变压器振动频谱-油色谱多源融合故障诊断与健康评估数据集

该数据集为变压器振动频谱-油色谱多源融合故障诊断与健康评估数据，根据一定的算
法规则设计成上述数据结构表头，其次对内容根据表头信息输入相对应的数据，再根据
相应的算法得出结果。

This dataset is a multi-source fused fault diagnosis and health assessment dataset for transformers based on vibration spectrum and oil chromatography. Its data structure headers are designed according to specific algorithmic rules. Corresponding data entries are then filled in accordance with the header information, and final results are obtained through corresponding algorithms.

搜集汇总

背景与挑战

背景概述

该数据集专注于变压器故障诊断与健康评估，通过融合振动频谱和油色谱等多源数据，提供31条记录，涵盖运行参数、振动特征、气体含量及健康指标。它支持智能诊断机械和电气故障，并基于算法模型进行健康状态分级和剩余寿命预测，适用于变压器状态监测、预警和运维优化等工业场景。