A CORBA-based agent-driven design for distributed intelligent manufacturing systems

An agent-oriented methodology is presented for representation, acquisition, and processing of manufacturing knowledge along with analysis and modeling of an intelligent manufacturing system (IMS). An intelligent manufacturing system adopts heterarchical and collaborative control as its information system architecture. The behavior of the entire manufacturing system is collaboratively determined by many interacting subsystems that may have their own independent interests, values, and modes of operation. The subsystems are represented as agents. An agent's architecture and task decomposition method are presented. The agent-oriented methodology is used to analyze and model an intelligent machine cell. An intelligent machine center is considered as an autonomous, modular, reconfigurable and fault-tolerant machine tool with self-perception, decision making, and self-process planning, able to cooperate with other machines through communication. The common object request broker architecture (CORBA) distributed software control system was developed as a simple prototype. A case study illustrates an intelligent machine center.

[1]  Gerald T. Mackulak High level planning and control: An IDEF0 analysis for airframe manufacture , 1984 .

[2]  Mitchell M. Tseng,et al.  A Collaborative Control System for Mass Customization Manufacturing , 1997 .

[3]  Yusuf Altintas,et al.  Modular CNC Design for Intelligent Machining, Part 2: Modular Integration of Sensor Based Milling Process Monitoring and Control Tasks , 1996 .

[4]  Yusuf Altintas,et al.  Modular CNC Design for Intelligent Machining, Part 1: Design of a Hierarchical Motion Control Module for CNC Machine Tools , 1996 .

[5]  David M. Dilts,et al.  The evolution of control architectures for automated manufacturing systems , 1991 .

[6]  Yung C. Shin,et al.  Modeling and control of cnc machines using a PC-based open architecture controller , 1995 .

[7]  James J. Solberg,et al.  INTEGRATED SHOP FLOOR CONTROL USING AUTONOMOUS AGENTS , 1992 .

[8]  Dan Harkey,et al.  The Essential Distributed Objects Survival Guide , 1995 .

[9]  Paul K. Wright,et al.  Principles of open-architecture manufacturing , 1995 .

[10]  Yusuf Altintas,et al.  A Hierarchical Open-Architecture CNC System for Machine Tools , 1994 .

[11]  Yoav Shoham,et al.  Agent-Oriented Programming , 1992, Artif. Intell..

[12]  A. D. Baker Metaphor or reality: a case study where agents BID with actual costs to schedule a factory , 1996 .

[13]  William Thompson,et al.  A new type of machine control system to replace traditional CNC , 1994 .

[14]  David L. Spooner,et al.  Data Protocols for the Industrial Virtual Enterprise , 1997, IEEE Internet Comput..

[15]  Benoît Montreuil,et al.  An organism-oriented modeling approach to support the analysis and design of intelligent manufacturing systems , 1994, J. Intell. Manuf..

[16]  N. A. Duffie,et al.  Synthesis of heterarchical manufacturing systems , 1990 .

[17]  Michael R. Genesereth,et al.  Logical foundations of artificial intelligence , 1987 .