_F": 0, - "OPEX_O": 0 - }, - "SPECCOST": { - "H2O-L": 0.001, - "CO2-G": 0.04, - "HEAT": 0.05 - } + "expected_ojective_value": 706.2792852401756 + }, + { + "id": "H2, hybrid", + "input_data": { + "SOURCE_REGION_CODE": "ARG", + "RES": [ + { + "CAPEX_A": 30, + "OPEX_F": 1, + "OPEX_O": 0.001, + "PROCESS_CODE": "PV-FIX" }, - "expected_output": { - "RES": [ - { - "PROCESS_CODE": "PV-FIX", - "FLH": 0, - "SHARE_FACTOR": -0.0 - }, - { - "PROCESS_CODE": "WIND-ON", - "FLH": 0.345701024478453, - "SHARE_FACTOR": 1.0 - } - ], - "ELY": { - "FLH": 0.5124598171364299 - }, - "EL_STR": { - "CAP_F": -0.0 - }, - "H2_STR": { - "CAP_F": 122.44991931269928 - } + { + "CAPEX_A": 80, + "OPEX_F": 1, + "OPEX_O": 0.002, + "PROCESS_CODE": "WIND-ON" + } + ], + "ELY": { + "EFF": 0.75, + "CAPEX_A": 25, + "OPEX_F": 10, + "OPEX_O": 0, + "CONV": { + "H2O-L": 0.3 + } + }, + "DERIV": null, + "EL_STR": { + "EFF": 0.9, + "CAPEX_A": 50, + "OPEX_F": 0, + "OPEX_O": 0 + }, + "H2_STR": { + "EFF": 0.9, + "CAPEX_A": 5, + "OPEX_F": 0, + "OPEX_O": 0 + }, + "SPECCOST": { + "H2O-L": 0.001, + "CO2-G": 0.04, + "HEAT": 0.05 + } + }, + "expected_output": { + "RES": [ + { + "PROCESS_CODE": "PV-FIX", + "FLH": 0, + "SHARE_FACTOR": -0.0 }, - "expected_ojective_value": 375.00268190093993 - } + { + "PROCESS_CODE": "WIND-ON", + "FLH": 0.345701024478453, + "SHARE_FACTOR": 1.0 + } + ], + "ELY": { + "FLH": 0.5124598171364299 + }, + "EL_STR": { + "CAP_F": -0.0 + }, + "H2_STR": { + "CAP_F": 122.44991931269928 + } + }, + "expected_ojective_value": 375.00268190093993 + } ] From 02bfa4e382ca04fe1934c7dddc4533942fa79ad8 Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Thu, 6 Jun 2024 15:43:57 +0200 Subject: [PATCH 38/64] fix units (MW and MWh instead of kW and kWh) --- app/tab_optimization.py | 36 ++++++++++++++++----------------- md/info_optimization_results.md | 2 +- 2 files changed, 18 insertions(+), 20 deletions(-) diff --git a/app/tab_optimization.py b/app/tab_optimization.py index e019a404..18cb14a3 100644 --- a/app/tab_optimization.py +++ b/app/tab_optimization.py @@ -57,8 +57,8 @@ def content_optimization(api: PtxboaAPI) -> None: res, use_container_width=True, column_config={ - "Capacity (kW)": st.column_config.NumberColumn(format="%.1f"), - "Output (kWh/a)": st.column_config.NumberColumn(format="%.0f"), + "Capacity (MW)": st.column_config.NumberColumn(format="%.1f"), + "Output (MWh/a)": st.column_config.NumberColumn(format="%.0f"), "Full load hours (h)": st.column_config.NumberColumn(format="%.0f"), "Curtailment (%)": st.column_config.NumberColumn(format="%.1f %%"), "Cost (USD/MWh)": st.column_config.NumberColumn(format="%.1f"), @@ -108,8 +108,8 @@ def calc_aggregate_statistics( "WIND-OFF", ]: if g in n.generators.index: - res.at[g, "Capacity (kW)"] = n.generators.at[g, "p_nom_opt"] - res.at[g, "Output (kWh/a)"] = ( + res.at[g, "Capacity (MW)"] = n.generators.at[g, "p_nom_opt"] + res.at[g, "Output (MWh/a)"] = ( n.generators_t["p"][g] * n.snapshot_weightings["generators"] ).sum() res.at[g, "CAPEX (USD/kW)"] = n.generators.at[g, "capital_cost"] @@ -118,22 +118,22 @@ def calc_aggregate_statistics( n.generators_t["p_max_pu"][g] * n.snapshot_weightings["generators"] ).sum() res.at[g, "Curtailment (kWh/a)"] = ( - res.at[g, "Capacity (kW)"] + res.at[g, "Capacity (MW)"] * res.at[g, "Full load hours before curtailment (h)"] - - res.at[g, "Output (kWh/a)"] + - res.at[g, "Output (MWh/a)"] ) res.at[g, "Curtailment (%)"] = ( 100 * res.at[g, "Curtailment (kWh/a)"] - / (res.at[g, "Output (kWh/a)"] + res.at[g, "Curtailment (kWh/a)"]) + / (res.at[g, "Output (MWh/a)"] + res.at[g, "Curtailment (kWh/a)"]) ) for g in ["ELY", "DERIV", "H2_STR_in"]: if g in n.links.index: - res.at[g, "Capacity (kW)"] = ( + res.at[g, "Capacity (MW)"] = ( n.links.at[g, "p_nom_opt"] * n.links.at[g, "efficiency"] ) - res.at[g, "Output (kWh/a)"] = ( + res.at[g, "Output (MWh/a)"] = ( -n.links_t["p1"][g] * n.snapshot_weightings["generators"] ).sum() res.at[g, "CAPEX (USD/kW)"] = ( @@ -143,8 +143,8 @@ def calc_aggregate_statistics( for g in ["EL_STR"]: if g in n.storage_units.index: - res.at[g, "Capacity (kW)"] = n.storage_units.at[g, "p_nom_opt"] - res.at[g, "Output (kWh/a)"] = ( + res.at[g, "Capacity (MW)"] = n.storage_units.at[g, "p_nom_opt"] + res.at[g, "Output (MWh/a)"] = ( n.storage_units_t["p_dispatch"][g] * n.snapshot_weightings["generators"] ).sum() res.at[g, "CAPEX (USD/kW)"] = n.storage_units.at[g, "capital_cost"] @@ -157,25 +157,23 @@ def calc_aggregate_statistics( "N2-G_supply", ]: if g in n.generators.index: - res.at[g, "Output (kWh/a)"] = ( + res.at[g, "Output (MWh/a)"] = ( n.generators_t["p"][g] * n.snapshot_weightings["generators"] ).sum() res.at[g, "OPEX (USD/kWh)"] = n.generators.at[g, "marginal_cost"] res = res.fillna(0) - res["Full load hours (h)"] = res["Output (kWh/a)"] / res["Capacity (kW)"] + res["Full load hours (h)"] = res["Output (MWh/a)"] / res["Capacity (MW)"] res["Cost (USD/MWh)"] = ( ( - res["Capacity (kW)"] * res["CAPEX (USD/kW)"] - + res["Output (kWh/a)"] * res["OPEX (USD/kWh)"] + res["Capacity (MW)"] * res["CAPEX (USD/kW)"] + + res["Output (MWh/a)"] * res["OPEX (USD/kWh)"] ) / 8760 * 1000 ) - res["Output (MWh/a)"] = res["Output (kWh/a)"] / 1000 - # rename components: rename_list = { "PV-FIX": "PV tilted", @@ -194,8 +192,8 @@ def calc_aggregate_statistics( if not include_debugging_output: res = res[ [ - "Capacity (kW)", - "Output (kWh/a)", + "Capacity (MW)", + "Output (MWh/a)", "Full load hours (h)", "Curtailment (%)", "Cost (USD/MWh)", diff --git a/md/info_optimization_results.md b/md/info_optimization_results.md index c1d8f52f..823c10a9 100644 --- a/md/info_optimization_results.md +++ b/md/info_optimization_results.md @@ -1,6 +1,6 @@ This table shows aggregated results of the optimization: -- the installed generation, electrolyzer and derivate production capacities and their annual output that are required to produce 8760kWh of final product per year +- the installed generation, electrolyzer and derivate production capacities and their annual output that are required to produce 8760 MWh of final product per year - the realized full load hours of said components - the curtailment of renewable generation - the costs per MWh of final product. From d2dfbe93a4ca57435f6c0138d80330798c28b4a8 Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Thu, 6 Jun 2024 15:47:35 +0200 Subject: [PATCH 39/64] fix units (MW and MWh instead of kW and kWh) --- app/tab_optimization.