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

[41] Ontology for Communication in Distributed Multi-agent System
Lin Wang
Zhao Hongshuai
PROCEEDINGS OF THE NINTH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS TO BUSINESS, ENGINEERING AND SCIENCE (DCABES 2010), 2010, : 588 - 592
[42] Fuzzy distributed multi-agent manufacturing system
Aliev, RA
Rashad, RA
Aliev, FT
1997 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY - NAFIPS, 1997, : 311 - 316
[43] Study on distributed multi-agent diagnostic system
Lu, Baochun
Xia, Jinghua
Zhang, Shiqi
Zhongguo Jixie Gongcheng/China Mechanical Engineering, 1999, 10 (11): : 1256 - 1259
[44] Distributed default logic for multi-agent system
Ryzko, Dominik
Rybinski, Henryk
2006 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON INTELLIGENT AGENT TECHNOLOGY, PROCEEDINGS, 2006, : 204 - +
[45] Multi-agent model for a distributed logistic system
Zoghlami, Nesrine
Vromman, Laurent
Hammadi, Slim
2006 IMACS: MULTICONFERENCE ON COMPUTATIONAL ENGINEERING IN SYSTEMS APPLICATIONS, VOLS 1 AND 2, 2006, : 991 - +
[46] Mobile multi-agent system for distributed computing
Kleijkers, S
Wiesman, F
Roos, N
AGENTS AND PEER-TO-PEER COMPUTING, 2003, 2530 : 158 - 163
[47] Multi-Agent System for Distributed Management of Microgrids
Eddy, Y. S. Foo.
Gooi, H. B.
Chen, S. X.
IEEE TRANSACTIONS ON POWER SYSTEMS, 2015, 30 (01) : 24 - 34
[48] A multi-agent system for distributed multi-project scheduling: An auction-based negotiation approach
Adhau, Sunil
Mittal, M. L.
Mittal, Abhinav
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2012, 25 (08) : 1738 - 1751
[49] Multi-agent system utilization in the multi machine scheduling problem
Frankovic, B
Labátová, S
MULTI-AGENT-SYSTEMS IN PRODUCTION, 2000, : 75 - 80
[50] MASS: Multi-Agent Scheduling System for Intelligent Surveillance
Noh, Dongki
Choi, Junho
Choi, Jeongsik
Byun, Dasol
Kim, Youngjae
Kim, Hyoung-Rock
Baek, Seungmin
Lee, SeungHwan
Myung, Hyun
2022 19TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS (UR), 2022, : 252 - 257

← 1 2 3 4 5 →