SYROCO: A novel multi-agent shop-floor control system

Citation
D. Roy et al., SYROCO: A novel multi-agent shop-floor control system, J INTELL M, 12(3), 2001, pp. 295-307
Citations number
17
Categorie Soggetti
Engineering Management /General
Journal title
JOURNAL OF INTELLIGENT MANUFACTURING
ISSN journal
09565515 → ACNP
Volume
12
Issue
3
Year of publication
2001
Pages
295 - 307
Database
ISI
SICI code
0956-5515(2001)12:3<295:SANMSC>2.0.ZU;2-P
Abstract
Shop-floor control is known to be a hard problem because it must supervise manufacturing operations execution according to plans, respect delays and d eal with real-time system perturbations. Modern shop-floor control systems must be reactive, i.e., be able to quickly and timely react to perturbation s, be they external or internal perturbations to the system to be controlle d. This paper proposes a novel approach to shop-floor control. Especially, its aim is to solve dynamic production control problems in real-time (due to w orkstation breakdowns, urgent orders ...), to automate as much as possible the control process in order to adapt the system to production plan modific ations and to rationalize decision-making by a means of strong hierarchical structure. To achieve this, the system is based on a two-fold hybrid multi-agent platf orm. First, control is hierarchically distributed and decision-making is ce ntralized, thus this type of system mediates between centralized and hierar chical architecture types. Centralization allows to avoid the competition b etween agents for solving a problem while hierarchical distribution allows each agent to take care of only one product. Second, a complete schedule is completed at the beginning of the process, but it can be partially (or tot ally) modified during the process. Thus, significant gains in terms of resp onse times and reactivity capabilities are obtained thanks to this hybrid a pproach.