v3.1.0 Defaults Updates and Hybrid+Central GHP

CHANGELOG.md

@@ -26,6 +26,39 @@ Classify the change according to the following categories:
     ##### Removed
     ### Patches
 
+## v3.1.0
+### Major Updates
+#### Changed
+- ANNUAL UPDATE TO DEFAULT VALUES. Changes outlined below with (old value) --> (new value). See user manual for references. 
+  - Owner Discount rate, nominal (%): : **Financial** **owner_discount_rate_fraction** 0.0564	--> 0.0638
+  - Offtaker Discount rate, nominal (%): **Financial**  **offtaker_discount_rate_fraction** 0.0564 --> 0.0638
+  - Electricity cost escalation rate, nominal (%): **Financial** **elec_cost_escalation_rate_fraction** 0.019	--> 0.017
+  - Existing boiler fuel cost escalation rate, nominal (%): **Financial**  **existing_boiler_fuel_cost_escalation_rate_fraction**	0.034	--> 0.015
+  - Boiler fuel cost escalation rate, nominal (%): **Financial** **boiler_fuel_cost_escalation_rate_fraction**	0.034	--> 0.015
+  - CHP fuel cost escalation rate, nominal (%): **Financial**  **chp_fuel_cost_escalation_rate_fraction**	0.034	--> 0.015
+  - Generator fuel cost escalation rate, nominal (%): **Financial**  **generator_fuel_cost_escalation_rate_fraction**	0.027	--> 0.012
+  - Array tilt – Ground mount, Fixed: **PV** **tilt** latitude	--> 20
+  - O&M cost ($/kW/year): **PV** **om_cost_per_kw**	17	--> 18
+  - System capital cost ($/kW): **PV** **installed_cost_per_kw**	1592	--> 1790
+  - Energy capacity cost ($/kWh): **ElectricStorage** **installed_cost_per_kwh**	388	--> 455
+  - Power capacity cost ($/kW): **ElectricStorage**	**installed_cost_per_kw**	775	--> 910
+  - Energy capacity replacement cost ($/kWh): **ElectricStorage** **replace_cost_per_kwh**	220	--> 318
+  - Power capacity replacement cost ($/kW): **ElectricStorage**	**replace_cost_per_kw**	440	--> 715
+  - Fuel burn rate by generator capacity (gal/kWh): **Generator** **fuel_slope_gal_per_kwh**	0.076	--> removed and replaced with full and half-load efficiencies
+  - Electric efficiency at 100% load (% HHV-basis): **Generator** **electric_efficiency_full_load**	N/A - new input	--> 0.322
+  - Electric efficiency at 50% load (% HHV-basis): **Generator** **electric_efficiency_half_load**	N/A - new input	--> 0.322
+  - Generator fuel higher heating value (HHV): **Generator** **fuel_higher_heating_value_kwh_per_gal**	N/A - new input	--> 40.7
+  - System capital cost ($/kW): **Generator**  **installed_cost_per_kw** 500	--> $650 if the generator only runs during outages; $800 if it is allowed to run parallel with the grid; $880 for off-grid
+  - Fixed O&M ($/kW/yr): **Generator** **om_cost_per_kw** Grid connected: 10 Off-grid: 20 --> Grid connected: 20 Off-grid: 10
+  - System capital cost ($/kW) by Class: **Wind** **size_class_to_installed_cost**	residential - 5675 commercial - 4300 medium - 2766 large - 2239 --> residential - 6339 commercial - 4760 medium - 3137 large - 2386
+  - O&M cost ($/kW/year): **Wind** **om_cost_per_kw** 35 --> 36
+### Minor Updates
+##### Added
+- Added ability to run hybrid GHX using REopt API v3.
+- Added ability to run centralized GHP scenarios using REopt API.
+##### Fixed
+- Fixed `test_thermal_in_results` to account for missing required inputs. 
+
 ## v3.0.0
 ### Major Updates
 ##### Changed

ghpghx/migrations/0014_ghpghxoutputs_hybrid_auto_ghx_sizing_flag.py

@@ -0,0 +1,18 @@
+# Generated by Django 4.0.7 on 2023-09-28 17:54
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('ghpghx', '0013_alter_ghpghxinputs_init_sizing_factor_ft_per_peak_ton'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='ghpghxoutputs',
+            name='hybrid_auto_ghx_sizing_flag',
+            field=models.BooleanField(blank=True, default=False, null=True),
+        ),
+    ]

ghpghx/migrations/0015_remove_ghpghxoutputs_hybrid_auto_ghx_sizing_flag_and_more.py

