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A clear understanding of machine interactions paves self-organized and self-optimized value creation in I4.0. Agent-based systems are an option for the realization of such I4.0 architectures. Due to their features, software agents are particularly well suited for representing I4.0 components and enabling I4.0 interactions. Agents are not only able to understand the necessary machine languages, but also the essential mechanisms for self-organization and self-optimization in value creation. The paper focuses on I4.0 scenarios described by the Platform I4.0 that describes challenges for the industry towards its digital future and demonstrates how emerging challenges in the area of I4.0 can be met with the help of agent-based systems.<\/jats:p>","DOI":"10.1515\/auto-2020-0004","type":"journal-article","created":{"date-parts":[[2020,6,2]],"date-time":"2020-06-02T08:48:42Z","timestamp":1591087722000},"page":"445-458","source":"Crossref","is-referenced-by-count":38,"title":["Multi-agent systems to enable Industry 4.0"],"prefix":"10.1515","volume":"68","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2785-8819","authenticated-orcid":false,"given":"Birgit","family":"Vogel-Heuser","sequence":"first","affiliation":[{"name":"Technical University of Munich , Munich , Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5676-8797","authenticated-orcid":false,"given":"Matthias","family":"Seitz","sequence":"additional","affiliation":[{"name":"Technical University of Munich , Munich , Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8386-5568","authenticated-orcid":false,"given":"Luis Alberto","family":"Cruz Salazar","sequence":"additional","affiliation":[{"name":"Technical University of Munich , Munich , Germany"},{"name":"Universidad Antonio Nari\u00f1o , Cartagena , Colombia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8383-5323","authenticated-orcid":false,"given":"Felix","family":"Gehlhoff","sequence":"additional","affiliation":[{"name":"Helmut-Schmidt-University , Hamburg , Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4141-765X","authenticated-orcid":false,"given":"Alaettin","family":"Dogan","sequence":"additional","affiliation":[{"name":"Helmut-Schmidt-University , Hamburg , Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1922-654X","authenticated-orcid":false,"given":"Alexander","family":"Fay","sequence":"additional","affiliation":[{"name":"Helmut-Schmidt-University , Hamburg , Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"374","published-online":{"date-parts":[[2020,6,2]]},"reference":[{"key":"2023033110051067034_j_auto-2020-0004_ref_001_w2aab3b7c22b1b6b1ab2ab1Aa","doi-asserted-by":"crossref","unstructured":"ElMaraghy, H., AlGeddawy, T., Azab, A. & ElMaraghy, W. 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