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

CORC > 沈阳自动化研究所 > 中国科学院沈阳自动化研究所 > 工业信息学研究室 > 工业控制系统研究室

	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)
	2008
会议名称	4th International Conference on Natural Computation (ICNC 2008)
会议日期	October 18-20, 2008
会议地点	Jian, China
页码	140-146
中文摘要	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.
收录类别	EI ; CPCI（ISTP）
产权排序	1
会议主办者	Int Nat Computat & Knowledge Discovery Assoc, Shandong Univ
会议录	ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 4, PROCEEDINGS
会议录出版者	IEEE COMPUTER SOC
会议录出版地	LOS ALAMITOS
语种	英语
ISBN号	978-0-7695-3304-9
WOS记录号	WOS:000264555400029
内容类型	会议论文
源URL	[http://ir.sia.cn/handle/173321/8085]
专题	沈阳自动化研究所_工业信息学研究室_工业控制系统研究室
推荐引用方式 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]. 见:4th International Conference on Natural Computation (ICNC 2008). Jian, China. October 18-20, 2008.