Title :
Implementing a multi-agent systems approach to collaborative autonomous manufacturing operations
Author :
Jarvis, Dennis ; Jarvis, Jacqueline ; McFarlane, Duncan ; Lucas, Andrew ; Rönnquist, Ralph
Author_Institution :
Manuf. Sci. & Technol., CSIRO, Woodville, SA, Australia
Abstract :
Remote space operations is a very demanding domain for software systems, requiring the characteristics of high availability, robustness, autonomy, real-time or near real-time response times, ease of reprogramming, and low computational footprint. A further desirable characteristic is the ability for remote systems or vehicles to collaborate to achieve tasks such as exploration or remote processing or sensing. Intelligent agent technology has advanced to the point where it is now finding application in robotic manufacturing, such as the application described in this paper. The authors believe that many of the lessons being learned in the collaborative manufacturing domain have relevance to space operations. This paper describes a novel agent-based execution architecture. Integral to this architecture is the separation of part processing concerns from manufacturing concerns. Thus we have part agents which are able to issue and track resource-independent part-processing requests. An interface agent then transforms a resource-independent request into one or more resource-dependent requests and dispatches them to the appropriate manufacturing agents. Execution of the dispatched requests then proceeds autonomously, taking into account safety constraints. We also describe an implementation of this architecture for a robotic assembly cell located at the University of Cambridge using JACK Intelligent AgentsTM. The paper concludes with the lessons learned from this experiment, and highlights those of relevance to the domain of space operations
Keywords :
aerospace control; industrial control; industrial robots; intelligent control; mobile robots; multi-agent systems; multi-robot systems; real-time systems; robust control; space vehicles; telerobotics; Intelligent agent technology; JACK Intelligent Agents; agent-based execution architecture; autonomy; availability; collaborative autonomous manufacturing operations; exploration; interface agent; low computational footprint; multiagent systems approach; near real-time response times; remote processing; remote sensing; remote space operations; remote vehicles; reprogramming; resource-dependent requests; resource-independent part-processing requests; robotic assembly cell; robotic manufacturing; robustness; safety constraints; Availability; Collaboration; Delay; Intelligent agent; Manufacturing; Multiagent systems; Real time systems; Robustness; Software systems; Space technology;
Conference_Titel :
Aerospace Conference, 2001, IEEE Proceedings.
Conference_Location :
Big Sky, MT
Print_ISBN :
0-7803-6599-2
DOI :
10.1109/AERO.2001.931300