@@ -0,0 +1,22 @@
+# Generated by Django 4.0.7 on 2023-09-28 17:55
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('ghpghx', '0014_ghpghxoutputs_hybrid_auto_ghx_sizing_flag'),
+    ]
+
+    operations = [
+        migrations.RemoveField(
+            model_name='ghpghxoutputs',
+            name='hybrid_auto_ghx_sizing_flag',
+        ),
+        migrations.AddField(
+            model_name='ghpghxinputs',
+            name='hybrid_auto_ghx_sizing_flag',
+            field=models.BooleanField(blank=True, default=False, null=True),
+        ),
+    ]

ghpghx/migrations/0016_ghpghxoutputs_heat_pump_configuration.py

@@ -0,0 +1,18 @@
+# Generated by Django 4.0.7 on 2023-09-28 18:00
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('ghpghx', '0015_remove_ghpghxoutputs_hybrid_auto_ghx_sizing_flag_and_more'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='ghpghxoutputs',
+            name='heat_pump_configuration',
+            field=models.TextField(blank=True, help_text='Specifies if the auxiliary heat exchange unit is a heater or cooler', null=True),
+        ),
+    ]

ghpghx/migrations/0017_ghpghxinputs_heat_pump_configuration.py

@@ -0,0 +1,18 @@
+# Generated by Django 4.0.7 on 2023-10-01 16:42
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('ghpghx', '0016_ghpghxoutputs_heat_pump_configuration'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='ghpghxinputs',
+            name='heat_pump_configuration',
+            field=models.TextField(blank=True, help_text='Specifies if the auxiliary heat exchange unit is a heater or cooler', null=True),
+        ),
+    ]

ghpghx/migrations/0018_ghpghxinputs_wwhp_cooling_pump_fluid_flow_rate_gpm_per_ton_and_more.py