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/app/tab_optimization.py b/app/tab_optimization.py index 18cb14a3..8e59a59d 100644 --- a/app/tab_optimization.py +++ b/app/tab_optimization.py @@ -117,15 +117,15 @@ def calc_aggregate_statistics( res.at[g, "Full load hours before curtailment (h)"] = ( n.generators_t["p_max_pu"][g] * n.snapshot_weightings["generators"] ).sum() - res.at[g, "Curtailment (kWh/a)"] = ( + res.at[g, "Curtailment (MWh/a)"] = ( res.at[g, "Capacity (MW)"] * res.at[g, "Full load hours before curtailment (h)"] - res.at[g, "Output (MWh/a)"] ) res.at[g, "Curtailment (%)"] = ( 100 - * res.at[g, "Curtailment (kWh/a)"] - / (res.at[g, "Output (MWh/a)"] + res.at[g, "Curtailment (kWh/a)"]) + * res.at[g, "Curtailment (MWh/a)"] + / (res.at[g, "Output (MWh/a)"] + res.at[g, "Curtailment (MWh/a)"]) ) for g in ["ELY", "DERIV", "H2_STR_in"]: From 08a68a2cf0e06d1a735267948e1a9999e70425be Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Thu, 6 Jun 2024 15:58:57 +0200 Subject: [PATCH 40/64] add storage data to table --- app/tab_optimization.py | 23 +++++++++++++++++++++++ 1 file changed, 23 insertions(+) diff --git a/app/tab_optimization.py b/app/tab_optimization.py index 8e59a59d..610f0223 100644 --- a/app/tab_optimization.py +++ b/app/tab_optimization.py @@ -1,5 +1,6 @@ # -*- coding: utf-8 -*- """Content of optimization tab.""" +import numpy as np import pandas as pd import pypsa import streamlit as st @@ -190,6 +191,8 @@ def calc_aggregate_statistics( # drop unwanted columns: if not include_debugging_output: + + # filter columns: res = res[ [ "Capacity (MW)", @@ -200,6 +203,7 @@ def calc_aggregate_statistics( ] ] + # filter rows: res = res[ res.index.isin( [ @@ -208,10 +212,29 @@ def calc_aggregate_statistics( "Wind offshore", "Electrolyzer", "Derivate production", + "Electricity storage", + "H2 storage", ] ) ] + # remove unwanted entries: + for i in ["Electricity storage", "H2 storage"]: + for c in [ + "Output (MWh/a)", + "Full load hours (h)", + "Curtailment (%)", + ]: + if i in res.index: + res.at[i, c] = np.nan + + for i in [ + "Electrolyzer", + "Derivate production", + ]: + if i in res.index: + res.at[i, "Curtailment (%)"] = np.nan + # calculate total costs: res.at["Total", "Cost (USD/MWh)"] = res["Cost (USD/MWh)"].sum() From ffdb4fc1c780b25679e31b8dcbbde2247ddb2a7f Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Thu, 6 Jun 2024 16:06:20 +0200 Subject: [PATCH 41/64] improve colors of profie plot --- app/plot_functions.py | 15 ++++++++++----- 1 file changed, 10 insertions(+), 5 deletions(-) diff --git a/app/plot_functions.py b/app/plot_functions.py index eed6de8a..fa8f4b65 100644 --- a/app/plot_functions.py +++ b/app/plot_functions.py @@ -616,7 +616,12 @@ def create_profile_figure_generation(df_sel: pd.DataFrame) -> go.Figure: fig = go.Figure() add_trace_to_figure( - df_sel, fig, component="PV tilted", parameter="Power", fill=True, color="yellow" + df_sel, + fig, + component="PV tilted", + parameter="Power", + fill=True, + color="#FFE000", ) add_trace_to_figure( df_sel, @@ -624,7 +629,7 @@ def create_profile_figure_generation(df_sel: pd.DataFrame) -> go.Figure: component="Wind onshore", parameter="Power", fill=True, - color="blue", + color="#1E78C2", ) add_trace_to_figure( df_sel, @@ -632,13 +637,13 @@ def create_profile_figure_generation(df_sel: pd.DataFrame) -> go.Figure: component="Wind offshore", parameter="Power", fill=True, - color="blue", + color="#0061A4", ) add_trace_to_figure( - df_sel, fig, component="Electrolyzer", parameter="Power", color="black" + df_sel, fig, component="Electrolyzer", parameter="Power", color="#0C0C0C" ) add_trace_to_figure( - df_sel, fig, component="Derivate production", parameter="Power", color="red" + df_sel, fig, component="Derivate production", parameter="Power", color="#C3A5D3" ) add_vertical_lines(fig) From acd1d4278c59f628f2a99f286f124f2bfaa51650 Mon Sep 17 00:00:00 2001 From: "c.winger" Date: Thu, 6 Jun 2024 17:33:56 +0200 Subject: [PATCH 42/64] use optimized FLH for secondary processes --- ptxboa/api_optimize.py | 9 ++- tests/test_opt.py | 122 ++++++++++++++++++++++++++--------------- 2 files changed, 85 insertions(+), 46 deletions(-) diff --git a/ptxboa/api_optimize.py b/ptxboa/api_optimize.py index db3a21f1..87685109 100644 --- a/ptxboa/api_optimize.py +++ b/ptxboa/api_optimize.py @@ -183,7 +183,7 @@ def combine_location_and_source(re_location, re_source): class PtxOpt: def __init__(self, profiles_path: Path, cache_dir: Path): - self.cache_dir = cache_dir + self.cache_dir = Path(cache_dir) if cache_dir else None self.profiles_hashes = ProfilesHashes(profiles_path) self.profiles_flh = ProfilesFLH(profiles_path) @@ -374,6 +374,13 @@ def _merge_data(input_data: CalculateDataType, opt_output_data: OptOutputDataTyp step["FLH"] = opt_output_data["ELY"]["FLH"] * 8760 elif step["step"] == "DERIV": step["FLH"] = opt_output_data["DERIV"]["FLH"] * 8760 + # secondary processes + for step, flow_code in [("H2O", "H2O-L"), ("CO2", "CO2-G")]: + sec_process_data = input_data["secondary_process"].get(flow_code) + if not sec_process_data: + continue + sec_process_data["FLH"] = opt_output_data[step]["FLH"] * 8760 + else: logger.warning("Optimization not successful.") logger.warning(f"Solver status:{opt_output_data['model_status'][0]}") diff --git a/tests/test_opt.py b/tests/test_opt.py index a823d5ae..4d75726d 100644 --- a/tests/test_opt.py +++ b/tests/test_opt.py @@ -234,51 +234,83 @@ def test_prepare_data_for_optimize_incl_sec_proc(): "ship_own_fuel": False, "user_data": None, } - data_handler = DataHandler( - scenario=settings["scenario"], - cache_dir=DEFAULT_CACHE_DIR, - data_dir=ptxdata_dir_static, - ) - - # prepare data in the same way as in PtxboaAPI.calculate(): - data = data_handler.get_calculation_data( - secondary_processes={ - "H2O-L": ( - DataHandler.get_dimensions_parameter_code( - "secproc_water", settings["secproc_water"] - ) - if settings["secproc_water"] - else None - ), - "CO2-G": ( - DataHandler.get_dimensions_parameter_code( - "secproc_co2", settings["secproc_co2"] - ) - if settings["secproc_co2"] - else None - ), - }, - chain_name=settings["chain"], - process_code_res=DataHandler.get_dimensions_parameter_code( - "res_gen", settings["res_gen"] + secondary_processes = { + "H2O-L": ( + DataHandler.get_dimensions_parameter_code( + "secproc_water", settings["secproc_water"] + ) + if settings["secproc_water"] + else None ), - source_region_code=DataHandler.get_dimensions_parameter_code( - "region", settings["region"] + "CO2-G": ( + DataHandler.get_dimensions_parameter_code( + "secproc_co2", settings["secproc_co2"] + ) + if