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PGLearn/PGLearn-Small-89_pegase-nminus1

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Hugging Face2025-05-17 更新2025-11-01 收录
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资源简介:
PGLearn最优功率流数据集(89_pegase, N-1)包含了电力系统中的有功和无功功率流数据,以及优化过程中涉及的发电机和支路状态信息。数据集分为三种优化模型:交流最优功率流(ACOPF)、直流最优功率流(DCOPF)和交流潮流约束最优功率流(SOCOPF)。每种模型都包含原始和双重优化变量,以及模型的构建、提取和求解时间等元数据信息。数据集适用于表格回归任务,并提供训练集和测试集。

The PGLearn Optimal Power Flow dataset (89_pegase, N-1) includes active and reactive power flow data in the power system, as well as generator and branch status information involved in the optimization process. The dataset is divided into three optimization models: Alternating Current Optimal Power Flow (ACOPF), Direct Current Optimal Power Flow (DCOPF), and AC Power Flow Constrained Optimal Power Flow (SOCOPF). Each model contains both primal and dual optimization variables, as well as metadata such as the build, extraction, and solution times for the model. The dataset is suitable for tabular regression tasks and provides a training set and a test set.
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