EMT simulation dataset for machine learning-based analysis of GIC effects on generators

This dataset includes 600 EMT simulation scenarios generated in MATLAB/Simulink to analyze the impact of geomagnetically induced currents (GICs) on synchronous generators. It contains five input parameters (VDC, RG, PL, pf, kline) and five output variables (I2eq, THDI, Vt, PG, QG). The dataset is intended for machine learning-based surrogate modeling and power system analysis.本数据集包含600个在MATLAB/Simulink中生成的电磁暂态（Electromagnetic Transient, EMT）仿真场景，用于分析地磁感应电流（Geomagnetically Induced Currents, GICs）对同步发电机的影响。该数据集包含5项输入参数（VDC、RG、PL、pf、kline）与5项输出变量（I2eq、THDI、Vt、PG、QG），旨在用于基于机器学习的替代建模及电力系统分析。