@@ -0,0 +1,82 @@
+# Generated by Django 4.0.7 on 2023-10-02 18:20
+
+import django.contrib.postgres.fields
+import django.core.validators
+from django.db import migrations, models
+import ghpghx.models
+import picklefield.fields
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('ghpghx', '0017_ghpghxinputs_heat_pump_configuration'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='ghpghxinputs',
+            name='wwhp_cooling_pump_fluid_flow_rate_gpm_per_ton',
+            field=models.FloatField(blank=True, default=3.0, help_text='Volumetric flow rate of the fluid in the hydronic chilled water cooling loop per peak ton cooling [GPM/ton]', validators=[django.core.validators.MinValueValidator(0.1), django.core.validators.MaxValueValidator(10.0)]),
+        ),
+        migrations.AddField(
+            model_name='ghpghxinputs',
+            name='wwhp_cooling_pump_min_speed_fraction',
+            field=models.FloatField(blank=True, default=0.1, help_text='The minimum turndown fraction of the WWHP cooling pump. 1.0 is a constant speed pump.', validators=[django.core.validators.MinValueValidator(0.0), django.core.validators.MaxValueValidator(1.0)]),
+        ),
+        migrations.AddField(
+            model_name='ghpghxinputs',
+            name='wwhp_cooling_pump_power_exponent',
+            field=models.FloatField(blank=True, default=2.2, help_text='The WWHP cooling pump power curve exponent', validators=[django.core.validators.MinValueValidator(0.1), django.core.validators.MaxValueValidator(10.0)]),
+        ),
+        migrations.AddField(
+            model_name='ghpghxinputs',
+            name='wwhp_cooling_pump_power_watt_per_gpm',
+            field=models.FloatField(blank=True, default=15.0, help_text='Pumping power required for a given volumetric flow rate of the fluid through the cooling pump [Watt/GPM]', validators=[django.core.validators.MinValueValidator(0.0), django.core.validators.MaxValueValidator(100.0)]),
+        ),
+        migrations.AddField(
+            model_name='ghpghxinputs',
+            name='wwhp_cooling_setpoint_f',
+            field=models.FloatField(blank=True, default=55.0, help_text='Setpoint temperature of the chilled water cooling loop [degF]', validators=[django.core.validators.MinValueValidator(0.0), django.core.validators.MaxValueValidator(100.0)]),
+        ),
+        migrations.AddField(
+            model_name='ghpghxinputs',
+            name='wwhp_cop_map_eft_cooling',
+            field=django.contrib.postgres.fields.ArrayField(base_field=picklefield.fields.PickledObjectField(editable=False), default=ghpghx.models.GHPGHXInputs._get_wwhp_cooling_cop_map, help_text="WWHP cooling heat pump coefficient of performance (COP) map: list of dictionaries, each with the key 'EFT' followed by keys representing temperature setpoints", null=True, size=None),
+        ),
+        migrations.AddField(
+            model_name='ghpghxinputs',
+            name='wwhp_cop_map_eft_heating',
+            field=django.contrib.postgres.fields.ArrayField(base_field=picklefield.fields.PickledObjectField(editable=False), default=ghpghx.models.GHPGHXInputs._get_wwhp_heating_cop_map, help_text="WWHP heating heat pump coefficient of performance (COP) map: list of dictionaries, each with the key 'EFT' followed by keys representing temperature setpoints", null=True, size=None),
+        ),
+        migrations.AddField(
+            model_name='ghpghxinputs',
+            name='wwhp_heating_pump_fluid_flow_rate_gpm_per_ton',
+            field=models.FloatField(blank=True, default=3.0, help_text='Volumetric flow rate of the fluid in the hydronic space heating loop per peak ton heating [GPM/ton]', validators=[django.core.validators.MinValueValidator(0.1), django.core.validators.MaxValueValidator(10.0)]),
+        ),
+        migrations.AddField(
+            model_name='ghpghxinputs',
+            name='wwhp_heating_pump_min_speed_fraction',
+            field=models.FloatField(blank=True, default=0.1, help_text='The minimum turndown fraction of the WWHP heating pump. 1.0 is a constant speed pump.', validators=[django.core.validators.MinValueValidator(0.0), django.core.validators.MaxValueValidator(1.0)]),
+        ),
+        migrations.AddField(
+            model_name='ghpghxinputs',
+            name='wwhp_heating_pump_power_exponent',
+            field=models.FloatField(blank=True, default=2.2, help_text='The WWHP heating pump power curve exponent', validators=[django.core.validators.MinValueValidator(0.1), django.core.validators.MaxValueValidator(10.0)]),
+        ),
+        migrations.AddField(
+            model_name='ghpghxinputs',
+            name='wwhp_heating_pump_power_watt_per_gpm',
+            field=models.FloatField(blank=True, default=15.0, help_text='Pumping power required for a given volumetric flow rate of the fluid through the heating pump [Watt/GPM]', validators=[django.core.validators.MinValueValidator(0.0), django.core.validators.MaxValueValidator(100.0)]),
+        ),
+        migrations.AddField(
+            model_name='ghpghxinputs',
+            name='wwhp_heating_setpoint_f',
+            field=models.FloatField(blank=True, default=140.0, help_text='Setpoint temperature of the space heating hot water loop [degF]', validators=[django.core.validators.MinValueValidator(0.0), django.core.validators.MaxValueValidator(250.0)]),
+        ),
+        migrations.AlterField(
+            model_name='ghpghxinputs',
+            name='heat_pump_configuration',
+            field=models.TextField(blank=True, default='WSHP', help_text='Specifies if the GHP system is centralized (WWHP) or decentralized (WSHP)', null=True),
+        ),
+    ]

ghpghx/models.py

@@ -127,6 +127,28 @@ def _get_cop_map():
         default=_get_cop_map,
         help_text="Heat pump coefficient of performance (COP) map: list of dictionaries, each with 3 keys: 1) EFT, 2) HeatingCOP, 3) CoolingCOP")
 
