Source identification of turbine vibration based on independent component analysis with virtual signal channels

2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009

Volumn , Issue , 2009, Pages 3891-3894

  Yan, Keguo ^a   Liu, Yibing ^a   Xu, Hong ^a   Wang, Qi ^a   Li, Hu ^a  

^a NORTH CHINA ELECTRIC POWER UNIVERSITY   (China)

Author keywords

Blind source separation; ICA; Turbine vibration; Virtual channels

Indexed keywords

ICA; INDEPENDENT COMPONENTS; INPUT SIGNAL; MULTI-CHANNEL; PRIOR INFORMATION; SOURCE IDENTIFICATION; VIBRATION SIGNAL; VIRTUAL CHANNELS; VIRTUAL SIGNALS;

APARTMENT HOUSES; COMMUNICATION CHANNELS (INFORMATION THEORY); ENGINES; HEMODYNAMICS; INDEPENDENT COMPONENT ANALYSIS; INDUSTRIAL ELECTRONICS; MARINE ENGINES; MULTIVARIANT ANALYSIS; SEPARATION; SIGNAL ANALYSIS; STEAM TURBINES; VIBRATION ANALYSIS;

BLIND SOURCE SEPARATION;

EID: 70349327844     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIEA.2009.5138936     Document Type: Conference Paper

References (8)

1. Pierre Comon, Independent component analysis, A new conception, signal processing 1994, 36: 287-314.
2. C. Juten, A. Herault. Blind separation of sources, Parti: An adaptive algorithm based on neuromimetic architecture, signal processing 1991, 24: 1-10.
3. Alexander Ypma, Amir Leshem, Robert P. W. Duin. Blinds separation of rotating machine sources: Bilinear forms and convolutive mixtures. Neurocomputing-Special Issue on ICA/BSS, 2002
4. Howard Hua Yang, Shu-ichi Amari, Adaptive Online Learning Algorithms for blind separation: Maximum Entropy and Minimum Mutual Information, Laboratory for Information Representation.
5. J.F. Cardoso, A. Souloumiac, Blind beamforming for non-Gaussian signals, IEE Proceedings-F. Vol. 140, No. 6, DECEMBER 1993.
6. Bell and T. Sejnowski. An information maximization approach to blind separation and blind deconvolution. Neural Computation, 7: 1129-1159, 1995.
7. Howard Hua Yang, Shu-ichi Amari, Information-theoretic approach to blind separation of sources in non-linear mixture, signal processing, 1998, 64: 291-300.
8. Aapo Hyva, rinen, Erkki Oja. A fast fixed-point algorithm for independent component analysis. Laboratory of Computer and Information Science, Helsinki University of Technology. Rakentajanaukio 2C, 02150 Espoo, Finland.