Fault Monitoring and Diagnosis of Induction Machines Based on Harmonic Wavelet Transform and Wavelet Neural Network

机译：基于谐波小波变换和小波神经网络的异步电机故障监测与诊断

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The fault symptoms of stator winding inter-turn short circuit and rotor bar breakage are analyzed completely in this paper. And a new method for fault diagnosis of broken rotor bar and inter-turn short-circuits in induction machines is presented. The method is based on the analysis of the motor current signature analysis of induction machines using Zoom FFT spectrum analysis, generalized harmonic wavelet transform filter and hybrid particle swarm optimization (HPSO) based wavelet neural network. As an on-line current monitoring and non-invasive detection scheme, the presented method yields a high degree of accuracy in fault identification as evidenced by the given experimental results, which demonstrate that the detection scheme is valid and feasible.

机译：本文完全分析定子绕组绕组短路和转子杆断裂的故障症状。提出了一种新的损坏转子杆的故障诊断方法以及感应机器中的匝间短路。该方法基于使用变焦FFT频谱分析，广义谐波小波变换滤波器和混合粒子群优化（HPSO）小波神经网络的电动机电流签名分析的分析。作为在线电流监测和非侵入性检测方案，所提出的方法在故障识别中产生高精度，如给定的实验结果所证明，这表明检测方案有效和可行。

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来源
《Natural Computation (ICNC), 2008 Fourth International Conference on》||P.140-146|共7页
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Guo Qianjin; Li Xiaoli; Yu Haibin; Che Xiangzhi; Hu Wei; Hu Jingtao;
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中图分类工业技术;
关键词
Fault Diagnosis; Harmonic Wavelet Transform; Induction Machines; Wavelet neural Network;

机译：故障诊断;谐波小波变换;感应电机;小波神经网络;

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1. A new transform discrete wavelet technique based on artificial neural network for induction motor broken rotor bar faults diagnosis [J] . Defdaf Mabrouk, Berrabah Fouad, Chebabhi Ali, European transactions on electrical power engineering . 2021,第4期

机译：一种基于人工神经网络的新型变换离散小波技术，用于感应电动机破损转子栏断层诊断
2. Diagnosis of broken rotor bars in induction motors based on harmonic analysis of fault components using modified adaptive notch filter and discrete wavelet transform [J] . Seyed Abbas Taher, Majid Malekpour, Mohammad Farshadnia Simulation modelling practice and theory: International journal of the Federation of European Simulation Societies . 2014,第Null期

机译：基于故障分量谐波分析的自适应陷波滤波器和离散小波变换诊断感应电动机转子断条。
3. Experimental diagnosis of broken rotor bars fault in induction machine based on Hilbert and discrete wavelet transforms [J] . Talhaoui Hicham, Menacer Arezki, Kessal Abdelhalim, The International Journal of Advanced Manufacturing Technology . 2018,第1a4期

机译：基于希尔伯特和离散小波变换的进料机破损转子杆断层的实验诊断
4. Fault Monitoring and Diagnosis of Induction Machines Based on Harmonic Wavelet Transform and Wavelet Neural Network [C] . International Conference on Advanced Technologies for Communications . 2008

机译：基于谐波小波变换和小波神经网络的感应机器故障监测与诊断
5. Neural network based wheel bearing fault detection and diagnosis using wavelets. [D] . Xu, Peng. 2002

机译：基于神经网络的小波轴承故障检测与诊断。
6. A Novel End-To-End Fault Diagnosis Approach for Rolling Bearings by Integrating Wavelet Packet Transform into Convolutional Neural Network Structures [O] . Shoucong Xiong, Hongdi Zhou, Shuai He, 2020

机译：通过将小波包变换集成到卷积神经网络结构中的滚动轴承新的端到端故障诊断方法
7. Fault Detection and Diagnosis of Induction Machines based on Wavelet and Probabilistic Neural Network [O] . Pu Shi, Zheng Chen, Yuriy Vagapov 2014

机译：基于小波和概率神经网络的感应电机故障检测与诊断

Fault Monitoring and Diagnosis of Induction Machines Based on Harmonic Wavelet Transform and Wavelet Neural Network

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