Maintenance modeling and operation parameters optimization for complex production line under reliability constraints

被引：8
|
作者：
Zhou, Hongming [1 ]
Wang, Sufen [1 ]
Qi, Faqun [1 ]
Gao, Shun [1 ]
机构：
[1] Wenzhou Univ, Wenzhou, Peoples R China
来源：
ANNALS OF OPERATIONS RESEARCH | 2022年 / 311卷 / 01期
基金：
中国国家自然科学基金;
关键词：
Preventive maintenance; Reliability constraints; Bi-objective optimization; Maintenance costs; Complex production line; PREVENTIVE MAINTENANCE; MULTICOMPONENT SYSTEMS; DEGRADATION;
D O I：
10.1007/s10479-019-03228-9
中图分类号：
C93 [管理学]; O22 [运筹学];
学科分类号：
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要：
An optimal preventive maintenance policy and optimization method of operation parameters for a production line consisting of multiple execution units is described herein. According to the characteristics of the production unit, the relationship between the reliability and operating parameters of the execution unit is established, as well as its relationship between the operating parameters and maintenance cost. The minimum maintenance cost and effective operating speed is selected as the objective, and the optimal parameters are derived by heuristic algorithm. Finally, a numerical example and simulation experiments are shown which validated the effectiveness of the proposed method.
引用
收藏
页码：507 / 523
页数：17
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