电网专用图计算算法验证数据集

该数据集是用于潮流计算专用图计算算法测试的电网拓扑数据，包含ACTIVSg25k、ACTIVSg70k两个算例。ACTIVSg25k和ACTIVSg70k是美国能源部资助开发的公开高保真输电系统测试算例，均基于真实电网数据匿名化处理生成。其中，ACTIVSg25k是一个包含25,000个节点的系统，主要模拟了美国德克萨斯州（ERCOT）电网的结构，适用于配电网分析、可再生能源整合及相关算法研究；而ACTIVSg70k规模更大，包含约70,000个节点，代表了美国东部互联电网（Eastern Interconnection）的一部分，适用于大规模输电系统分析、广域监控和高压电网研究。算例采用pandapower导出的xls文件进行描述，包含多个工作表，详见对应的潮流计算算例原始数据文件说明文件。This dataset is power grid topology data dedicated to testing graph computing algorithms for power flow calculation, including two test cases: ACTIVSg25k and ACTIVSg70k. ACTIVSg25k and ACTIVSg70k are open high-fidelity transmission system test cases funded and developed by the U.S. Department of Energy, both generated via anonymization of real power grid data. Specifically, ACTIVSg25k is a system with 25,000 nodes, which mainly simulates the structure of the Texas (ERCOT) power grid, and is applicable to distribution network analysis, renewable energy integration and related algorithm research. In contrast, ACTIVSg70k has a larger scale, containing approximately 70,000 nodes, representing a portion of the U.S. Eastern Interconnection, and is suitable for large-scale transmission system analysis, wide-area monitoring and high-voltage power grid research. The test cases are described in XLS files exported via pandapower, which include multiple worksheets. For detailed information, please refer to the accompanying documentation for the original power flow calculation test case data.

搜集汇总

背景与挑战

背景概述

该数据集是用于测试电网潮流计算专用图计算算法的验证数据集，包含ACTIVSg25k和ACTIVSg70k两个基于真实电网数据匿名化生成的拓扑算例，分别模拟美国德克萨斯州电网和美国东部互联电网部分，适用于配电网和大规模输电系统分析。数据以xlsx和docx格式提供，总大小为15.85MB，由清华大学发布，属于国家重点研发计划项目成果。