Title :
An agent-based approach to reconfiguration of real-time distributed control systems
Author :
Brennan, Robert W. ; Fletcher, Martyn ; Norrie, Douglas H.
Author_Institution :
Dept. of Mech. & Manuf. Eng., Calgary Univ., Canada
fDate :
8/1/2002 12:00:00 AM
Abstract :
We describe a general approach for dynamic and intelligent reconfiguration of real-time distributed control systems that utilizes the IEC 61499 function block model. This work is central to the development of distributed intelligent control systems that are inherently adaptable and dynamically reconfigurable. The approach that is used takes advantage of distributed artificial intelligence at the planning and control levels to achieve significantly shorter up-front commissioning times as well as significantly more responsiveness to change. This approach is based on object-oriented and agent-based methods, and aims at overcoming the difficulties associated with managing real-time reconfiguration of an intelligent manufacturing system.
Keywords :
IEC standards; distributed control; industrial control; intelligent control; multi-agent systems; object-oriented methods; real-time systems; software agents; IEC 61499 function block model; agent-based approach; agent-based methods; distributed artificial intelligence; distributed intelligent control systems; dynamic intelligent reconfiguration; object-oriented methods; real-time distributed control systems; up-front commissioning times; Application software; Artificial intelligence; Control systems; Distributed control; Industrial control; Intelligent control; Manufacturing; Multiagent systems; Object oriented modeling; Real time systems;
Journal_Title :
Robotics and Automation, IEEE Transactions on
DOI :
10.1109/TRA.2002.802211