感应电动机在线故障诊断研究进展

Proceedings IPEMC 2000. Third International Power Electronics and Motion Control Conference (IEEE Cat. No.00EX435) Pub Date : 2000-08-15 DOI:10.1109/IPEMC.2000.883050

Zhongming Ye, Wu Bin

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引用次数: 140

摘要

介绍了感应电动机的故障，包括机械故障和绝缘故障。总结了机械故障的静态电流特征。介绍了各种适用于感应电机故障诊断的特征提取方法。综述了人工智能的应用，包括人工神经网络、模糊逻辑和专家系统。综述了近年来在变频感应电机驱动系统诊断方面的研究进展。

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A review on induction motor online fault diagnosis

Induction motor faults including mechanical and insulation faults are reviewed. The static current signatures of mechanical faults are summarized. The various applicable feature extraction methods for induction motor fault diagnosis are introduced. Application of artificial intelligence, including artificial neural networks, fuzzy logic and expert systems are reviewed. Recent achievements on the diagnosis of inverter-fed induction motor drive systems are reviewed.

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Proceedings IPEMC 2000. Third International Power Electronics and Motion Control Conference (IEEE Cat. No.00EX435)

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