MOSAIK: A Formal Model for Self-Organizing Manufacturing Systems
In this article, we review past and current system architectures displaying self-organization in the domain of manufacturing. Based on a corpus of 84 reference papers, we find that multiagent systems (MAS) play a significant role in self-organization, especially MAS featuring bio-inspired algorithms...
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| Veröffentlicht in: | IEEE pervasive computing 2021-01, Vol.20 (1), p.9-18 |
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| creator | Charpenay, Victor Schraudner, Daniel Seidelmann, Thomas Spieldenner, Torsten Weise, Jens Schubotz, Rene Mostaghim, Sanaz Harth, Andreas |
| description | In this article, we review past and current system architectures displaying self-organization in the domain of manufacturing. Based on a corpus of 84 reference papers, we find that multiagent systems (MAS) play a significant role in self-organization, especially MAS featuring bio-inspired algorithms for agent coordination. The emergence of new classes of cyber-physical systems further strengthens the prevalence of MAS on the subject. As outcome of our review, we devise the MOSAIK model, a generic model synthesizing all system architectures found in our corpus. The MOSAIK model can be used as a reference for formally comparing distinct architectures. We also use it to identify gaps for future research on self-organizing manufacturing systems. The model includes the central concepts of Agent and Artifact, which suggest that the Web is an adequate communication infrastructure for modern manufacturing systems: Agents become (autonomous) Web Agents and Artifacts become resources exposed by Web servers. |
| doi_str_mv | 10.1109/MPRV.2020.3035837 |
| format | Article |
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| source | IEEE Electronic Library (IEL) |
| subjects | Algorithms Biological system modeling Complexity theory Computer architecture Cyber-physical systems Manufacturing Multiagent systems Optimization Self-organizing networks Unified modeling language Workstations |
| title | MOSAIK: A Formal Model for Self-Organizing Manufacturing Systems |
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