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PGLearn -- An Open-Source Learning Toolkit for Optimal Power Flow

  • Machine Learning (ML) techniques are gaining attention for Optimal Power Flow (OPF) problems due to the increasing complexity of energy production in modern grids.
  • The lack of standardized datasets and evaluation metrics has hindered progress in ML for OPF.
  • To address this challenge, PGLearn has been introduced as a suite of standardized datasets and evaluation tools for ML and OPF.
  • PGLearn provides realistic datasets, supports multiple OPF formulations, and aims to democratize access to the field by offering publicly available datasets.

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