System Development & Application
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1472-1476,1481

Joint optimization of multi-component equipment maintenance strategy and multi-order batch production under limited capacity

Tang Lecheng
Liu Qinming
Wang Shangrun
Business School, University of Shanghai for Science & Technology, Shanghai 200093, China

Abstract

Aiming at the problem of order selections and multi-component equipment maintenance decisions under limited capacity when facing multiple orders with different requirements, the paper proposed a joint optimization model based on the customer satisfaction. Firstly, the method used the proportional risk model to describe the specific deterioration trend of each component and the virtual age to represent the health status of each component. Next, the paper determined the different maintenance methods based on the real-time monitoring results and maintenance threshold. Then, with profit maximization as the optimization goal, combined with limited capacity batch problem model and customer satisfaction model, the paper established the maintenance strategy based on the situation and the multi-order batch production joint optimization model. Finally, the paper used the simulated annealing algorithm and particle swarm optimization algorithm to solve the model, an example verifies the validity of the model in order to let the model have more practical significance, and carried out the sensitivity analysis of the corresponding parameters of the model.

Foundation Support

国家自然科学基金资助项目(71632008,71840003)
上海市自然科学基金资助项目(19ZR1435600)
上海理工大学2020年校级“大学生创新创业训练计划”项目(XJ2020155)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2020.07.0200
Publish at: Application Research of Computers Printed Article, Vol. 38, 2021 No. 5
Section: System Development & Application
Pages: 1472-1476,1481
Serial Number: 1001-3695(2021)05-035-1472-05

Publish History

[2021-05-05] Printed Article

Cite This Article

汤乐成, 刘勤明, 王上润. 有限产能下多部件设备视情维修策略与多订单批量生产联合优化研究 [J]. 计算机应用研究, 2021, 38 (5): 1472-1476,1481. (Tang Lecheng, Liu Qinming, Wang Shangrun. Joint optimization of multi-component equipment maintenance strategy and multi-order batch production under limited capacity [J]. Application Research of Computers, 2021, 38 (5): 1472-1476,1481. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.


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