+    def _get_wwhp_heating_cop_map():
+        hp_cop_filepath = os.path.join('ghpghx', 'tests', 'posts', "wwhp_heating_heatpump_cop_map.csv" )
+        heatpump_copmap_df = pd.read_csv(hp_cop_filepath)
+        heatpump_copmap_list_of_dict = heatpump_copmap_df.to_dict('records')
+        return heatpump_copmap_list_of_dict
+
+    wwhp_cop_map_eft_heating = ArrayField(
+        PickledObjectField(editable=True), null=True,
+        default=_get_wwhp_heating_cop_map,
+        help_text="WWHP heating heat pump coefficient of performance (COP) map: list of dictionaries, each with the key 'EFT' followed by keys representing temperature setpoints")
+
+    def _get_wwhp_cooling_cop_map():
+        hp_cop_filepath = os.path.join('ghpghx', 'tests', 'posts', "wwhp_cooling_heatpump_cop_map.csv" )
+        heatpump_copmap_df = pd.read_csv(hp_cop_filepath)
+        heatpump_copmap_list_of_dict = heatpump_copmap_df.to_dict('records')
+        return heatpump_copmap_list_of_dict
+
+    wwhp_cop_map_eft_cooling = ArrayField(
+        PickledObjectField(editable=True), null=True,
+        default=_get_wwhp_cooling_cop_map,
+        help_text="WWHP cooling heat pump coefficient of performance (COP) map: list of dictionaries, each with the key 'EFT' followed by keys representing temperature setpoints")
+
     """
     TODO define custom clean_cop_map()
     def clean_cop_map(self):
@@ -174,6 +196,7 @@ def clean(self):
     # Hybrid flag
     hybrid_ghx_sizing_method = models.TextField(null=True, blank=True, default="None",
         help_text="Possible values: 'Fractional' (user inputs fraction of full GHX size), 'Automatic' (REopt determines based on the smaller heating or cooling load), 'None' (non-hybrid)")
+    hybrid_auto_ghx_sizing_flag = models.BooleanField(blank=True, null=True, default=False)
     hybrid_sizing_flag = models.FloatField(null=True, blank=True, default=1.0,
         help_text="Possible values: -2 (size for heating), -1.0 (size for cooling), 1.0 (non-hybrid), value between 0-1 (fraction of full GHX size)") 
     hybrid_ghx_sizing_fraction = models.FloatField(null=True, blank=True, default=0.6,
@@ -188,6 +211,41 @@ def clean(self):
         default=0.02, validators=[MinValueValidator(0.001), MaxValueValidator(1.0)],
         help_text="The energy use intensity of the auxiliary cooler [kWe/kWt]")
 
+    # Central plant variables
+    heat_pump_configuration = models.TextField(null=True, blank=True, default="WSHP",
+        help_text="Specifies if the GHP system is centralized (WWHP) or decentralized (WSHP)")    
+    wwhp_cooling_setpoint_f = models.FloatField(blank=True, 
+        default=55.0, validators=[MinValueValidator(0.0), MaxValueValidator(100.0)],
+        help_text="Setpoint temperature of the chilled water cooling loop [degF]")
+    wwhp_heating_setpoint_f = models.FloatField(blank=True, 
+        default=140.0, validators=[MinValueValidator(0.0), MaxValueValidator(250.0)],
+        help_text="Setpoint temperature of the space heating hot water loop [degF]")
+    wwhp_heating_pump_fluid_flow_rate_gpm_per_ton = models.FloatField(blank=True, 
+        default=3.0, validators=[MinValueValidator(0.1), MaxValueValidator(10.0)],
+        help_text="Volumetric flow rate of the fluid in the hydronic space heating loop per peak ton heating [GPM/ton]")
+    wwhp_cooling_pump_fluid_flow_rate_gpm_per_ton = models.FloatField(blank=True, 
+        default=3.0, validators=[MinValueValidator(0.1), MaxValueValidator(10.0)],
+        help_text="Volumetric flow rate of the fluid in the hydronic chilled water cooling loop per peak ton cooling [GPM/ton]")
+    wwhp_heating_pump_power_watt_per_gpm = models.FloatField(blank=True, 
+        default=15.0, validators=[MinValueValidator(0.0), MaxValueValidator(100.0)],
+        help_text="Pumping power required for a given volumetric flow rate of the fluid through the heating pump [Watt/GPM]")
+    wwhp_cooling_pump_power_watt_per_gpm = models.FloatField(blank=True, 
+        default=15.0, validators=[MinValueValidator(0.0), MaxValueValidator(100.0)],
+        help_text="Pumping power required for a given volumetric flow rate of the fluid through the cooling pump [Watt/GPM]")    
+    wwhp_heating_pump_min_speed_fraction = models.FloatField(blank=True, 
+        default=0.1, validators=[MinValueValidator(0.0), MaxValueValidator(1.0)],
+        help_text="The minimum turndown fraction of the WWHP heating pump. 1.0 is a constant speed pump.")
+    wwhp_cooling_pump_min_speed_fraction = models.FloatField(blank=True, 
+        default=0.1, validators=[MinValueValidator(0.0), MaxValueValidator(1.0)],
+        help_text="The minimum turndown fraction of the WWHP cooling pump. 1.0 is a constant speed pump.")
+    wwhp_heating_pump_power_exponent = models.FloatField(blank=True, 
+        default=2.2, validators=[MinValueValidator(0.1), MaxValueValidator(10.0)],
+        help_text="The WWHP heating pump power curve exponent")
+    wwhp_cooling_pump_power_exponent = models.FloatField(blank=True, 
+        default=2.2, validators=[MinValueValidator(0.1), MaxValueValidator(10.0)],
+        help_text="The WWHP cooling pump power curve exponent")
+
+
 class GHPGHXOutputs(models.Model):
     # Outputs/results
 
