EPA-simmodel

This file contains the structure of this repository and some general instructions for performing the analysis. This folder is cloned from the repository epa1361_open created for Model Based Decision Making (EPA 1361). Some additional folders are added in the repository by group 20.

Instructions for evaluator

• Kindly refer the notebooks directory to check the notebooks used for analysis at a glance
• Jupyter notebooks in .ipynb format are present in the root directore (FINAL ASSIGNMENT)
• The summary of analysis and methodology followed is present in the presentations directory
• All the assumptions and reasoning behind the analytical chooices are documented in EPA1361_Report_Group_20.pdf in the Report folder
• All the files can also be directly downloaded from the final_assignment_grooup_20.zip folder

Following is the structure of the repository

FINAL ASSIGNMENT

(This directory contains the zip folder and all the python scripts and notebooks to be run for analysis and running the model)

analysis_figures

(This directory contains all the figures generated during the analysis. All the figures are stored in respective directories.)

• directed search
  
• general
  
• mordm
  
• open_exoloration
  
• salib_lever
  
• salib_uncertainities
  

data

(This is a predefined directory conaining important data for the functioning of the model.)

data_processed

(All the data generated during the analysis is stored in this directory.
Files generated during the analysis are stored in respective sub-directory indicating different stages of the analysis.)

• mordm
  
• open_exploration
  
• sensitivity_analysis
  

notebooks

(This directory stores all the notebooks used for the analysis in the .html format for quick overview and evaluation.)

• 1. group_20_problem_formulations.html
  (This notebook contains the problem formulation used for the analysis)
  
• 2. group_20_open_exploration.html
  (This notebook contains the open exploration and no_policy runs performed for understanding the model)
  
• 3. group_20_sensitivity_analysis.html
  (This notebook contains sensitivity analysis for idnetifying the key uncertainities and policy levers)
  
• 4. group_20_directed_search.html
  (This notebook contains directed search for sampling optimized policies with a reference scenario)
  
• 5. group_20_mordm.html
  (This notebook contains robustness analysis for candidate solution and evaluates its performance under uncertainity)
  

presentations

(This directory contains the presentation about model and a summary of the results and analysis performed by group_20)

Contributors (Group 20)

• Anmol Soni (5290228)
• Elie Azeufack (5231000)
• Lekha Nambiar (5200512)
• Marco Peretto (5366240)
• Roel Degens (5432529)
• Ziad Matar (4670981)