settings["secproc_co2"] + else None ), - target_country_code=DataHandler.get_dimensions_parameter_code( - "country", settings["country"] - ), - use_ship=(settings["transport"] == "Ship"), - ship_own_fuel=settings["ship_own_fuel"], - optimize_flh=True, - use_user_data_for_optimize_flh=False, + } + chain_name = settings["chain"] + process_code_res = DataHandler.get_dimensions_parameter_code( + "res_gen", settings["res_gen"] ) - - # prepare data same way as in PtxOpt.get_data() - opt_input_data = data_handler.optimizer._prepare_data(data) - - # check that some values exist - assert opt_input_data["H2O"]["CAPEX_A"] - assert opt_input_data["H2O"]["CONV"] - assert opt_input_data["CO2"]["CAPEX_A"] - assert opt_input_data["CO2"]["CONV"] + source_region_code = DataHandler.get_dimensions_parameter_code( + "region", settings["region"] + ) + target_country_code = DataHandler.get_dimensions_parameter_code( + "country", settings["country"] + ) + use_ship = settings["transport"] == "Ship" + ship_own_fuel = settings["ship_own_fuel"] + + with TemporaryDirectory() as cache_dir: + data_handler = DataHandler( + scenario=settings["scenario"], + cache_dir=cache_dir, + data_dir=ptxdata_dir_static, + ) + + # prepare data in the same way as in PtxboaAPI.calculate(): + data = data_handler._get_calculation_data( + secondary_processes=secondary_processes, + chain_name=chain_name, + process_code_res=process_code_res, + source_region_code=source_region_code, + target_country_code=target_country_code, + use_ship=use_ship, + ship_own_fuel=ship_own_fuel, + use_user_data=False, + ) + + # prepare data same way as in PtxOpt.get_data() + opt_input_data = data_handler.optimizer._prepare_data(data) + + # check that some values exist + assert opt_input_data["H2O"]["CAPEX_A"] + assert opt_input_data["H2O"]["CONV"] + assert opt_input_data["CO2"]["CAPEX_A"] + assert opt_input_data["CO2"]["CONV"] + + # actually call optimizer as in PtxOpt.get_data() + opt_output_data, _network = optimize( + opt_input_data, + profiles_path=data_handler.optimizer.profiles_hashes.profiles_path, + ) + + # check that some values exist + assert opt_output_data["H2O"]["FLH"] + assert opt_output_data["CO2"]["FLH"] + + # do the same using the proper api call + + data = data_handler.get_calculation_data( + secondary_processes=secondary_processes, + chain_name=chain_name, + process_code_res=process_code_res, + source_region_code=source_region_code, + target_country_code=target_country_code, + use_ship=use_ship, + ship_own_fuel=ship_own_fuel, + optimize_flh=True, + use_user_data_for_optimize_flh=False, + ) From 0eb721660521e4e679034f855ebea103e2cd88c8 Mon Sep 17 00:00:00 2001 From: "c.winger" Date: Mon, 10 Jun 2024 08:30:11 +0200 Subject: [PATCH 43/64] disable default spinner for cache_data --- app/context_data.py | 2 +- app/ptxboa_functions.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/app/context_data.py b/app/context_data.py index 51bf6a38..10330829 100644 --- a/app/context_data.py +++ b/app/context_data.py @@ -4,7 +4,7 @@ import streamlit as st -@st.cache_data() +@st.cache_data(show_spinner=False) def load_context_data(): """Import context data from excel file.""" filename = "data/context_data.xlsx" diff --git a/app/ptxboa_functions.py b/app/ptxboa_functions.py index 495b4ce5..a1b64bcf 100644 --- a/app/ptxboa_functions.py +++ b/app/ptxboa_functions.py @@ -11,7 +11,7 @@ from ptxboa.utils import is_test -@st.cache_data +@st.cache_data(show_spinner=False) def calculate_results_single( _api: PtxboaAPI, settings: dict, From bac20dc3dd548f183dee4c0b9f3d3c3de1103550 Mon Sep 17 00:00:00 2001 From: "c.winger" Date: Mon, 10 Jun 2024 08:33:26 +0200 Subject: [PATCH 44/64] show custom message when loading results --- ptxboa_streamlit.py | 89 +++++++++++++++++++++++---------------------- 1 file changed, 45 insertions(+), 44 deletions(-) diff --git a/ptxboa_streamlit.py b/ptxboa_streamlit.py index dd27d6b1..fad5bba7 100644 --- a/ptxboa_streamlit.py +++ b/ptxboa_streamlit.py @@ -157,47 +157,17 @@ "Deep-dive countries", "Optimization", ]: - # calculate results over different data dimensions: - costs_per_region = calculate_results_list( - api, parameter_to_change="region", parameter_list=None - ) - costs_per_scenario = calculate_results_list( - api, - parameter_to_change="scenario", - parameter_list=None, - ) - costs_per_res_gen = calculate_results_list( - api, - parameter_to_change="res_gen", - # TODO: here we remove PV tracking manually, this needs to be fixed in data - parameter_list=[ - x - for x in api.get_dimension("res_gen").index.to_list() - if x != "PV tracking" - ], - ) - costs_per_chain = calculate_results_list( - api, - parameter_to_change="chain", - parameter_list=None, - override_session_state={"output_unit": "USD/MWh"}, - ) - - if st.session_state["user_changes_df"] is not None: - # calculate results over different data dimensions (without user changes): - costs_per_region_without_user_changes = calculate_results_list( - api, - parameter_to_change="region", - parameter_list=None, - apply_user_data=False, + with st.spinner("Please wait. Running optimization model..."): + # calculate results over different data dimensions: + costs_per_region = calculate_results_list( + api, parameter_to_change="region", parameter_list=None ) - costs_per_scenario_without_user_changes = calculate_results_list( + costs_per_scenario = calculate_results_list( api, parameter_to_change="scenario", parameter_list=None, - apply_user_data=False, ) - costs_per_res_gen_without_user_changes = calculate_results_list( + costs_per_res_gen = calculate_results_list( api, parameter_to_change="res_gen", # TODO: here we remove PV tracking manually, this needs to be fixed in data @@ -206,20 +176,51 @@ for x in api.get_dimension("res_gen").index.to_list() if x != "PV tracking" ], - apply_user_data=False, ) - costs_per_chain_without_user_changes = calculate_results_list( + costs_per_chain = calculate_results_list( api, parameter_to_change="chain", parameter_list=None, override_session_state={"output_unit": "USD/MWh"}, - apply_user_data=False, ) - else: - costs_per_region_without_user_changes = None - costs_per_scenario_without_user_changes = None - costs_per_res_gen_without_user_changes = None - costs_per_chain_without_user_changes = None + + if st.session_state["user_changes_df"] is not None: + # calculate results over different data dimensions (without user changes): + costs_per_region_without_user_changes = calculate_results_list( + api, + parameter_to_change="region", + parameter_list=None, + apply_user_data=False, + ) + costs_per_scenario_without_user_changes = calculate_results_list( + api, + parameter_to_change="scenario", + parameter_list=None, + apply_user_data=False, + ) + costs_per_res_gen_without_user_changes = calculate_results_list( + api, + parameter_to_change="res_gen", + # TODO: here we remove PV tracking manually, needs to be fixed in data + parameter_list=[ + x + for x in api.get_dimension("res_gen").index.to_list() + if x != "PV tracking" + ], + apply_user_data=False, + ) + costs_per_chain_without_user_changes = calculate_results_list( + api, + parameter_to_change="chain", + parameter_list=None, + override_session_state={"output_unit": "USD/MWh"}, + apply_user_data=False, + ) + else: + costs_per_region_without_user_changes = None + costs_per_scenario_without_user_changes = None + costs_per_res_gen_without_user_changes = None + costs_per_chain_without_user_changes = None if st.session_state[st.session_state["tab_key"]] in [ "Market scanning", From 04938545cc0cf332757cefbf486822889e397c5d Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Mon, 10 Jun 2024 10:45:23 +0200 Subject: [PATCH 45/64] don't calculate all results when in optimization tab Fixes #434 --- app/tab_optimization.py | 35 ++++++++++++++++++----------------- ptxboa_streamlit.py | 1 - 2 files changed, 18 insertions(+), 18 deletions(-) diff --git a/app/tab_optimization.py b/app/tab_optimization.py index b2ab2873..4afcb572 100644 --- a/app/tab_optimization.py +++ b/app/tab_optimization.py @@ -20,23 +20,24 @@ def content_optimization(api: PtxboaAPI) -> None: with st.popover("*Help*", use_container_width=True): st.markdown(read_markdown_file("md/whatisthis_optimization.md")) - # load netcdf file: - try: - n, metadata = api.get_flh_opt_network( - scenario=st.session_state["scenario"], - secproc_co2=st.session_state["secproc_co2"], - secproc_water=st.session_state["secproc_water"], - chain=st.session_state["chain"], - res_gen=st.session_state["res_gen"], - region=st.session_state["region"], - country=st.session_state["country"], - transport=st.session_state["transport"], - ship_own_fuel=st.session_state["ship_own_fuel"], - user_data=st.session_state["user_changes_df"], - ) - except FileNotFoundError: - st.error("No optimization model could be loaded") - return + with st.spinner("Please wait. Running optimization model..."): + # load netcdf file: + try: + n, metadata = api.get_flh_opt_network( + scenario=st.session_state["scenario"], + secproc_co2=st.session_state["secproc_co2"], + secproc_water=st.session_state["secproc_water"], + chain=st.session_state["chain"], + res_gen=st.session_state["res_gen"], + region=st.session_state["region"], + country=st.session_state["country"], + transport=st.session_state["transport"], + ship_own_fuel=st.session_state["ship_own_fuel"], + user_data=st.session_state["user_changes_df"], + ) + except FileNotFoundError: + st.error("No optimization model could be loaded") + return if metadata["model_status"] == ["ok", "optimal"]: diff --git a/ptxboa_streamlit.py b/ptxboa_streamlit.py index fad5bba7..3ac0b510 100644 --- a/ptxboa_streamlit.py +++ b/ptxboa_streamlit.py @@ -155,7 +155,6 @@ "Market scanning", "Input data", "Deep-dive countries", - "Optimization", ]: with st.spinner("Please wait. Running optimization model..."): # calculate results over different data dimensions: From 175fbfbab0f67425dd33600b9f4920c967f58e66 Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Mon, 10 Jun 2024 13:18:22 +0200 Subject: [PATCH 46/64] change line color to dark green --- app/plot_functions.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/app/plot_functions.py b/app/plot_functions.py index fa8f4b65..d2b71ef7 100644 --- a/app/plot_functions.py +++ b/app/plot_functions.py @@ -643,7 +643,7 @@ def create_profile_figure_generation(df_sel: pd.DataFrame) -> go.Figure: df_sel, fig, component="Electrolyzer", parameter="Power", color="#0C0C0C" ) add_trace_to_figure( - df_sel, fig, component="Derivate production", parameter="Power", color="#C3A5D3" + df_sel, fig, component="Derivate production", parameter="Power", color="#408B2E" ) add_vertical_lines(fig) From 8307e6cfbe4eb1b248a92ce97bc6fc0a0f0edd18 Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Mon, 10 Jun 2024 13:33:05 +0200 Subject: [PATCH 47/64] update plotly 5.19.0 -> 5.22.0 --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 9787c460..1c047246 100644 --- a/requirements.txt +++ b/requirements.txt @@ -2,7 +2,7 @@ pandas==2.2.1 numpy==1.26.4 streamlit==1.35.0 openpyxl==3.1.2 -plotly==5.19.0 +plotly==5.22.0 streamlit-antd-components XlsxWriter==3.2.0 pypsa==0.27 From a6029871fb43e099bac6aaff3fa71d25b4892c3f Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Mon, 10 Jun 2024 13:46:40 +0200 Subject: [PATCH 48/64] address plotly depreciation warning --- app/plot_functions.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/app/plot_functions.py b/app/plot_functions.py index 8c54f1bc..f855b6ed 100644 --- a/app/plot_functions.py +++ b/app/plot_functions.py @@ -525,9 +525,10 @@ def add_trace_to_figure( if fill: if df_plot["MW (MWh for SOC)"].sum() > 0: fig.add_trace( - go.Line( + go.Scatter( x=df_plot["time"], y=df_plot["MW (MWh for SOC)"], + mode="lines", name=component, line_color=color, stackgroup="one", @@ -535,9 +536,10 @@ def add_trace_to_figure( ) else: fig.add_trace( - go.Line( + go.Scatter( x=df_plot["time"], y=df_plot["MW (MWh for SOC)"], + mode="lines", name=component, line_color=color, ) From aa92692f98cc00121b3b49d18471a238566ce57d Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Mon, 10 Jun 2024 14:25:49 +0200 Subject: [PATCH 49/64] add new image files for info tab --- img/inout_Electrolysis.png | Bin 51805 -> 37343 bytes img/inout_General.png | Bin 62197 -> 56300 bytes img/inout_Transport.png | Bin 55714 -> 49203 bytes img/inout_derivate_production.png | Bin 60359 -> 49901 bytes img/inout_electricity_generation.png | Bin 55974 -> 47338 bytes img/inout_electrolysis.png | Bin 51805 -> 37343 bytes img/inout_general.png | Bin 62197 -> 56300 bytes img/inout_transport.png | Bin 55714 -> 49203 bytes 8 files changed, 0 insertions(+), 0 deletions(-) diff --git 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Subject: [PATCH 50/64] show subregion in market scanning plot (and estimate a potential for this subregion) --- app/tab_market_scanning.py | 21 ++++++++++++++++++++- md/helptext_technical_potential.md | 5 +++++ 2 files changed, 25 insertions(+), 1 deletion(-) create mode 100644 md/helptext_technical_potential.md diff --git a/app/tab_market_scanning.py b/app/tab_market_scanning.py index 97019f47..f1a6cce4 100644 --- a/app/tab_market_scanning.py +++ b/app/tab_market_scanning.py @@ -77,13 +77,31 @@ def content_market_scanning(api: PtxboaAPI, res_costs: pd.DataFrame, cd: dict) - df = df.astype(float) # do not show subregions: - df = remove_subregions(api, df, st.session_state["country"]) + df = remove_subregions( + api, df, st.session_state["country"], keep=st.session_state["subregion"] + ) + + # if a subregion is selected, distribute country potential equally across + # subregions: + if st.session_state["subregion"] is not None: + region = st.session_state["region"].split(" (")[0] + number_of_subregions = ( + api.get_dimension("region")["region_name"].str.startswith(region).sum() - 1 + ) + for par in [ + "RE technical potential (PTX Atlas) (TWh/a)", + "RE technical potential (EWI) (TWh/a)", + ]: + df.at[st.session_state["subregion"], par] = ( + df.at[region, par] / number_of_subregions + ) with st.container(border=True): st.markdown( "### Costs and transportation distances from different supply regions" f" to {st.session_state['country']}" ) + c1, c2 = st.columns(2) with c1: # select which distance to show: @@ -102,6 +120,7 @@ def content_market_scanning(api: PtxboaAPI, res_costs: pd.DataFrame, cd: dict) - "RE technical potential (PTX Atlas) (TWh/a)", "None", ], + help=read_markdown_file("md/helptext_technical_potential.md"), ) # create plot: diff --git a/md/helptext_technical_potential.md b/md/helptext_technical_potential.md new file mode 100644 index 00000000..8044dfe6 --- /dev/null +++ b/md/helptext_technical_potential.md @@ -0,0 +1,5 @@ +Please note that many assumptions are needed to estimate technical RE potentials. Data across sources varies significantly, and not all PtXBOA supply regions are covered by the two sources used here. + +If a supply region is not covered by the source, it will not show up in the diagram. Please choose "None" to show all supply regions. + +If you select a deep-dive country subregion as source region, it will show up in the diagram, and the potential of the country it belongs to will be divided equally across all subregions of this country. 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z?C2(<)DhwZrZfd_zWc7a1BOQ1dmPcF~=tRzMI9 z+(NW|Of(zmzF8!iQP?5!u6Z#XEPNJ;Auh2}+chiBgfP7kqjdvH zFe4^JcC15Kg!hOkz(=>$rVSI2b97rj#m|+abbJ>AV%N zqDydvnw)sOlx@38_bM+qpCAA(yKtgBx<1 z@H^+ke%=`8YPrgLdO#I9aJ9f;Ty^8n=M#;1`r8D6h>{)87akw0JUdV|eq(y&*8rjIvasgt;`+#poJWB{cP*<* zO2L!ou2<^Z3)MLXA~mPvw?~TPLatuXw!9$uSQm?!(WO8uVsoF|NIqlrIlze zJ_dYX&w$AG+wZYk(^?Xyy<1!Jh@kS3nn#=>RHz-mN-|=nqAOU=Hxoh z4~WMkb!KPawWdx57xM=3jtb%I)jqVECz_6Kg{XpHjgW9n6hprqajfShd zP9Kd(9Kc27Ge z8g{y~MWYcaEOc=|D`6pL7`w%6W!kjP$<8sshKH~_>}rVT1`cCxex@OlS?EY&as2xo zZtZU&v-hzojl;AUKX;4y@s#L+_s6Kd|K^ujn|E zEgBy=jnu1T1K%n+3l+}1gub(&qIv3-e|RR&K5PE7JM+K06<5fnPe>~-R9Ze8q4hrp O{M}L2Rw-06ef=NHQTclS From e6ca96e411ba3e7bed0c17e189b3fd45ec8791ee Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Mon, 10 Jun 2024 17:07:26 +0200 Subject: [PATCH 52/64] remove hamburger menu at top right Fixes #435 --- .streamlit/config.toml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.streamlit/config.toml b/.streamlit/config.toml index bb33bffb..ea096d0c 100644 --- a/.streamlit/config.toml +++ b/.streamlit/config.toml @@ -5,6 +5,9 @@ textColor="#262730" font="sans serif" +[client] + toolbarMode = "minimal" + [logger] level="INFO" From 82cc42b69890ebaf4707d2fc989f18fd32ace99c Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Tue, 11 Jun 2024 13:38:59 +0200 Subject: [PATCH 53/64] remove electricity costs from specific costs input data Fixes #366 --- app/ptxboa_functions.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/app/ptxboa_functions.py b/app/ptxboa_functions.py index 81180ba4..79fa3b28 100644 --- a/app/ptxboa_functions.py +++ b/app/ptxboa_functions.py @@ -424,6 +424,10 @@ def get_data_type_from_input_data( values="value", ) + # remove electricity from specific costs + if data_type == "specific_costs": + df = df[~(df.index == "electricity")] + if scope == "world": df = remove_subregions(api=api, df=df, country_name=st.session_state["country"]) if scope in ["Argentina", "Morocco", "South Africa"]: From 3be90b6bfa1b799b9a8c7865f6724071fa323fd9 Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Tue, 11 Jun 2024 14:54:00 +0200 Subject: [PATCH 54/64] fix units for green iron reduction and transportation process data Fixes #229 --- app/layout_elements.py | 24 +++++++++++++++++++++++- app/ptxboa_functions.py | 8 +++++++- app/tab_input_data.py | 15 ++++++++++++++- 3 files changed, 44 insertions(+), 3 deletions(-) diff --git a/app/layout_elements.py b/app/layout_elements.py index 432e4bbc..947dffaf 100644 --- a/app/layout_elements.py +++ b/app/layout_elements.py @@ -260,7 +260,8 @@ def display_and_edit_input_data( "electricity_generation", "conversion_processes", "transportation_processes", - "reconversion_processes" "CAPEX", + "reconversion_processes", + "CAPEX", "full load hours", "WACC", "specific_costs", @@ -326,6 +327,27 @@ def display_and_edit_input_data( missing_index_value = None column_config = get_column_config() + if data_type == "conversion_processes": + custom_column_config = { + "CAPEX": st.column_config.NumberColumn( + format="%.0f USD/[unit]", + min_value=0, + help=( + "unit is [t] for Green iron reduction and [MW] for all other " + "processes." + ), + ), + "OPEX (fix)": st.column_config.NumberColumn( + format="%.0f USD/[unit]", + min_value=0, + help=( + "unit is [t] for Green iron reduction and [MW] for all other " + "processes." + ), + ), + } + column_config.update(custom_column_config) + if data_type == "dac_and_desalination": index = "process_code" columns = "parameter_code" diff --git a/app/ptxboa_functions.py b/app/ptxboa_functions.py index 81180ba4..90c2910b 100644 --- a/app/ptxboa_functions.py +++ b/app/ptxboa_functions.py @@ -562,7 +562,12 @@ def get_column_config() -> dict: help=read_markdown_file("md/helptext_columns_lifetime.md"), ), "levelized costs": st.column_config.NumberColumn( - format="%.2e USD/(kW km)", min_value=0 + format="%.2e USD/([unit] km)", + min_value=0, + help=( + "unit is [t] for Green iron ship (bunker fuel consumption) and [MW] " + "for all other processes." + ), ), "losses (own fuel, transport)": st.column_config.NumberColumn( format="%.2e fraction