ManufAg: a multi-agent-system framework for production control of complex manufacturing systems |
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Authors: | Lars Mönch Marcel Stehli |
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Affiliation: | (1) Institute of Information Systems, Technical University of Ilmenau, Helmholtzplatz 3, 98684 Ilmenau, Germany |
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Abstract: | In this paper, we present a framework for the implementation of multi-agent-systems for production control of complex manufacturing systems. We present the results of a requirement analysis for production control systems for complex manufacturing systems; then we describe the framework design criteria. Our framework supports the inclusion of distributed hierarchical decision-making schemes into the production control. Furthermore, in order to increase the coordination abilities of multi-agent-systems, we follow the decision-making and staff agent architecture suggested in the PROSA reference architecture. We indicate the usage of the framework for designing and implementing an agent-based production control system for semiconductor manufacturing processes in a case study. |
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Keywords: | Agent-based analysis and design Frameworks Production control Complex manufacturing systems Software development |
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