MOSAIK: A Formal Model for Self-Organizing Manufacturing Systems

Charpenay V, Schraudner D, Seidelmann T, Spieldenner T, Weise J, Schubotz R, Mostaghim S, Harth A (2020)

Publication Type: Journal article

Publication year: 2020

Journal

IEEE Pervasive Computing Institute of Electrical and Electronics Engineers (IEEE)

DOI: 10.1109/MPRV.2020.3035837

Abstract

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.

Authors with CRIS profile

Victor Charpenay Lehrstuhl für Wirtschaftsinformatik, insbesondere Technische Informationssysteme Daniel Schraudner Lehrstuhl für Wirtschaftsinformatik, insbesondere Technische Informationssysteme Andreas Harth Lehrstuhl für Wirtschaftsinformatik, insbesondere Technische Informationssysteme

Additional Organisation(s)

Lehrstuhl für Wirtschaftsinformatik, insbesondere Technische Informationssysteme

Related research project(s)

Methodik zur selbstorganisierten Aggregation interaktiver Komponenten (MOSAIK) May 1, 2019 - April 30, 2022

Involved external institutions

Otto-von-Guericke-Universität Magdeburg DE Germany (DE) Deutsches Forschungszentrum für Künstliche Intelligenz (DFKI) GmbH DE Germany (DE)

How to cite

APA:

Charpenay, V., Schraudner, D., Seidelmann, T., Spieldenner, T., Weise, J., Schubotz, R.,... Harth, A. (2020). MOSAIK: A Formal Model for Self-Organizing Manufacturing Systems. IEEE Pervasive Computing. https://dx.doi.org/10.1109/MPRV.2020.3035837

MLA:

Charpenay, Victor, et al. "MOSAIK: A Formal Model for Self-Organizing Manufacturing Systems." IEEE Pervasive Computing (2020).

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