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Coordination Fault Diagnosis Based on RBF

Authors :
Ya Dong Yan
Cai Wen Ma
Zhengzhou Wang
Xu Ruihua
Source :
Applied Mechanics and Materials. 329:278-282
Publication Year :
2013
Publisher :
Trans Tech Publications, Ltd., 2013.

Abstract

In large-scale complex system, The establishment of a fast, accurate fault diagnosis system is more difficult because there exist many uncertain elements between the fault cause and the fault sign .A fault diagnosis system is established based on RBF cloud neural network ,the RBR (rule-based reasoning) and the CBR (case-based reasoning).The fault diagnosis system not only has the advantages of self-learning, high accuracy, randomness, fuzziness, etc ,and has the advantages of independently of mathematical model ,rich knowledge representation, mighty problem solving ability, etc. Theoretical analysis and simulation results show that the system is feasible and effective for fast and accurate fault positioning of complex systems.

Details

ISSN :
16627482
Volume :
329
Database :
OpenAIRE
Journal :
Applied Mechanics and Materials
Accession number :
edsair.doi...........a6dfc4fc0db4a097df6e70fb487fada2
Full Text :
https://doi.org/10.4028/www.scientific.net/amm.329.278