per km", @@ -627,6 +632,7 @@ def change_index_names(df: pd.DataFrame, mapping: dict | None = None) -> pd.Data "process_code": "Process", "source_region_code": "Source region", "region": "Source region", + "source_region": "Source region", "scenario": "Scenario", "res_gen": "RE source", "chain": "Chain", diff --git a/app/tab_input_data.py b/app/tab_input_data.py index a13e566d..78508285 100644 --- a/app/tab_input_data.py +++ b/app/tab_input_data.py @@ -103,6 +103,12 @@ def content_input_data(api: PtxboaAPI) -> None: key="input_data_electricity_generation", ) with st.expander("**Electrolysis and derivate production**"): + st.caption( + ( + "The unit of CAPEX and OPEX (fix) is USD/t for Green iron " + "reduction and USD/MW for all other processes." + ) + ) display_and_edit_input_data( api, data_type="conversion_processes", @@ -110,6 +116,13 @@ def content_input_data(api: PtxboaAPI) -> None: key="input_data_conversion_processes", ) with st.expander("**Transportation (ships and pipelines)**"): + st.caption( + ( + "The unit of levelized costs is USD/(t km) for Green iron ship " + "(bunker fuel consumption) and USD/(kW km) for all other " + "processes." + ) + ) display_and_edit_input_data( api, data_type="transportation_processes", @@ -126,7 +139,7 @@ def content_input_data(api: PtxboaAPI) -> None: key="input_data_reconversion_processes", ) with st.expander("**Direct air capture and desalination**"): - st.markdown( + st.caption( ( "Units for CAPEX and OPEX (fix) are per kg of CO2 for " "direct air capture and per kg of H20 for sea water " From ab2f047b0f4aa24f1c52939dd525633b2c25d6b4 Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Tue, 11 Jun 2024 15:05:01 +0200 Subject: [PATCH 55/64] use distance to France as transport distances to EU Fixes #266 --- app/tab_market_scanning.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/app/tab_market_scanning.py b/app/tab_market_scanning.py index f1a6cce4..88d82ccc 100644 --- a/app/tab_market_scanning.py +++ b/app/tab_market_scanning.py @@ -209,8 +209,8 @@ def content_market_scanning(api: PtxboaAPI, res_costs: pd.DataFrame, cd: dict) - df.at["USA", "h2_demand_2030"] = 10 # EU data is missing completely in context_data.xlsx: - df.at["EU", "shipping distance"] = 1104 - df.at["EU", "pipeline distance"] = 2000 + df.at["EU", "shipping distance"] = df.at["France", "shipping distance"] + df.at["EU", "pipeline distance"] = df.at["France", "pipeline distance"] df.at["EU", "h2_demand_2030"] = 20 df["h2_demand_2030"] = df["h2_demand_2030"].astype(float) From 860fd1a51adc622b95c87f25353a9f883d1a865e Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Tue, 11 Jun 2024 15:16:33 +0200 Subject: [PATCH 56/64] fix key error when no pipeline distance available --- app/tab_market_scanning.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/app/tab_market_scanning.py b/app/tab_market_scanning.py index 88d82ccc..f080e936 100644 --- a/app/tab_market_scanning.py +++ b/app/tab_market_scanning.py @@ -6,6 +6,7 @@ from app.excel_download import prepare_and_download_df_as_excel from app.ptxboa_functions import ( + change_index_names, config_number_columns, read_markdown_file, remove_subregions, @@ -210,7 +211,10 @@ def content_market_scanning(api: PtxboaAPI, res_costs: pd.DataFrame, cd: dict) - # EU data is missing completely in context_data.xlsx: df.at["EU", "shipping distance"] = df.at["France", "shipping distance"] - df.at["EU", "pipeline distance"] = df.at["France", "pipeline distance"] + try: + df.at["EU", "pipeline distance"] = df.at["France", "pipeline distance"] + except KeyError: + df.at["EU", "pipeline distance"] = None df.at["EU", "h2_demand_2030"] = 20 df["h2_demand_2030"] = df["h2_demand_2030"].astype(float) @@ -234,6 +238,7 @@ def content_market_scanning(api: PtxboaAPI, res_costs: pd.DataFrame, cd: dict) - ) # create plot: + df = change_index_names(df, mapping={"target_country_code": "Target country"}) df_plot = df.copy().round(0) # distinguish between selected region and others: From a5b03001a5d35056fedb15b47577915a52cc2a52 Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Tue, 11 Jun 2024 16:46:02 +0200 Subject: [PATCH 57/64] highlight source region on maps Fixes #127 --- app/plot_functions.py | 56 ++++++++++++++++++++++++++++++++++++++++--- 1 file changed, 53 insertions(+), 3 deletions(-) diff --git a/app/plot_functions.py b/app/plot_functions.py index 437a60bc..48720dd2 100644 --- a/app/plot_functions.py +++ b/app/plot_functions.py @@ -10,6 +10,7 @@ import streamlit as st from app.ptxboa_functions import ( + change_index_names, get_data_type_from_input_data, remove_subregions, select_subregions, @@ -83,6 +84,7 @@ def plot_costs_on_map( color_col=cost_component, custom_data_func=_make_costs_hoverdata, ) + fig = _highlight_selected_region_world(fig) else: fig = _choropleth_map_deep_dive_country( api=api, @@ -210,9 +212,9 @@ def _choropleth_map_world( color=df[color_col], custom_data=custom_data_func(df, **custom_data_func_kwargs), color_continuous_scale=agora_continuous_color_scale(), - size=[15] * len(df.index), opacity=1, ) + fig.update_traces({"marker": {"size": 30}}) return fig @@ -245,7 +247,8 @@ def _choropleth_map_deep_dive_country( ) ) # merge points to data - df = df.merge(lon_lat, left_on="iso3166_code", right_on="iso_3166_2") + df = change_index_names(df, mapping={"source_region": "region"}) + df = df.reset_index().merge(lon_lat, left_on="iso3166_code", right_on="iso_3166_2") fig = px.scatter_geo( lon=df["lon"], @@ -253,9 +256,11 @@ def _choropleth_map_deep_dive_country( color=df[color_col], custom_data=hover_data, color_continuous_scale=agora_continuous_color_scale(), - size=[15] * len(df.index), opacity=1, ) + fig.update_traces({"marker": {"size": 30}}) + + fig = _highlight_selected_subregion(df, fig) bboxes = { "Argentina": (-73.4154357571, -55.25, -53.628348965, -21.8323104794), @@ -274,6 +279,51 @@ def _choropleth_map_deep_dive_country( return fig +def _highlight_selected_subregion(df, fig): + if st.session_state["region"] in df["region"].tolist(): + subreg = st.session_state["region"] + fig.add_trace( + go.Scattergeo( + lon=df.loc[df["region"] == subreg, "lon"].tolist(), + lat=df.loc[df["region"] == subreg, "lat"].tolist(), + marker={ + "size": 31, + "color": "rgba(0, 0, 0, 0)", + "line": {"width": 3, "color": "black"}, + }, + hoverinfo="skip", + customdata=["selected supply subregion"], + name="selected region", + showlegend=False, + ) + ) + return fig + + +def _highlight_selected_region_world(fig: