Machine learning and simulation-based surrogate modeling for improved process chain operation

In this contribution, a concept is presented that combines different simulation paradigms during the engineering phase. These methods are transferred into the operation phase by the use of data-based surrogates. As an virtual production scenario, the process combination of thermoforming continuous f...

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Veröffentlicht in:International journal of advanced manufacturing technology 2021-12, Vol.117 (7-8), p.2297-2307
Hauptverfasser: Hürkamp, André, Gellrich, Sebastian, Dér, Antal, Herrmann, Christoph, Dröder, Klaus, Thiede, Sebastian
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Sprache:eng
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