Integrated production and maintenance control policies for failure-prone manufacturing systems producing perishable products

被引:7
|
作者
Kaddachi, Rawia [1 ]
Gharbi, Ali [1 ]
Kenne, Jean-Pierre [2 ]
机构
[1] Univ Quebec, Ecole Technol Super, Prod Syst Design & Control Lab, Syst Engn Dept, 1100 Notre Dame St West, Montreal, PQ H3C 1K3, Canada
[2] Univ Quebec, Ecole Technol Super, Prod Syst Design & Control Lab, Mech Engn Dept, 1100 Notre Dame St West, Montreal, PQ H3C 1K3, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Manufacturing systems; Production control; Preventive maintenance; Perishable products; Random shelf-lives; Machine degradation; PREVENTIVE MAINTENANCE; JOINT PRODUCTION; SHELF-LIFE; QUALITY; SUBJECT; FRESH; SIMULATION; OVERHAUL; DESIGN; SETUP;
D O I
10.1007/s00170-021-08273-y
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The problem of integrated production and maintenance control of unreliable manufacturing systems evolving in a stochastic and dynamic environment is studied in this paper. The considered system is subject to degradation and the produced products are perishable with random shelf-lives. The literature of operations management for perishable products reports a correlation between the shelf-life of the product and the machine degradation. In fact, the latter results in shelf-lives reduction. Ignoring this correlation effect may result in inaccurate values of the shelf-lives and inefficient control policies. The objective of this paper is to develop a joint production and maintenance control policy that minimizes the total cost composed of backlog, inventory holding, disposal, and maintenance costs. The proposed parametrized joint control policy combines a multi hedging point policy and an age-based preventive maintenance policy. The optimization of the parameters of the proposed joint control policy is obtained using a simulation-based optimization approach and sensitivity analyses are provided to confirm its robustness. The obtained results show that the correlation between machine degradation and shelf-life reduction has a major influence on the control parameters and that preventive maintenance interventions can lead to increasing the shelf-life of products and minimizing the total cost. The proposed joint control policy is then compared to three other polices for a wide range of system and cost data. The obtained results show that the proposed joint control policy outperforms the other polices in terms of total incurred costs.
引用
收藏
页码:4635 / 4657
页数:23
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