go.Figure) -> go.Figure: + if st.session_state["subregion"] is not None: + region = st.session_state["region"].split(" (")[0] + else: + region = st.session_state["region"] + + fig.add_trace( + go.Scattergeo( + locations=[region], + locationmode="country names", + marker={ + "size": 31, + "color": "rgba(0, 0, 0, 0)", + "line": {"width": 3, "color": "black"}, + }, + hoverinfo="skip", + customdata=["selected supply region"], + name="selected region", + showlegend=False, + ) + ) + return fig + + def _set_map_layout(fig: go.Figure, colorbar_title: str) -> go.Figure: """ Apply a unified layout for all maps used in the app. From 1e2ed9160e5be751dc372dba2d264a65492c0fa1 Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Wed, 12 Jun 2024 10:45:22 +0200 Subject: [PATCH 58/64] update highspy 15.3. --> 1.7.1 --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 1c047246..ed9d4df0 100644 --- a/requirements.txt +++ b/requirements.txt @@ -6,4 +6,4 @@ plotly==5.22.0 streamlit-antd-components XlsxWriter==3.2.0 pypsa==0.27 -highspy==1.5.3 +highspy==1.7.1 From 7f6a49e5a118cb289cc5f4b53d0480660b3817a1 Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Wed, 12 Jun 2024 12:14:49 +0200 Subject: [PATCH 59/64] adapt "secproc_co2" in `calculate_results_list()` based on chain Fixes #445 For chains that don't need CO2, "secproc_co2" is set to None, otherwise, the session state value is used. --- app/ptxboa_functions.py | 28 +++++++++++++++++++++++----- 1 file changed, 23 insertions(+), 5 deletions(-) diff --git a/app/ptxboa_functions.py b/app/ptxboa_functions.py index 81180ba4..a38aa037 100644 --- a/app/ptxboa_functions.py +++ b/app/ptxboa_functions.py @@ -120,6 +120,19 @@ def calculate_results_list( for parameter in parameter_list: settings.update({parameter_to_change: parameter}) + if parameter_to_change == "chain": + needs_co2 = check_if_input_is_needed( + api, + flow_code="CO2-G", + chain=settings["chain"], + scenario=settings["scenario"], + ) + # if the current chain does not need CO2, set "secproc_co2" to None + if needs_co2: + settings.update({"secproc_co2": st.session_state["secproc_co2"]}) + else: + settings.update({"secproc_co2": None}) + # consider user data in optimization only for parameter set in session state if st.session_state[parameter_to_change] == parameter: use_user_data_for_optimize_flh = True @@ -637,16 +650,21 @@ def change_index_names(df: pd.DataFrame, mapping: dict | None = None) -> pd.Data return df -def check_if_input_is_needed(api: PtxboaAPI, flow_code: str) -> bool: +def check_if_input_is_needed( + api: PtxboaAPI, flow_code: str, chain: str = None, scenario: str = None +) -> bool: """Check if a certain input is required by the selected process chain.""" + if chain is None: + chain = st.session_state["chain"] + if scenario is None: + scenario = st.session_state["scenario"] + # get list of processes in selected chain: - process_codes = ( - api.get_dimension("chain").loc[st.session_state["chain"]][:-1].to_list() - ) + process_codes = api.get_dimension("chain").loc[chain][:-1].to_list() process_codes = [p for p in process_codes if p != ""] # get list of conversion coefficients for these processes: - df = api.get_input_data(scenario=st.session_state["scenario"], long_names=False) + df = api.get_input_data(scenario=scenario, long_names=False) flow_codes = df.loc[ (df["process_code"].isin(process_codes)) & (df["parameter_code"] == "CONV"), "flow_code", From 43ac042087bbebcf7da84217c89c569d60ba9383 Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Wed, 12 Jun 2024 16:25:59 +0200 Subject: [PATCH 60/64] move storage parameters to dedicated table Fixes #447 --- app/layout_elements.py | 7 +++++++ app/ptxboa_functions.py | 15 +++++++++++++++ app/tab_input_data.py | 9 +++++++++ 3 files changed, 31 insertions(+) diff --git a/app/layout_elements.py b/app/layout_elements.py index 947dffaf..0d8ca470 100644 --- a/app/layout_elements.py +++ b/app/layout_elements.py @@ -267,6 +267,7 @@ def display_and_edit_input_data( "specific_costs", "conversion_coefficients", "dac_and_desalination", + "storage", ], scope: Literal["world", "Argentina", "Morocco", "South Africa"], key: str, @@ -320,6 +321,7 @@ def display_and_edit_input_data( "transportation_processes", "reconversion_processes", "dac_and_desalination", + "storage", ]: index = "process_code" columns = "parameter_code" @@ -416,6 +418,11 @@ def display_and_edit_input_data( missing_index_value = "conversion factors" column_config = get_column_config() + if data_type == "storage": + column_config["OPEX (fix)"] = st.column_config.NumberColumn( + format="%.2f USD/kW", min_value=0 + ) + df = change_index_names(df) # if editing is enabled, store modifications in session_state: diff --git a/app/ptxboa_functions.py b/app/ptxboa_functions.py index e2ee1558..bf924291 100644 --- a/app/ptxboa_functions.py +++ b/app/ptxboa_functions.py @@ -271,6 +271,7 @@ def get_data_type_from_input_data( "specific_costs", "conversion_coefficients", "dac_and_desalination", + "storage", ], scope: Literal[None, "world", "Argentina", "Morocco", "South Africa"], ) -> pd.DataFrame: @@ -329,6 +330,7 @@ def get_data_type_from_input_data( "transportation_processes", "reconversion_processes", "dac_and_desalination", + "storage", ]: scope = None source_region_code = [""] @@ -398,6 +400,8 @@ def get_data_type_from_input_data( process_code = processes.loc[ processes["is_transport"] & ~processes["is_transformation"], "process_name" ].to_list() + # remove storage processes + process_code = [c for c in process_code if "storage" not in c] if data_type == "reconversion_processes": parameter_code = [ @@ -427,6 +431,17 @@ def get_data_type_from_input_data( "PV tilted", ] + if data_type == "storage": + parameter_code = [ + "CAPEX", + "OPEX (fix)", + "lifetime / amortization period", + "efficiency", + ] + process_code = processes.loc[ + processes["process_name"].str.contains("storage"), "process_name" + ].to_list() + df = subset_and_pivot_input_data( input_data, source_region_code=source_region_code, diff --git a/app/tab_input_data.py b/app/tab_input_data.py index 78508285..1c7eca7c 100644 --- a/app/tab_input_data.py +++ b/app/tab_input_data.py @@ -115,6 +115,15 @@ def content_input_data(api: PtxboaAPI) -> None: scope=None, key="input_data_conversion_processes", ) + with st.expander("**Storage**"): + st.caption("Assumptions for storage") + display_and_edit_input_data( + api, + data_type="storage", + scope=None, + key="input_data_storage", + ) + with st.expander("**Transportation (ships and pipelines)**"): st.caption( ( From d8efa196b29f22093e61bc70da8d1e9fbd9945e1 Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Thu, 13 Jun 2024 09:54:50 +0200 Subject: [PATCH 61/64] fix highlight of selected subregion and hover nans - selected region was not highlighted in input data maps - when a value is nan (e.g. JOR, Wind Offshore) do not plot the point - consider no-data points in hovers --- app/plot_functions.py | 21 +++++++++++++++------ 1 file changed, 15 insertions(+), 6 deletions(-) diff --git a/app/plot_functions.py b/app/plot_functions.py index 48720dd2..adebe1a3 100644 --- a/app/plot_functions.py +++ b/app/plot_functions.py @@ -3,6 +3,7 @@ from pathlib import Path from typing import Literal +import numpy as np import pandas as pd import plotly.express as px import plotly.graph_objects as go @@ -84,7 +85,7 @@ def plot_costs_on_map( color_col=cost_component, custom_data_func=_make_costs_hoverdata, ) - fig = _highlight_selected_region_world(fig) + else: fig = _choropleth_map_deep_dive_country( api=api, @@ -205,7 +206,9 @@ def _choropleth_map_world( """ if custom_data_func_kwargs is None: custom_data_func_kwargs = {} - df = remove_subregions(api=api, df=df, country_name=st.session_state["country"]) + df = remove_subregions( + api=api, df=df, country_name=st.session_state["country"] + ).dropna(subset=color_col) fig = px.scatter_geo( locations=df.index, locationmode="country names", @@ -215,6 +218,7 @@ def _choropleth_map_world( opacity=1, ) fig.update_traces({"marker": {"size": 30}}) + fig = _highlight_selected_region_world(fig) return fig @@ -384,7 +388,11 @@ def _make_inputs_hoverdata(df, data_type, map_variable, unit, float_precision): for idx, row in df.iterrows(): hover = f"{idx} | {data_type}
" for i, v in zip(row.index, row): - hover += f"
{i}: {v:.{float_precision}f} {unit}" + if np.isnan(v): + value = "no data" + else: + value = f"{v:.{float_precision}f} {unit}" + hover += f"
{i}: {value}" if i == map_variable: hover += " ← displayed on map" custom_hover_data.append(hover) @@ -392,16 +400,17 @@ def _make_inputs_hoverdata(df, data_type, map_variable, unit, float_precision): def _make_costs_hoverdata(res_costs: pd.DataFrame) -> list[pd.Series]: - custom_hover_data = res_costs.apply( + custom_hover_data = res_costs.map("{:,.1f}".format).apply( lambda x: f"{x.name}

" + "
".join( [ - f"{col}: {x[col]:.1f}" f"{st.session_state['output_unit']}" + f"{col}: {x[col] if x[col] != 'nan' else 'not applicable'} " + f"{st.session_state['output_unit'] if x[col] != 'nan' else ''}" for col in res_costs.columns[:-1] ] + [ f"──────────
{res_costs.columns[-1]}: " - f"{x[res_costs.columns[-1]]:.1f}" + f"{x[res_costs.columns[-1]]}" f"{st.session_state['output_unit']}" ] ), From 7002fcab6df3ef92fa7d6f4f771702bd8ca64460 Mon Sep 17 00:00:00 2001 From: Markus Haller Date: Thu, 13 Jun 2024 12:15:56 +0200 Subject: [PATCH 62/64] add caption to storage data table --- app/tab_input_data.py | 14 +++++++++++++- 1 file changed, 13 insertions(+), 1 deletion(-) diff --git a/app/tab_input_data.py b/app/tab_input_data.py index 1c7eca7c..efcac52f 100644 --- a/app/tab_input_data.py +++ b/app/tab_input_data.py @@ -116,7 +116,19 @@ def content_input_data(api: PtxboaAPI) -> None: key="input_data_conversion_processes", ) with st.expander("**Storage**"): - st.caption("Assumptions for storage") + st.caption( + ( + "- Storage CAPEX are defined per charging power.\n" + "- Efficiencies are round-trip.\n" + "- Time-dependent losses are neglected.\n" + "- For electricity storage (batteries) we assume a fixed ratio of 4" + " MWh storage capacity per MW charging power\n" + " and equal charging/discharging power.\n" + "- For hydrogen storage (tanks) we assume storage capacity and" + " discharge power to be non-binding because the comporessor is by" + " far the most expensive component." + ) + ) display_and_edit_input_data( api, data_type="storage", From 01d3289cc729754a89db26ea165e962ae90644b7 Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Mon, 17 Jun 2024 12:31:07 +0200 Subject: [PATCH 63/64] update changelog --- CHANGELOG.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index d7d8cb68..77214ffb 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,13 @@ # CHANGELOG.md +## 0.7.0 (2024-05-17) + +- for the two regions Sout Africa Kwazulu Natal and Indonesia a reduced quantile of 0.3 is + used to determine Wind Onshore and hybrid locations. +- frontend changes: + - point maps instead of choropleth maps + - include selected subregion in global cost comparison + ## 0.3.0 (2024-05-06) - optimization of FLH data (with caching) From 16c2465320ec4660dfcb38d94306da817fea83d7 Mon Sep 17 00:00:00 2001 From: "j.aschauer" Date: Mon, 17 Jun 2024 12:31:45 +0200 Subject: [PATCH 64/64] =?UTF-8?q?Bump=20version:=200.6.1=20=E2=86=92=200.7?= =?UTF-8?q?.0?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .bumpversion.cfg | 2 +- .github/workflows/publish.yaml | 2 +- Dockerfile | 2 +- README.md | 2 +- ptxboa_streamlit.py | 2 +- 5 files changed, 5 insertions(+), 5 deletions(-) diff --git a/.bumpversion.cfg b/.bumpversion.cfg index 90e0a116..ae9a1f61 100644 --- a/.bumpversion.cfg +++ b/.bumpversion.cfg @@ -1,5 +1,5 @@ [bumpversion] -current_version = 0.6.1 +current_version = 0.7.0 commit = True tag = True diff --git a/.github/workflows/publish.yaml b/.github/workflows/publish.yaml index 9a17e9ed..915edfde 100644 --- a/.github/workflows/publish.yaml +++ b/.github/workflows/publish.yaml @@ -23,4 +23,4 @@ jobs: uses: docker/build-push-action@v5 with: push: true - tags: wingechr/ptx-boa:0.6.1 + tags: wingechr/ptx-boa:0.7.0 diff --git a/Dockerfile b/Dockerfile index 3b1cdad4..2e31dc65 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,5 +1,5 @@ FROM python:3.10-slim -LABEL version="0.6.1" +LABEL version="0.7.0" RUN apt-get update RUN apt-get install -y git diff --git a/README.md b/README.md index cd4e7dcb..073122d1 100644 --- a/README.md +++ b/README.md @@ -68,7 +68,7 @@ scp -r ptxboa2:ptx-boa_offline_optimization/optimization_cache/* . # connect to server ssh ptxboa # pull latest image from dockerhub -VERSION=0.6.1 +VERSION=0.7.0 docker pull wingechr/ptx-boa:$VERSION # stop and delete the currently running container "app" docker stop app diff --git a/ptxboa_streamlit.py b/ptxboa_streamlit.py index 3ac0b510..144fde43 100644 --- a/ptxboa_streamlit.py +++ b/ptxboa_streamlit.py @@ -6,7 +6,7 @@ >>> streamlit run ptxboa_streamlit.py """ -__version__ = "0.6.1" +__version__ = "0.7.0" import logging