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Titlebook: Smart Agents for the Industry 4.0; Enabling Machine Lea Max Hoffmann Book 2019 Springer Fachmedien Wiesbaden GmbH, part of Springer Nature

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on-making in industrial manufacturing processes by means of multi-agent systems and the OPC UA meta-modeling standard. The integration of communication patterns and SOA with grown manufacturing systems enables an upgrade of legacy environments in terms of Industry 4.0 related technologies. The added
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Problem Description and Fundamental Concepts,ncy demands of a factory that is able to reconfigure itself by means of up-to-date information from the field. Fundamental concepts of modern industrial manufacturing deliver a brief description of industrial manufacturing prior to a basic characterization of emerged manufacturing systems in current factories.
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,Agent OPC UA – Semantic Scalability and Interoperability Architecture for Multi-Agent Systems throuhave to faced with regard to current state-of-the-art solutions for the communication in such dynamic networks. Furthermore, a critical discussion of the conventional information exchange methodologies o ered some fundamental weaknesses in terms of semantic scalability, extensibility and flexibility in terms communication within MAS.
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Introduction,cial intelligence and big data are major trends in all sectors of modern life. Especially industrial production is significantly affected by the changes that are implied through an application of these forecasting technologies.
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Architecture of a Framework For Real-Time Interoperable Factories,ntals, it is the aim of this chapter to outline an architectural approach that takes into account these requirements. The challenges in terms of the derivation of an agent-based/HMS inspired architecture regarding novel manufacturing systems are very well pointed out by Shen and Norrie (1999), Jin-H
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,Agent OPC UA – Semantic Scalability and Interoperability Architecture for Multi-Agent Systems throuself-organizing and decentralized systems. Means to realize such architecture in practical applications were pointed out despite the limitations that have to faced with regard to current state-of-the-art solutions for the communication in such dynamic networks. Furthermore, a critical discussion of
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