A multi-agent system for distributed maintenance scheduling

被引：11

作者：

Hedjazi, Djalal ^{[1
]}

Layachi, Fateh ^{[2
]}

Boubiche, Djallel Eddine ^{[1
]}

机构：

[1] Univ Batna2, Comp Sci Dept, LaSTIC Lab, Batna 05078, Algeria

[2] Univ Oum El Bouaghi, Comp Sci Dept, Oum El Bouaghi 04000, Algeria

来源：

COMPUTERS & ELECTRICAL ENGINEERING | 2019年 / 77卷

关键词：

Smart systems; Multi-agent systems; Maintenance scheduling; Resource allocation; Skill; Resource constraints; OPTIMIZATION;

D O I：

10.1016/j.compeleceng.2019.04.016

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Due to the intrinsically geo-distributed subcontracting maintenance activity practice, the maintenance scheduling has for a long time been a major challenge in the industry. This research work presents a methodology to schedule the maintenance activities of geo-distributed assets. A multi-agent system based approach is proposed to enable the decision-making for the subcontractors in a distributed industrial environment under uncertainty. An auction based negotiation mechanism is designed to promote competition and cooperation among the different agents, and to obtain global good schedule. Compared to the Weighted Shortest Processing Time first-Heuristic-Earliest Due Date (WSPT-H-EDD) method, the experimental results show that the proposed approach is able to provide scheduling scheme with good performances in terms of Global Cost, Total Weighted Tardiness Cost and makespan. (C) 2019 Elsevier Ltd. All rights reserved.

引用

页码：1 / 11

页数：11

共 50 条

[21] Distributed Computation Multi-agent System
Maja Štula
Darko Stipaničev
Josip Maras
New Generation Computing, 2013, 31 : 187 - 209
[22] Coordinated Energy Scheduling of a Distributed Multi-Microgrid System Based on Multi-Agent Decisions
Sun, Yuyan
Cai, Zexiang
Zhang, Ziyi
Guo, Caishan
Ma, Guolong
Han, Yongxia
ENERGIES, 2020, 13 (16)
[23] A multi-agent system for distributed multi-project scheduling with two-stage decomposition
Li, Feifei
Xu, Zhe
PLOS ONE, 2018, 13 (10):
[24] Resilience-driven Maintenance Scheduling Methodology for Multi-agent Production line System
Wang, Xiao
Qi, Chao
Wang, Hongwei
Si, Qingmin
Zhang, Guowei
2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2015, : 614 - 619
[25] A multi-agent based framework for maintenance resource scheduling decision
Cui, Bowen
Wang, Zili
Feng, Qiang
Ren, Yi
Sun, Bo
Yang, Dezhen
2018 INTERNATIONAL CONFERENCE ON SENSING, DIAGNOSTICS, PROGNOSTICS, AND CONTROL (SDPC), 2018, : 527 - 530
[26] Scheduling of production and maintenance activities using multi-agent systems
Bencheikh, Ghita
Letouzey, Agnes
Desforges, Xavier
2018 IEEE 23RD INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION (ETFA), 2018, : 508 - 515
[27] Ontologies in a multi-agent system for automated scheduling
Gonzalez, EJ
Hamilton, AF
Moreno, L
Marichal, RL
Toledo, J
COMPUTING AND INFORMATICS, 2004, 23 (02) : 157 - 177
[28] An evolutionary multi-agent system for production scheduling
Pendharkar, PC
2005 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS (CCA), VOLS 1AND 2, 2005, : 946 - 950
[29] Multi-Agent Based Class Scheduling System
Liang, Shenglin
PROCEEDINGS OF 2024 INTERNATIONAL CONFERENCE ON COMPUTER AND MULTIMEDIA TECHNOLOGY, ICCMT 2024, 2024, : 222 - 228
[30] Patient and staff scheduling multi-agent system
Stiglic, G
Kokol, P
ICCC 2005: IEEE 3RD INTERNATIONAL CONFERENCE ON COMPUTATIONAL CYBERNETICS, 2005, : 25 - 28

← 1 2 3 4 5 →