A GENERALIZED MODEL OF OPTIMAL MAINTENANCE STRATEGY

被引：0

作者：

Goulionis, John E. ^{[1
]}

机构：

[1] Univ Piraeus, Dept Stat & Insurance Sci, Piraeus 18534, Greece

来源：

PAKISTAN JOURNAL OF STATISTICS | 2010年 / 26卷 / 02期

关键词：

Maintenance; POMDP; Replacement Average cost; Optimization;

D O I：

暂无

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

Predictive maintenance is based on observing an indicator of the state of a system, at different intervals of time which gives the decision maker some information about the exact state. The problem is to obtain an optimal replacement policy minimizing the long run expected cost per unit of time and to formulate it as a partially observable Markov decision process.

引用

页码：357 / 364

页数：8

共 14 条

[1]

AREH T, 1996, RELIAB ENG SYST SAFE, V51, P275

[2]

Bellman R. E., 1957, Dynamic programming. Princeton landmarks in mathematics

[3] THE COMPLEXITY OF STOCHASTIC GAMES [J].

CONDON, A .

INFORMATION AND COMPUTATION, 1992, 96 (02) :203-224

[4]

CRITES RH, 1997, ADV NEURAL INFORM PR

[5]

DARREL T, 1996, IEEE INT C PAT REC

[6]

Drake A. W., 1962, Observation of a Markov process through a noisy channel

[7]

Goulionis J. E., 2005, SPOYDAI, V55, P34

[8]

GOULIONIS JE, 2005, MATH INSPECT, V63, P46

[9]

Goulionis JE, 2007, ADV APPL STAT, V7, P357

[10]

MAKIS V, 1992, INFOR, V30, P172

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