Distributed Maintenance: Design, Scheduling and Capacitated Routing Problem*

被引:0
作者
Djeunang Mezafack, Rony A.
Simeu-Abazi, Zineb
Di Mascolo, Maria
机构
来源
2022 8TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT'22) | 2022年
关键词
OPTIMIZATION; FRAMEWORK;
D O I
10.1109/CODIT55151.2022.9804067
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper addresses the scheduling maintenance operations for a set of geographically dispersed production equipment. We consider various equipment subject to uncertain failures that need to be monitored and repaired by a central maintenance workshop (CMW). We focus on the associated preventive maintenance actions, which require optimal scheduling. A mobile maintenance workshop (MMW) aims to transport all the resources to systematically replace the equipment with spare parts provided by the CMW following the predefined schedule. We propose a general framework and a model to minimize the maintenance and routing costs while optimizing equipment reliability. The novelty of the proposed model is the reduction of computation time through the proposition of heuristic methods while considering capacity constraints and various types of equipment. We perform several instances of problems in the oil and gas field. The studied approach optimizes the location of the CMW and the capacity of the MMW, solving the NP-Hard Problem.
引用
收藏
页码:1138 / 1143
页数:6
相关论文
共 18 条
  • [1] Abbou R., 2001, 4 C FRANC MODELISATI
  • [2] MILP of multitask scheduling of geographically distributed maintenance tasks
    Allaham, Hamed
    Dalalah, Doraid
    [J]. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING COMPUTATIONS, 2022, 13 (01) : 119 - 134
  • [3] Spare parts' criticality assessment and prioritization for enhancing manufacturing systems' availability and reliability
    Antosz, Katarzyna
    Ratnayake, R. M. Chandima
    [J]. JOURNAL OF MANUFACTURING SYSTEMS, 2019, 50 : 212 - 225
  • [4] Borcinová Z, 2017, CROAT OPER RES REV, V8, P463, DOI 10.17535/crorr.2017.0029
  • [5] Hybrid algorithm for the solution of the periodic vehicle routing problem with variable service frequency
    Esteban Vega-Figueroa, Sergio
    Andrea Lopez-Becerra, Paula
    Lopez-Santana, Eduyn R.
    [J]. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING COMPUTATIONS, 2022, 13 (02) : 277 - 292
  • [6] Maintenance management: literature review and directions
    Garg, Amik
    Deshmukh, S.
    [J]. JOURNAL OF QUALITY IN MAINTENANCE ENGINEERING, 2006, 12 (03) : 205 - +
  • [7] Gascard E., 2020, 2020 INT C CONTROL A, P1
  • [8] Data-driven machine criticality assessment - maintenance decision support for increased productivity
    Gopalakrishnan, Maheshwaran
    Subramaniyan, Mukund
    Skoogh, Anders
    [J]. PRODUCTION PLANNING & CONTROL, 2022, 33 (01) : 1 - 19
  • [9] Ant colony optimization for solving an industrial layout problem
    Hani, Y.
    Arnodeo, L.
    Yalaoui, F.
    Chen, H.
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 183 (02) : 633 - 642
  • [10] Vehicle routing problem and related algorithms for logistics distribution: a literature review and classification
    Konstantakopoulos, Grigorios D.
    Gayialis, Sotiris P.
    Kechagias, Evripidis P.
    [J]. OPERATIONAL RESEARCH, 2022, 22 (03) : 2033 - 2062