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ESOM Disaggregation with ML

This repository contains the supplementary material to replicate the results in the preprint Disaggregation of Energy System Optimization Models Using Machine Learning for Identification of Active Constraints (10.1016/j.segan.2025.101772)

  • Appendix: Supplementary material with detailed model formulation, additional machine learning results and parallelization setup

  • classifier.py: contains the code to replicate the training and validation of the machine learning algorithms

  • template.py, transport.py: contains the Pyomo models used to test the dissaggregation process. The input data can be found in 10.3217/kf8wx-x7218

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Repository to store code and supplementary material for the research paper on ML assisted ESOM disaggregation

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