A decision-making approach to field service delivery under mixed maintenance policy

Rui Zhou, Yaoguang Hu, Shasha Xiao, Jingqian Wen

科研成果: 书/报告/会议事项章节会议稿件同行评审

2 引用 (Scopus)

摘要

Maintenance service delivery for large-scale equipment has been studied for decades and is becoming a crucial way for equipment manufacturers to obtain profit and competitiveness. To delivery maintenance service, equipment manufacturers need to optimal delivery plans with considering of various constraints (e.g. maintenance policy, service capacities, service costs) as well as maintenance type. This study proposed a mathematical model and algorithm-based approach to solving a maintenance service decision-making problem in the mixed maintenance policy context and to assess its performance. The mathematical model was constructed with the constraints of technician number, skill level, maintenance time windows, and maintenance policy. A hybrid algorithm of simulated annealing algorithm (SA) and genetic algorithm (GA) is proposed to solve this practical maintenance service delivery problem. A case study of agricultural equipment maintenance demonstrated that the proposed methods are effective and the algorithms can provide reasonable solutions within an acceptable computational time. Our approach is effective and can be utilized to improve the performance of maintenance service decision-making for the mixed policy.

源语言英语
主期刊名Proceedings of the 2016 IEEE 11th Conference on Industrial Electronics and Applications, ICIEA 2016
出版商Institute of Electrical and Electronics Engineers Inc.
1068-1072
页数5
ISBN(电子版)9781509026050
DOI
出版状态已出版 - 19 10月 2016
活动11th IEEE Conference on Industrial Electronics and Applications, ICIEA 2016 - Hefei, 中国
期限: 5 6月 20167 6月 2016

出版系列

姓名Proceedings of the 2016 IEEE 11th Conference on Industrial Electronics and Applications, ICIEA 2016

会议

会议11th IEEE Conference on Industrial Electronics and Applications, ICIEA 2016
国家/地区中国
Hefei
时期5/06/167/06/16

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