A multi-agent scheduler for reconfigurable manufacturing systems

A multi-agent scheduler for reconfigurable manufacturing systems

S.P. Walsh

Deakin University, Australia

The challenges of current and future manufacturing suggest that manufacturers will need to be more flexible and responsive if they are to thrive. Reconfigurable manufacturing systems are seen as one approach that could help with these challenges. However, many issues must be solved if a high degree of reconfigurability is to be achieved. Apart from the physical implementation issues that reconfigurable manufacturing systems present, they create significant issues that make effective scheduling more complex. This paper discusses the major issues of configurable manufacturing systems from a scheduling perspective and describes a scheduler framework that has been developed, using multiple intelligent agents, that is capable of operating in a reconfigurable manufacturing environment. This multi-agent scheduler uses a task-resource heterarchical structure where agents represent the machines and the orders. The agents allocate tasks to machines by using an auction-based negotiation.


Richard Barton's picture
Submitted by Richard Barton on Wed, 06/07/2005 - 10:16am.

Thankyou for submitting your paper, i found it very interesting and certainly a more realistic approach than many systems approaches are. I am interested to know whether the work you have done with the simulation package has demonstrated any relationship between the length of time to complete the order and the length of time the other machines are delayed for? i.e. if the order is completed as quick as possible, is the other order delayed by double the time saving? If this were to be true, maybe a basic graphical representation of benefit vs penalty may help promote your theory (which most industrialists should recognise, but maybe not fully appreciate!). Richard.


Ebubekir's picture
Submitted by Ebubekir on Fri, 15/07/2005 - 11:07am.

Thank you for this interesting paper. Do you have a real industrial application after this simulation results. If so, I`m curious about the real input, process and output configuration and quality of your method. Many Thanks Ebubekir


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