Fault diagnosis for the feedwater heater system of a 300MW coal-fired power generating unit based on RBF neural network

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3930 LNAI, Issue , 2006, Pages 832-841

  Ma, Liangyu ^a   Ma, Yongguang ^a   Ma, Jin ^a  

^a NORTH CHINA ELECTRIC POWER UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COAL; ELECTRIC POWER GENERATION; FOSSIL FUEL POWER PLANTS; FUZZY SETS; KNOWLEDGE ACQUISITION; RADIAL BASIS FUNCTION NETWORKS;

COAL-FIRED POWER GENERATING UNIT; FAULT DIAGNOSIS; FAULT SYMPTOMS; HIGH-PRESSURE HEATER SYSTEM;

FEEDWATER HEATERS;

EID: 33745799272     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11739685_87     Document Type: Conference Paper

References (5)

1. James A, Leonard, Mark A. Kramer. "Radial basis function networks for classifying process fault", IEEE control systems, April, (1991) 31-37
2. K.G. Narendra, V.K. Sood, K. Khorasani, R. Patel. "Application of a radial basis function(RBF) neural network for fault diagnosis in a HVDC system", IEEE Trans. on power systems. Vol 13, No. 1, Feb. (1998) 177-183
3. Chen S. Cowan C F N,Grant P M. "Orthogonal least squares learning algorithm for radial basis function network", IEEE trans. on neural networks. Vol 2, No. 2, (1991) 302-309
4. Ma Liangyu, Gao Jianqiang, Ma Yongguang. "Fault intelligent diagnosis for high-pressure feed-water heater system of a 300MW coal-fired power unit based on improved BP neural network", 2002 IEEE/PES international conference on power system technology proceedings, Kunming, Vol.3, (2002) 1535-1539
5. Ma Liangyu,Wang Bingshu,Gao Jianqiang. " A new intelligent approach to diagnose the slight and incipient fault during the production process",Proceedings of the CSEE,Vol 22, No.6, Jun. (2002) 115-118