Science & Technology Review
|
2015, 33(1): 95-99
Optimal configuration model of non-repairable spare parts based on non-Poisson distribution
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XU Tingxue1, DONG Qi2, YANG Jikun2, WANG Haowei2
Affiliations
1. Department of Ordnance Science and Technology, Naval Aeronautical and Astronautical University, Yantai 264001, China;
2. Graduate Students' Brigade, Naval Aeronautical and Astronautical University, Yantai 264001, China
Published: 2015-01-13
doi: 10.3981/j.issn.1000-7857.2015.01.017
Outline
This paper studies the optimal configuration model of non- repairable spare parts whose demand obeys non- Poisson distribution to overcome the limitation of existing models. The characteristics of non-repairable spare parts in two-echelon inventory system were analyzed, and the assumption of the demand obeying Poisson distribution was relaxed, so that a universal model for the satisfaction rate of non-repairable spare parts whose demand obeys non-Poisson distribution was established. On the basis of that, an optimal configuration model for non-repairable spare parts in the two-echelon inventory system was established by setting minimum configuration cost as the optimization target and satisfaction rate as the constraint. The optimization scheme was solved by Genetic Algorithm. The optimization and verification results show that the satisfaction rate of the system reached 95.02% with minimum total cost, which is in accordance with results calculated by Opus 10, demonstrating the feasibility and reliability of the model.
non-repairable spare parts
/
optimal configuration
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non-Poisson distribution
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Genetic Algorithm
徐廷学, 董琪, 杨继坤, 王浩伟.
基于非泊松分布的不可修备件优化配置模型.
科技导报,
2015
, 33
(1)
: 95
-99
.
DOI: 10.3981/j.issn.1000-7857.2015.01.017
XU Tingxue, DONG Qi, YANG Jikun, WANG Haowei.
Optimal configuration model of non-repairable spare parts based on non-Poisson distribution[J].
Science & Technology Review,
2015
, 33
(1)
: 95
-99
.
DOI: 10.3981/j.issn.1000-7857.2015.01.017
Year 2015 volume 33 Issue 1
PDF
553
90
Cite this Article
BibTeX
Article Info
doi: 10.3981/j.issn.1000-7857.2015.01.017
- Receive Date:2014-05-07
- Online Date:2015-02-02
- Published:2015-01-13