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Process Model Automation For Industry 4.0: Challenges For Automated Model Generation Based On Laboratory Experiments

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Driven by technological advances and increasing customer demands, the complexity in manufacturing companies is rapidly growing. To manage this complexity numerous architecture standardization initiatives are emerging in the manufacturing industry, e.g. Production Platforms, Reference Architecture Model Industry 4.0 (RAMI4.0), Industrial Internet Reference Architecture (IIRA). Large manufacturing companies are changing their approach towards managing production and are adopting the concept of Production Platforms. Production Platforms can be understood as a set of subsystems and interfaces to create a common architecture to develop both products and production systems simultaneously. The development of the models required in these platforms is often performed manually and it is perceived as very time consuming. A discipline that can support the implementation of Production Platforms is Enterprise Architecture (EA). EA is a discipline that manages the organizing logic of the enterprise and it reflects the integration and standardization requirements of its operating model. Therefore modelling the products, production systems and process is in the scope of EA when applied to the manufacturing industry. In this paper, we develop a new automated EA modelling method relevant also for manufacturing. We tested it in an Industry 4.0 laboratory. This paper is a first step for creating automated EA modelling methods that are general-purpose and applicable in different contexts. With this goal in mind, we outline future research directions based on the limitations and challenges experienced during the laboratory experiments.
Original languageEnglish
JournalCEUR Workshop Proceedings
Volume2218
Pages (from-to)201-215
Number of pages15
ISSN1613-0073
Publication statusPublished - 24 Sep 2018
Event17th International Conference Perspectives in Business Informatics Research (BIR 2018) -
Duration: 24 Sep 201826 Sep 2018
Conference number: 17

Conference

Conference17th International Conference Perspectives in Business Informatics Research (BIR 2018)
Number17
Period24/09/201826/09/2018

Bibliographical note

Joint Proceedings of the BIR 2018 Short Papers, Workshops and Doctoral Consortium co-located with 17th International Conference Perspectives in Business Informatics Research (BIR 2018)

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    Research areas

  • Enterprise Architecture, Enterprise Modelling, Enterprise Modeling, Automatic, Automated, Manufacturing, Production, Smart Production, Industry 4.0, Smart Factory, Digital Twin

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