Publication | Open Access
The Power Grid Library for Benchmarking AC Optimal Power Flow Algorithms
209
Citations
54
References
2019
Year
Mathematical ProgrammingPower EngineeringEngineeringPower Grid OperationEnergy EfficiencyPglib-opf NetworksPower Grid LibraryAc-opf Problem FormulationSystems EngineeringPower SystemsPower System AnalysisComputer EngineeringPower System OptimizationComputer SciencePower NetworkSmart GridEnergy ManagementPglib-opf Benchmark LibraryGrid Optimization
In recent years, the power systems research community has seen an explosion of novel methods for formulating the AC power flow equations. Consequently, benchmarking studies using the seminal AC Optimal Power Flow (AC-OPF) problem have emerged as the primary method for evaluating these emerging methods. However, it is often difficult to directly compare these studies due to subtle differences in the AC-OPF problem formulation as well as the network, generation, and loading data that are used for evaluation. To help address these challenges, this IEEE PES Task Force report proposes a standardized AC-OPF mathematical formulation and the PGLib-OPF networks for benchmarking AC-OPF algorithms. A motivating study demonstrates some limitations of the established network datasets in the context of benchmarking AC-OPF algorithms and a validation study demonstrates the efficacy of using the PGLib-OPF networks for this purpose. In the interest of scientific discourse and future additions, the PGLib-OPF benchmark library is open-access and all the of network data is provided under a creative commons license.
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