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Convolutional Neural Networks 1 Generative models 1 Hyper-models 1 Low-dimensional process representations 1 Machine learning 1 Multi-task learning 1 Process modeling 1
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Free 1
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Article 1
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English 1
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Iraki, Tarek 1 Link, Norbert 1
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Journal of Intelligent Manufacturing 1
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EconStor 1
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Generative models for capturing and exploiting the influence of process conditions on process curves
Iraki, Tarek; Link, Norbert - In: Journal of Intelligent Manufacturing 33 (2021) 2, pp. 473-492
Variations of dedicated process conditions (such as workpiece and tool properties) yield different process state evolutions, which are reflected by different time series of the observable quantities (process curves). A novel method is presented, which firstly allows to extract the statistical...
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