Transients and Faults in Transformer and Phase Angle Regulators

The dataset contains internal faults in power transformer and phase angle regulators (PAR) in a 5-bus interconnected system. It also has 6 other power system transients which include magnetising inrush, sympathetic inrush, external faults with CT saturation, capacitor switching, non-linear load switching, and ferroresonance. There are 88128 internal fault files and 12780 files of other transient disturbances. The faults and transients are simulated in PSCAD/EMTDC and the output files are in text format.本数据集涵盖5母线互联电力系统中电力变压器与移相器（Phase Angle Regulator，PAR）的内部故障样本。此外，数据集还包含6类其他电力系统暂态现象，具体包括励磁涌流、伴生涌流、伴随电流互感器（Current Transformer，CT）饱和的外部故障、电容器投切、非线性负荷投切以及铁磁谐振。本数据集包含88128份内部故障样本文件与12780份其他暂态扰动样本文件。所有故障与暂态过程均通过PSCAD/EMTDC仿真生成，输出文件格式为纯文本。

搜集汇总

背景与挑战

背景概述

该数据集专注于电力变压器和相角调节器（PAR）的瞬态和故障分析，包含在5总线互联系统中模拟的内部故障及其他6种电力系统瞬态现象（如磁化涌流、电容切换等）。数据通过PSCAD/EMTDC仿真生成，以文本格式提供，总计100,908个文件，适用于机器学习在电力和能源领域的应用研究。