Titlebook: Soft Modeling in Industrial Manufacturing; Przemyslaw Grzegorzewski,Andrzej Kochanski,Janusz Book 2019 Springer Nature Switzerland AG 201

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Diagnosis of Out-of-Control Signals in Complex Manufacturing Processesbances. Learning systems such artificial neural networks and classification trees can be used in identification of non-standard out-of-control signals. Finding the root-cases of the process disturbances can be facilitated using advanced models linking the process inputs and process outputs.

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2198-4182 oning in the engineering practice.Presents a wide spectrum oThis book discusses the problems of complexity in industrial data, including the problems of data sources, causes and types of data uncertainty, and methods of data preparation for further reasoning in engineering practice. Each data source

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