Shop-floor control: a multi-agents approach

Authors
Citation
D. Roy et D. Anciaux, Shop-floor control: a multi-agents approach, I J COMP IN, 14(6), 2001, pp. 535-544
Citations number
15
Categorie Soggetti
Engineering Management /General
Journal title
INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING
ISSN journal
0951192X → ACNP
Volume
14
Issue
6
Year of publication
2001
Pages
535 - 544
Database
ISI
SICI code
0951-192X(200111)14:6<535:SCAMA>2.0.ZU;2-O
Abstract
This paper proposes a novel approach to shop-floor control. In particular, its aim is to solve dynamic production control problems in real-time (due t o workstation breakdowns, urgent orders, etc), to automate as much as possi ble the control process in order to adapt the system to production plan mod ifications and to rationalize decision-making by a means of strong hierarch ical structure. To achieve this, the system is based on a twofold hybrid mu lti-agent platform. First, control is hierarchically distributed and decisi on-making is centralized, thus this type of system mediates between central ized and hierarchical architecture types. Centralization allows us to avoid the competition between agents to solve a problem, and hierarchical distri bution allows each agent to take care of only one product. Thus, significan t gains in terms of response times and reactivity capabilities are obtained thanks to this hybrid approach.