Addressing Production System Failures Using Multi-agent Control

被引：0

作者：

Gautam, Rajesh ^{[1
]}

Miyashita, Kazuo ^{[2
]}

机构：

[1] Univ Tsukuba, Tsukuba, Ibaraki 3058577, Japan

[2] Natl Inst Adv Ind Sci & Technol, Tsukuba, Ibaraki 3058564, Japan

来源：

JOURNAL OF ADVANCED MECHANICAL DESIGN SYSTEMS AND MANUFACTURING | 2007年 / 1卷 / 02期

关键词：

Multiagent Systems; Production Control; Artificial Intelligence;

D O I：

10.1299/jamdsm.1.205

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Output in high-volume production facilities is limited by bottleneck machines. We propose a control mechanism by modeling workstations as agents that pull jobs from other agents based on their current WIP level and requirements. During failures, when flows of some jobs are disrupted, the agents pull alternative jobs to maintain utilization of their capacity at a high level. In this paper, we empirically demonstrate that the proposed mechanism can react to failures more appropriately than other control mechanisms using a benchmark problem of a semiconductor manufacturing process.

引用

页码：205 / 216

页数：12

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