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Study of anti-radiation sensor technology for fault diagnosis system of nuclear facilities

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成果类型:
期刊论文、会议论文
作者:
Yuan, Fengwei*;Deng, Qian;Wang, Yuling
通讯作者:
Yuan, Fengwei
作者机构:
[Deng, Qian; Wang, Yuling; Yuan, Fengwei] Univ South China, Coll Mech Engn, Hengyang 421001, Hunan, Peoples R China.
通讯机构:
[Yuan, Fengwei] U
Univ South China, Coll Mech Engn, Hengyang 421001, Hunan, Peoples R China.
语种:
英文
关键词:
Fault diagnosis;Hidden markov model (HMM);Nuclear facilities
期刊:
Advanced Materials Research
ISSN:
1022-6680
年:
2014
卷:
889-890
页码:
813-816
会议名称:
4th International Conference on Advances in Materials and Manufacturing (ICAMMP 2013)
会议论文集名称:
Advanced Materials Research
会议时间:
DEC 18-19, 2013
会议地点:
Kunming, PEOPLES R CHINA
会议主办单位:
[Yuan, Fengwei;Deng, Qian;Wang, Yuling] Univ South China, Coll Mech Engn, Hengyang 421001, Hunan, Peoples R China.
会议赞助商:
Univ Wollongong, NE Univ, Univ Sci & Technol Beijing, Hong Kong Ind Res Inst
主编:
Jiang, Z Liu, X Han, J
出版地:
KREUZSTRASSE 10, 8635 DURNTEN-ZURICH, SWITZERLAND
出版者:
TRANS TECH PUBLICATIONS LTD
ISBN:
978-3-03835-015-6
机构署名:
本校为第一且通讯机构
院系归属:
机械工程学院
摘要:
Due to the complex structure of nuclear facilities in a high irradiation environment, people were hard to approach it, In view of these situation a fault diagnosis method based on HMM(Hidden Markov Model) of capturing the audio signal while facilities were operating was proposed. With the strong modeling ability, HMM could be applied to analyzing such as audio signal non-stationary time signal. By using this method, the original mechanical structures of nuclear facilities were not destroyed. The preposed sensors were needed as few as possible by the whole diagnosis system and which had a simpl...

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