Titlebook: Internet of Production; Fundamentals, Method Christian Brecher,Günther Schuh,Melanie Padberg Living reference work‘‘‘‘‘‘‘‘ 20230th edition

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Improving Manufacturing Efficiency for Discontinuous Processes by Methodological Cross-Domain Knowlrse production technologies, among them high-pressure die casting, surface engineering, plastics injection molding, open-die forging, and automated tape placement. Finally, a holistic and general framework is illustrated covering the main concepts regarding the transfer of mature models into product

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Improving Shop Floor-Near Production Management Through Data-Driven Insights,n production and compares the performance of trained reinforcement learning agents to traditional methods. In the two applications . and . the potentials of process mining in the context of production management are investigated. While the . application is designed to identify and mitigate performan

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Internet of Production: Challenges, Potentials, and Benefits for Production Processes due to Novel ny basic tasks as well as processing of large data sets to achieve process understanding and derive appropriate measures. This chapter illustrates requirements for digital systems to be created and benefits derived by different novel systems. Furthermore, because modern systems have to incorporate n

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Managing Growing Uncertainties in Long-Term Production Management,rom production and the environment. In addition, a linking of the applications is being pursued:.The . creates transparency about existing production knowledge through the data-based identification of comparable production processes in the production network and helps to share best practices between

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Material Solutions to Increase the Information Density in Mold-Based Production Systems, and subsequent application of physical vapor deposition and thermal spraying-based smart multilayer coatings with sensor and actuator capabilities. The coating system is refined by selective laser patterning to facilitate the integration onto complex shape molding tool surfaces. Furthermore, molecu

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,Materials in the Drive Chain – Modeling Materials for the Internet of Production,ng. Several modeling and characterization approaches are applied to quantitatively describe the microstructure evolutions in terms of porosity during sintering, density profile after cold rolling, hardness and residual stresses after heat treating and grinding and the tooth root load bearing capacit

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