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Self-Organizing Manufacturing Control: An Industrial Application of Agent Technology
Boston, Massachusetts July 10-July 12
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICMAS.2000.858435Fourth International Conference on Mu ...
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Stefan Bussmann, DaimlerChrysler AG
Klaus Schild, DaimlerChrysler AG
We present an auction-based approach to manufacturing control. Workpieces auction off their current task, while machines bid for tasks. When awarding a machine, a workpiece takes into account not only the machine's current work in process, but also the outgoing flow of material. If a machine's outgoing stream is blocked, eventually the machine will not accept a new workpiece, thus blocking its input stream as well. As a result, a capacity bottleneck is automatically propagated in the opposite direction of the material flow. A unique feature of this mechanism is that it does not presuppose any specific material flow; the current capacity bottleneck is always propagated in the opposite direction of the actual flow, no matter what this flow looks like.This paper includes a detailed analysis of the mechanism, including a formal proof of its freedom of deadlocks. DaimlerChrysler evaluated the new control approach as a bypass to an existing manufacturing line. A suite of performance tests demonstrated the industrial feasibility and the benefits of the approach.
Citation:
Stefan Bussmann, Klaus Schild, "Self-Organizing Manufacturing Control: An Industrial Application of Agent Technology," icmas, pp.0087, Fourth International Conference on Multi-Agent Systems (ICMAS'00), 2000
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