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Fault Monitoring and Diagnosis of Induction Machines Based on Harmonic Wavelet Transform and Wavelet neural Network
Guo QJ(郭前进); Li XL(李晓利); Yu HB(于海斌); Che XZ(车香芝); Hu W(胡为); Hu JT(胡静涛)
Department工业控制系统研究室
Conference Name4th International Conference on Natural Computation (ICNC 2008)
Conference DateOctober 18-20, 2008
Conference PlaceJian, China
Author of SourceInt Nat Computat & Knowledge Discovery Assoc, Shandong Univ
Source PublicationICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 4, PROCEEDINGS
PublisherIEEE COMPUTER SOC
Publication PlaceLOS ALAMITOS
2008
Pages140-146
Indexed ByEI ; CPCI(ISTP)
EI Accession number20085111800502
WOS IDWOS:000264555400029
Contribution Rank1
ISBN978-0-7695-3304-9
Abstract

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.

Language英语
Citation statistics
Cited Times:3[WOS]   [WOS Record]     [Related Records in WOS]
Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/8085
Collection工业信息学研究室_工业控制系统研究室
Corresponding AuthorGuo QJ(郭前进)
Affiliation1.Shenyang Institute of Automation, Chinese Academy of Sciences, Liaoning 110016, China
2.Department of Resource Engineering, University of Science and Technology Beijing, Beijing 100083, China
Recommended Citation
GB/T 7714
Guo QJ,Li XL,Yu HB,et al. Fault Monitoring and Diagnosis of Induction Machines Based on Harmonic Wavelet Transform and Wavelet neural Network[C]//Int Nat Computat & Knowledge Discovery Assoc, Shandong Univ. LOS ALAMITOS:IEEE COMPUTER SOC,2008:140-146.
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