Fault detection of systems with redundant sensors using constrained Kohonen networks

Automatica

Volumn 37, Issue 10, 2001, Pages 1671-1676

  Chan, C W ^a   Jin, Hong ^b   Cheung, K C ^a   Zhang, H Y ^b  

^a UNIVERSITY OF HONG KONG   (Hong Kong)

^b BEIHANG UNIVERSITY   (China)

Author keywords

Fault detection and isolation; Kohonen network; Redundant sensor system; Self organizing map

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; ERROR ANALYSIS; SELF ORGANIZING MAPS; SENSORS;

REDUNDANT SENSORS;

PATTERN RECOGNITION;

EID: 0035480342     PISSN: 00051098     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0005-1098(01)00126-1     Document Type: Article

References (11)

1. B-spline network integrated qualitative and quantitative fault detection
2. State Estimation with measurement error compensation using neural networks
3. Fault classification in power systems using artificial neural networks
4. 3D object classification using multi-object Kohonen networks
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6. In-flight parity vector compensation for FDI
7. Configuration of redundant sensor system and its fault detection using parity vector method
8. Optimal parity vector sensitive to designated fault
9. Convergence properties of Kohonen topology conserving maps: Fluctuations, stability and dimension selection