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Coordination Fault Diagnosis Based on RBF
- 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.
- Subjects :
- Engineering
Knowledge representation and reasoning
Artificial neural network
business.industry
Complex system
Cloud computing
Hardware_PERFORMANCEANDRELIABILITY
General Medicine
Fault (power engineering)
computer.software_genre
Artificial intelligence
Data mining
business
computer
Randomness
Sign (mathematics)
Subjects
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