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A remaining useful life prediction method for T/R module based on index similarity

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成果类型:
期刊论文、会议论文
作者:
Hou, Xiaodong*;Yang, Jiangping;Deng, Bin;Chang, Chunhe;Zhang, Yu;...
通讯作者:
Hou, Xiaodong
作者机构:
[Yang, Jiangping; Chang, Chunhe; Deng, Bin; Hou, Xiaodong] Air Force Early Warning Acad, Wuhan, Hubei, Peoples R China.
[Zhang, Yu] Hubei Univ Technol, Wuhan, Hubei, Peoples R China.
[Xu, Jiajing] Cent China Normal Univ, Coll Publ Adm, Wuhan, Hubei, Peoples R China.
通讯机构:
[Hou, Xiaodong] A
Air Force Early Warning Acad, Wuhan, Hubei, Peoples R China.
语种:
英文
关键词:
T/R module;association rule;entropy weight method;multistate degradation index;remaining useful life prediction
期刊:
2018 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-CHONGQING 2018)
ISSN:
2166-5656
年:
2018
页码:
925-931
会议名称:
Prognostics and System Health Management Conference (PHM-Chongqing)
会议论文集名称:
Prognostics and System Health Management Conference
会议时间:
OCT 26-28, 2018
会议地点:
Chongqing, PEOPLES R CHINA
会议主办单位:
[Hou, Xiaodong;Yang, Jiangping;Deng, Bin;Chang, Chunhe] Air Force Early Warning Acad, Wuhan, Hubei, Peoples R China.^[Zhang, Yu] Hubei Univ Technol, Wuhan, Hubei, Peoples R China.^[Xu, Jiajing] Cent China Normal Univ, Coll Publ Adm, Wuhan, Hubei, Peoples R China.
会议赞助商:
Chongqing Technol & Business Univ, Ctr Adv Life Cycle Engn, CAS, Key Lab Space Utilizat, Univ Algarve, Harbin Inst Technol, Chinese Journal Aeronaut, IEEE Reliabil Soc, Carleton Univ, Int Soc Measurement, Management & Maintenance, Life Predict Technologies Inc, MDPI, Sensors
主编:
Ding, P Li, C Sanchez, RV Yang, S
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-5386-5380-7
基金类别:
National Ministries Fund of China [KYJH41721]; Military Affairs Foundation of China [2016JY314]
机构署名:
本校为其他机构
院系归属:
公共管理学院
摘要:
T/R module is an important part of large phased array radar antenna array, the remaining useful life (RUL) prediction is of great significance for equipment support personnel to master current health status and improve maintenance support ability. At first, the key indexes of multistate degradation are extracted by association rule, by calculating the similarity of the key indexes and combining the RUL of similar samples, the RUL information corresponding to the key indexes is obtained. The RUL prediction results of T/R module are obtained according to the weight of different indexes. The prac...

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