Titlebook: IMPROVE - Innovative Modelling Approaches for Production Systems to Raise Validatable Efficiency; Intelligent Methods Oliver Niggemann,Pet

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Concept and Implementation of a Software Architecture for Unifying Data Transfer in Automated Produ of Industrie 4.0. Various sensors, actuators, Programmable Logic Controllers (PLCs), Manufacturing Execution Systems (MES) and Enterprise Resource Planning (ERP) systems produce huge amounts of data and meta data that can hardly be handled by conventional analytic methods. The main goal of this wor

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Social Science Contributions to Engineering Projects: Looking Beyond Explicit Knowledge Through thee engineering purposes and contribute to engineering assignments. This especially concerns eliciting knowledge models and ergonomically optimizing technological design. For this purpose, we report on our findings on socio-technical arrangements within smart factory research initiatives that are part

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Enable learning of Hybrid Timed Automata in Absence of Discrete Events through Self-Organizing Mapse of models, which are often times manually created by experts. However, manual modelling takes a lot of effort and is not suitable for today’s fast-changing systems. Today, the large amount of sensor data provided by modern plants enables data-driven solutions where models are learned from the syst

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Validation of similarity measures for industrial alarm flood analysis?,work. Many methods used to this end involve some sort of a similarity measure to detect similar alarm sequences. However, multiple similarity measures exist and it is not clear which one is best suited for alarm analysis. In this paper, we perform an analysis of the behaviour of the similarity measu