Analyze and fault diagnosis by multi-scale PCA

2008 3rd International Conference on Information and Communication Technologies: From Theory to Applications, ICTTA

Volumn , Issue , 2008, Pages

  Lachouri, A ^a   Baiche, K ^b   Djeghader, R ^a   Doghmane, N ^c   Oulitati, S ^a  

^a UNIVERSITY OF SKIKDA   (Algeria)

^b UNIVERSITY OF BOUMERDES   (Algeria)

^c BADJI MOKHTAR UNIVERSITY   (Algeria)

Author keywords

Analyze; Bearing; Detection; Estimation; Fault diagnosis; Maintenance; MSPCA; Multi scale; PCA; Rotating machinery; Vibration; Wavelet

Indexed keywords

ANALYZE; BEARING; COMPLEX INDUSTRIAL PROCESSES; DETECTION; ECONOMIC STATE; ESTIMATION; FAULT DIAGNOSIS; FAULT DIAGNOSIS SYSTEMS; INFORMATION AND COMMUNICATION TECHNOLOGIES; INTERNATIONAL CONFERENCES; MSPCA; MULTI SCALING; MULTI-SCALE; MULTI-SCALE PRINCIPAL COMPONENT ANALYSIS; PCA; VIBRATION; WAVELET;

CHLORINE COMPOUNDS; COMMUNICATION; FINANCIAL DATA PROCESSING; MAINTENANCE; PREVENTIVE MAINTENANCE; PRINCIPAL COMPONENT ANALYSIS; ROTATING MACHINERY; ROTATION; TECHNOLOGY;

ELECTRIC FAULT CURRENTS;

EID: 49149120022     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICTTA.2008.4530069     Document Type: Conference Paper

References (6)

1. L. Eren and Michael J. Devaney, "Bearing Damage Detection via Wavelet Packet Decomposition of the Stator Current", IEEE Trans on instrumentation and measurement, vol. 53, No, 2, April 2004.
2. th wseas international .2006.
3. M. F. Harkat. "Faults detection and localisation by Principal Component analysis". Doctorat thesis, automatic researsh center of Nancy- UMR-CNRS 7039. 30 juin 2003.
4. Manish Misra, H. Henry Yue, S. Joe Qin, Cheng Ling "Multivariate Process monitoring and fault Diagnosis by multi-scale PCA". Computers and Chemical Engineering 26 (2002) 1281-1293 25 march 2002.
5. MAO.YE.YUE WU and ZHANG YI, (2002) Global convergence analysis of a PCA learning algorithm, IEEE, Trans. Power. Electronics.
6. X. LI, SH.DONG, Z.YUAN, (1999), "Discret wavelet transform for tool breakage monitoring", international journal of machine tools manufacture, 99-1955-1944.