A Hybrid System Dynamic Production Scheduling Method Based On Multi-Agent

被引:0
|
作者
Ma, Xiaofeng [1 ]
机构
[1] Xian Engn Coll Armed Police Force, Xian, Peoples R China
关键词
Hybrid system; Multi-agent; Dynamic production scheduling;
D O I
10.1109/ICICEE.2012.54
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
To solve the dynamic and complex problem of production scheduling, depending on the introduction between multi-agent and hybrid genetic algorithm in hybrid system production scheduling, this paper proposed a hybrid system production scheduling method based on multi-agent. In this method, the logic framework and cooperation mechanism of hybrid system dynamic production scheduling and were established. Finally, a simulation system of hybrid system dynamic production scheduling based on multi-agent was demonstrated and validated by QUEST software. It has shown the proposed method can improve the benefit of production scheduling, and provide a support for adapting to complex and dynamic production scheduling in hybrid system production.
引用
收藏
页码:179 / 181
页数:3
相关论文
共 50 条
  • [21] Dynamic Scheduling Method Based on Multi-Agent for Cold Rolling Whole Line
    Wang Li
    Gao Xianwen
    Wang Wei
    Zhao Jun
    2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 8082 - 8087
  • [22] Research on Dynamic Production Scheduling System Based on Multi - Agent Technology
    Li Xi-mei
    2016 INTERNATIONAL CONFERENCE ON ROBOTS & INTELLIGENT SYSTEM (ICRIS), 2016, : 345 - 348
  • [23] Stochastic reactive production scheduling by multi-agent based asynchronous approximate dynamic programming
    Csáji, BC
    Monostori, L
    MULTI-AGENT SYSTEMS AND APPLICATIONS IV, PROCEEDINGS, 2005, 3690 : 388 - 397
  • [24] Multi-agent system for dynamic scheduling and control in manufacturing cells
    Ouelhadj, D
    Hanachi, C
    Bouzouia, B
    1998 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-4, 1998, : 2128 - 2133
  • [25] Multi-agent reinforcement learning based textile dyeing workshop dynamic scheduling method
    He J.
    Zhang J.
    Zhang P.
    Zheng P.
    Wang M.
    Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2023, 29 (01): : 61 - 74
  • [26] Dynamic scheduling mechanism for intelligent workshop with deep reinforcement learning method based on multi-agent system architecture
    Gu, Wenbin
    Liu, Siqi
    Guo, Zhenyang
    Yuan, Minghai
    Pei, Fengque
    COMPUTERS & INDUSTRIAL ENGINEERING, 2024, 191
  • [27] Job Shop Dynamic Scheduling Model Based on Multi-Agent
    He, Li
    Liu, Yong-xian
    Xie, Hua-long
    Zhang, Yu
    2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 829 - +
  • [28] Multi-agent based scheduling in manufacturing cells in a dynamic environment
    Renna, Paolo
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2011, 49 (05) : 1285 - 1301
  • [29] A Multi-agent Based Dynamic Scheduling of Flexible Manufacturing Systems
    Hussain M.S.
    Ali M.
    Global Journal of Flexible Systems Management, 2019, 20 (3) : 267 - 290
  • [30] A multi-agent based dynamic scheduling framework for virtual enterprises
    Niu, S. H.
    Ong, S. K.
    Nee, A. Y. C.
    INNOVATIVE DEVELOPMENTS IN DESIGN AND MANUFACTURING: ADVANCED RESEARCH IN VIRTUAL AND RAPID PROTOTYPING, 2010, : 587 - +