DocumentCode
3362844
Title
Implement fault diagnosis high speed reasoning expert system with FPGA
Author
Xue, Jingyan ; Sun, Laijun ; Liu, Mingliang ; Qiao, Changming ; Qian, Haibo
Author_Institution
HLJ Province Key Lab. of Senior-Educ. for Electron. Eng., Heilongjiang Univ., Harbin, China
fYear
2009
fDate
9-12 Aug. 2009
Firstpage
752
Lastpage
756
Abstract
This paper introduces a new method to design expert system reasoning with FPGA for fault diagnosis. Firstly, detailed analysis the reasoning process of normal expert system; Secondly, the experiences and knowledge of experts are transformed to multi-valued or binary reasoning with fault tree, and the processes are realized with simple gate circuits; Lastly, the new scheme is used in fault diagnosis for HV circuit breakers instead of primary reasoning with software. The experiment indicates that the reasoning speed using this scheme is faster than traditional reasoning modes, and it can be applicable to many expert systems based on single-chip controller or DSP (Digital Signal Processor).
Keywords
circuit breakers; digital signal processing chips; expert systems; fault diagnosis; fault trees; field programmable gate arrays; inference mechanisms; power engineering computing; DSP; FPGA; HV circuit breakers; binary reasoning; digital signal processor; fault diagnosis high speed reasoning expert system; fault tree; gate circuits; multivalued reasoning; single-chip controller; Circuit breakers; Control systems; Design methodology; Diagnostic expert systems; Digital control; Digital signal processing; Digital signal processors; Fault diagnosis; Fault trees; Field programmable gate arrays; FPGA; HV circuit breaker; expert system; fault diagnosis;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Automation, 2009. ICMA 2009. International Conference on
Conference_Location
Changchun
Print_ISBN
978-1-4244-2692-8
Electronic_ISBN
978-1-4244-2693-5
Type
conf
DOI
10.1109/ICMA.2009.5246194
Filename
5246194
Link To Document