Industrial Engineering and Management Systems
- Volume 3 Issue 2
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- Pages.134-139
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- 2004
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- 1598-7248(pISSN)
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- 2234-6473(eISSN)
A Simulation Study on The Discounted Cost Distribution under Age Replacement Policy
- Dohi, Tadashi (Department of Information Engineering Hiroshima University) ;
- Ashioka, Akira (Department of Information Engineering Hiroshima University) ;
- Kaio, Naoto (Department of Economic Informatics Hiroshima Shudo Universityy) ;
- Osaki, Shunji (Department of Information and Telecommunication Engineering Nanzan University)
- Published : 2004.12.31
Abstract
During the last three decades, a few attentions have been paid for investigating the cost distribution for the optimal maintenance problems. In this article, we derive the moment of the discounted cost distribution over an infinite time horizon for the basic age replacement problem. With first two moments of the discounted cost distribution, we approximate the underlying distribution function by three theoretical distributions. Through a Monte Carlo simulation, we conclude that the log-normal distribution is the best fitted one to approximate the discounted cost distribution.
Keywords
- preventive maintenance;
- age replacement;
- discounted cost distribution;
- simulation;
- parametric approximation;
- $\chi^2$goodness-of-fit test