A Bayesian approach to an adaptive preventive maintenance model

被引:54
作者
Sheu, SH [1 ]
Yeh, RH [1 ]
Lin, YB [1 ]
Juang, MG [1 ]
机构
[1] Natl Taiwan Univ Sci & Technol, Dept Ind Management, Taipei 106, Taiwan
关键词
Bayesian approach; minimal repair; maintenance; replacement; reliability; Weibull distribution;
D O I
10.1016/S0951-8320(00)00072-7
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper we consider a Bayesian theoretic approach to determine an optimal adaptive preventive maintenance policy with minimal repair. By incorporating minimal repair, maintenance and replacement, the mathematical formulas of the expected cost per unit time are obtained. When the failure density is Weibull with uncertain parameters, a Bayesian approach is established to formally express and update the uncertain parameters for determining an optimal adaptive preventive maintenance policy. Furthermore, various special cases of our model are discussed in detail. (C) 2001 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:33 / 44
页数:12
相关论文
共 35 条
[1]   OPTIMUM PREVENTIVE MAINTENANCE POLICIES [J].
BARLOW, R ;
HUNTER, L .
OPERATIONS RESEARCH, 1960, 8 (01) :90-100
[2]  
Barlow RE, 1965, MATH THEORY RELIABIL
[3]   BAYESIAN OPTIMAL OVERHAUL INTERVAL MODEL FOR WEIBULL RESTORATION PROCESS CASE [J].
BASSIN, WM .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1973, 68 (343) :575-578
[4]  
BERG M, 1986, INFOR, V24, P26
[5]  
BLOCK HW, 1988, NAV RES LOG, V35, P365
[6]   AGE-DEPENDENT MINIMAL REPAIR [J].
BLOCK, HW ;
BORGES, WS ;
SAVITS, TH .
JOURNAL OF APPLIED PROBABILITY, 1985, 22 (02) :370-385
[7]   PERIODIC REPLACEMENT WHEN MINIMAL REPAIR COSTS VARY WITH TIME [J].
BOLAND, PJ .
NAVAL RESEARCH LOGISTICS, 1982, 29 (04) :541-546
[8]   PERIODIC REPLACEMENT WITH INCREASING MINIMAL REPAIR COSTS AT FAILURE [J].
BOLAND, PJ ;
PROSCHAN, F .
OPERATIONS RESEARCH, 1982, 30 (06) :1183-1189
[9]   AGE REPLACEMENT-PROBLEM WITH MINIMAL REPAIR AND RANDOM REPAIR COSTS [J].
CLEROUX, R ;
DUBUC, S ;
TILQUIN, C .
OPERATIONS RESEARCH, 1979, 27 (06) :1158-1167
[10]  
Cox D. R, 1962, RENEWAL THEORY