A survey on life prediction of equipment

被引:31
作者
Hu Changhua [1 ]
Zhou Zhijie [1 ]
Zhang Jianxun [1 ]
Si Xiaosheng [1 ]
机构
[1] High Tech Inst Xian, Dept Automat, Xian 710025, Peoples R China
基金
中国国家自然科学基金;
关键词
Accelerated test; Life prediction; Reliability; Residual life; Storage life; INVERSE GAUSSIAN PROCESS; ACCELERATED DEGRADATION; MARKOV MODEL; PROGNOSTICS; DIAGNOSTICS; REGRESSION; ALGORITHM;
D O I
10.1016/j.cja.2014.12.020
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Once in the hands of end users, such durable equipment as spacecraft, aircraft, ships, automobiles, computers, etc. are in a state of debugging, working or storage. In either state, availability, reliability and super-efficiency are the ultimate goals, which have been achieved through constant monitoring as well as regular, preventive, routine and corrective maintenance. Although some advanced instruments can visualize certain invisible malfunctioning phenomena into visible ones, deeply hidden troubles cannot be found unless monitoring and testing data are addressed using tools that process the data statistically, analytically and mathematically. Some state-of-theart trouble-shooting and life-predicting techniques and approaches are introduced in this paper. (C) 2015 Production and hosting by Elsevier Ltd. on behalf of CSAA & BUAA.
引用
收藏
页码:25 / 33
页数:9
相关论文
共 84 条
[1]  
[Anonymous], 1981, GB2689381 CHIN NAT S
[2]  
[Anonymous], 1992, QJ232892 CHIN AER IN
[3]  
[Anonymous], 1981, GB2689481 CHIN NAT S
[4]  
[Anonymous], 1989, GJB736890 CHIN NAT S
[5]  
[Anonymous], 2008, HDB PERFORMABILITY E, DOI DOI 10.1007/978-1-84800-131-2_28
[6]  
[Anonymous], 1981, GB2689281 CHIN NAT S
[7]  
[Anonymous], 1989, 1121189 GB CHIN NAT
[8]  
[Anonymous], 1981, GB2689181 CHIN NAT S
[9]   HMMs for diagnostics and prognostics in machining processes [J].
Baruah, P ;
Chinnam, RB .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2005, 43 (06) :1275-1293
[10]  
Biedermann H, 2008, VDI-BUCH, P1