OPFLearnData: Dataset for Learning AC Optimal Power Flow

Description

The datasets are resulting from OPFLearn.jl, a Julia package for creating AC OPF datasets. The package was developed to provide researchers with a standardized way to efficiently create AC OPF datasets that are representative of more of the AC OPF feasible load space compared to typical dataset creation methods. The OPFLearn dataset creation method uses a relaxed AC OPF formulation to reduce the volume of the unclassified input space throughout the dataset creation process. The dataset contains load profiles and their respective optimal primal and dual solutions. Load samples are processed using AC OPF formulations from PowerModels.jl. More information on the dataset creation method can be found in our publication, "OPF-Learn: An Open-Source Framework for Creating Representative AC Optimal Power Flow Datasets" and in the package website: https://github.com/NREL/OPFLearn.jl.

Resources

Name Format Description Link
Infeasible samples for "PGLIB-Case 118 IEEE". Binary Infeasible samples for "PGLIB-Case 118 IEEE". Open resource
Infeasible samples for "PGLIB-Case 14 IEEE" Binary Infeasible samples for "PGLIB-Case 14 IEEE" Open resource
Infeasible samples for "PGLIB-Case 30 IEEE". Binary Infeasible samples for "PGLIB-Case 30 IEEE". Open resource
Infeasible samples for "PGLIB-Case 57 IEEE". Binary Infeasible samples for "PGLIB-Case 57 IEEE". Open resource
Infeasible samples for "PGLIB-Case 5 PJM". Binary Infeasible samples for "PGLIB-Case 5 PJM". Open resource
Datasets for five networks including 10k samples for each. Binary Datasets for five networks including 10k samples for each. Open resource
Samples for "PGLIB-Case 118 IEEE" Binary Samples for "PGLIB-Case 118 IEEE" Open resource
Samples for "PGLIB-Case 14 IEEE". Binary Samples for "PGLIB-Case 14 IEEE". Open resource
Samples for "PGLIB-Case 30 IEEE". Binary Samples for "PGLIB-Case 30 IEEE". Open resource
Samples for "PGLIB-Case 57 IEEE". Binary Samples for "PGLIB-Case 57 IEEE". Open resource
Samples for "PGLIB-Case 5 PJM". Binary Samples for "PGLIB-Case 5 PJM". Open resource
README.txt Text README.txt Open resource

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