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Titlebook: Machine Learning for Cyber Physical Systems; Selected papers from Jürgen Beyerer,Alexander Maier,Oliver Niggemann Conference proceedings 20

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Prescriptive Maintenance of CPPS by Integrating Multimodal Data with Dynamic Bayesian Networks,s. Maintenance in the era of Industry 4.0 should, therefore, advances prediction, adaptation and optimization capabilities in horizontally and vertically integrated CPPS environment. This paper contributes to the literature on knowledge-based maintenance by providing a new model of prescriptive main
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Differential Evolution in Production Process Optimization of Cyber Physical Systems,processes in modern industrial machines, without having in depth knowledge of the inner workings of production units. Therefor, sensor data is recorded and certain properties like manufacturing time or quality are introduced as new fitness criteria for the evolutionary computing algorithm. This is d
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