PDF(392 KB)
MAS-based production scheduling system for manufacturing cell-based workshop
- CHU Hong-yan, CAO Quan-jun, FEI Ren-yuan
Author information
+
School of Mechanical Engineering and Applied Electronics Technology, Beijing University of Technology, Beijing 100022, China
Show less
History
+
Published |
05 Dec 2006 |
Issue Date |
05 Dec 2006 |
Abstract
The task of production scheduling is to determine the detailed machining path, time, machine tool, etc., for every work piece, according to the production objective and constraints. It is also an important part of the manufacturing system. In this paper, the manufacturing cell-based workshop is described and its scheduling system structure is established based on MAS (multi-agent system) technology. Through the negotiation and communication of each agent, the machining path is determined and the machining sequence and start time are calculated by GA (genetics algorithm). The communication among agents uses the CORBA (common object request broker architecture) technology of the OMG (Object Management Group). The CORBA-based architecture of the communication is designed and some interfaces for the communication are listed. For the genetics algorithm, chromosome coding, fitness function, parameters selection, and the basic genetics operation including selection, crossover and aberrance, are described. The scheduling system also can deal with some abnormal conditions, such as machine tool failure and urgent tasks. Finally, two scheduling examples are given.
Cite this article
Download citation ▾
CHU Hong-yan, CAO Quan-jun, FEI Ren-yuan.
MAS-based production scheduling system for manufacturing cell-based workshop. Front. Mech. Eng., 2006, 1(4): 375‒380 https://doi.org/10.1007/s11465-006-0043-x
{{custom_sec.title}}
{{custom_sec.title}}
{{custom_sec.content}}
This is a preview of subscription content, contact
us for subscripton.