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Algorithm Research & Explore
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App. Res. of Comp. Printed Article
Vol. 36, 2019 No. 9
2590-2595

Corrective maintenance scheduling for single type of port machine based on genetic algorithm

Chen Chena
Lin Danpingb
Chang Daofanga
a. Logistics Research Center, b. Logistics Engineering College, Shanghai Maritime University, Shanghai 201306, China
DOI: 10.19734/j.issn.1001-3695.2018.03.0160

Abstract

For the problem of the port equipment maintenance scheduling when it was broken, i. e. corrective maintenance, the maintenance model of port equipment was established through analyzing the dispatching schedule of port equipment. In the model, the neural network algorithm was used to quantify the weight of the equipment to be repaired in the port, and the genetic algorithm was used to minimize the total weighted completion time of the maintenance task and to obtain the optimized maintenance scheduling sequence and the corresponding maintenance schedule. A practical example of port equipment was presented to show the corrective maintenance model was optimized. The results show that the proposed model saves maintenance time as well as fulfills the maintenance task. The proposed model will provide a valuable reference for planning the port equipment maintenance.

Foundation Support

上海市浦江人才计划资助项目(15PJ1402800)
国家自然科学研究基金资助项目(71701126)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.03.0160
Publish at: Application Research of Computers Printed Article, Vol. 36, 2019 No. 9
Section: Algorithm Research & Explore
Pages: 2590-2595
Serial Number: 1001-3695(2019)09-007-2590-06

Publish History

[2019-09-05] Printed Article

Cite This Article

陈晨, 林丹萍, 苌道方. 基于遗传算法的港口设备事后维修的单机调度 [J]. 计算机应用研究, 2019, 36 (9): 2590-2595. (Chen Chen, Lin Danping, Chang Daofang. Corrective maintenance scheduling for single type of port machine based on genetic algorithm [J]. Application Research of Computers, 2019, 36 (9): 2590-2595. )

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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