@@ -266,6 +324,8 @@ class GHPGHXOutputs(models.Model):
         help_text="Hourly GHX leaving fluid temperature (lft), average across simulation years [kW]") 
     ghx_soln_number_of_iterations = models.IntegerField(null=True, blank=True, 
         help_text="The number of iterations taken to get GHX sizing")
+    heat_pump_configuration = models.TextField(null=True, blank=True, 
+        help_text="Specifies if the auxiliary heat exchange unit is a heater or cooler")
 
 class ModelManager(object):
 

ghpghx/resources.py

@@ -161,6 +161,7 @@ def obj_create(self, bundle, **kwargs):
             ghpghxOutputsM = GHPGHXOutputs(ghp_uuid=ghp_uuid, **results)
             ghpghxOutputsM.save()
         except Exception as e:
+            print(e)
             exc_type, exc_value, exc_traceback = sys.exc_info()
             message = "Error saving the results to the database"
             data["status"] = message

ghpghx/tests/posts/test_ghpghx_POST.json

@@ -8,5 +8,6 @@
     "init_sizing_factor_ft_per_peak_ton": 300.0,
     "hybrid_ghx_sizing_method": "None",
     "aux_heater_thermal_efficiency": 0.95,
-    "aux_cooler_energy_use_intensity_kwe_per_kwt": 0.02
+    "aux_cooler_energy_use_intensity_kwe_per_kwt": 0.02,
+    "heat_pump_configuration": "WSHP"
 }

ghpghx/tests/posts/test_hybrid_ghpghx_POST.json

@@ -8,5 +8,6 @@
 	"init_sizing_factor_ft_per_peak_ton": 246.1,  
 	"aux_heater_thermal_efficiency": 0.98,
 	"aux_cooler_energy_use_intensity_kwe_per_kwt": 0.02,
-	"hybrid_ghx_sizing_method": "Automatic"
+	"hybrid_ghx_sizing_method": "Automatic",
+    "heat_pump_configuration": "WSHP"
 }

ghpghx/tests/posts/wwhp_cooling_heatpump_cop_map.csv

@@ -0,0 +1,7 @@
+eft,40,50,60
+50,6.9,8,9.1
+60,6.2,7.2,8.3
+70,5.6,6.5,7.4
+80,4.9,5.8,6.6
+90,4.3,5.1,5.8
+100,3.6,4.4,5

ghpghx/tests/posts/wwhp_heating_heatpump_cop_map.csv

@@ -0,0 +1,7 @@
+eft,120,130,140
+30,2.7,2.3,2.2
+40,3.2,2.8,2.7
+50,3.7,3.2,3.1
+60,4.2,3.7,3.5
+70,4.7,4.1,4
+80,5.2,4.6,4.4