The four essential Industry 4.0 design principles information transparency, technical assistance, interconnection and decentralized decisions introduce new requirements to industrial systems. These requirements often bring the challenge of integrating information technology (IT) solutions, which are prevalent on the office floor level of a production facility and operational technology (OT) solutions, which are found on its shop floor. Due to the different characteristics of the worlds of IT and OT, however, this requires bringing together the needs of different stakeholders with often contradicting system requirements, which leads to increased overall system complexity. The Reference Architecture Model Industrie 4.0 (RAMI4.0) has been proposed to address challenges for the design of Industry 4.0 production systems, however, while developing industrial system architectures is strongly encouraged with this three-dimensional model, it is known to be difficult to apply to actual projects. Thus, in this work, we demonstrate Model-based Systems Engineering (MBSE) along with a practical application of RAMI4.0. Both, IT and OT system complexity, are being reduced by abstracting system functionality, thus making it easier to understand and meet requirements for both sides. We demonstrate the interconnection of domain-specific models during the system architecture development phase, thus reducing system complexity when integrating IT and OT solutions. Our result is evaluated with the gamified scenario of playing the game of Nine Men's Morris using geographically distributed robot cells.
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