An Agent-Based Approach for Dynamic Scheduling in Hybrid Flow Shops

被引：4
|
作者：
Zhang, Xiyao [1 ]
Sun, Xueyan [1 ]
Liu, Youshan [1 ]
Zhang, Chunjiang [1 ]
Zhao, Linlin [1 ]
Shen, Weiming [1 ]
机构：
[1] Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, Wuhan, Peoples R China
来源：
PROCEEDINGS OF THE 2021 IEEE 24TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD) | 2021年
基金：
中国国家自然科学基金;
关键词：
Dynamic scheduling; Rescheduling; Hybrid flow shop; Multi-agent system; Negotiation mechanisms;
D O I：
10.1109/CSCWD49262.2021.9437879
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
Today, manufacturing enterprises must respond quickly to the ever-changing market environment in order to survive. At the same time, dynamic disturbances in production sites such as machine failures, reworking caused by quality problems, and changes of processing time and personnel will also have negative impacts on the effectiveness of the original plan. In order to ensure the feasibility of scheduling algorithms in highly dynamic environment, this paper presents agent-based rescheduling negotiation mechanisms with five dynamic disturbances, and verifies its feasibility through simulations. A multi-agent system structure with quick responses and simple communication networks is designed according to characteristics of hybrid flow shops, with which the processing of jobs can be easily traced back.
引用
收藏
页码：24 / 30
页数：7
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