Bosh Project - Team og D3A

Team members: Christian Berchtold, Nathan Margni, Oliver Tryding

Overview

A manufacturing plant experiences a sudden decline in product quality, resulting in increased scrap rates. Factory workers request an analysis to identify the root causes of this change. Two datasets are provided: one containing measurements of 2500 parts taken before the quality decline, and another taken after the decline.

Objectives

• A methodology to determine a graph containing the causal relationships between the physical quantities measured at the stations
• A way to detect the root causes of the observed change in Station5_mp_85 and rank them according to their influence
• A visualization of the graph, the detected root causes and their influence

Structure

• src/: Source code for the project.
• docs/: Documents and the final report (PDF).
• misc/: Miscellaneous files.
• dataset/: Data folder

Solution found (video link to loom)

https://www.loom.com/share/2d51337bf0a64bcab2ff7759fe9bcb00sid=a23df8d7-90b5-45aa-a68d-8217274b885d

License

This project is licensed under the MIT License - see the LICENSE.md file for details.