PGLearn provides a large open-source dataset collection and toolkit with AC, DC, and SOC-OPF primal and dual solutions, time-series data for large grids, and benchmarking tools for ML-based OPF methods.
Review of machine learning techniques for optimal power flow
1 Pith paper cite this work, alongside 9 external citations. Polarity classification is still indexing.
1
Pith paper citing it
9
external citations · OpenAlex
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
PGLearn -- An Open-Source Learning Toolkit for Optimal Power Flow
PGLearn provides a large open-source dataset collection and toolkit with AC, DC, and SOC-OPF primal and dual solutions, time-series data for large grids, and benchmarking tools for ML-based OPF methods.