Titlebook: Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Lear; Thorsten Wuest Book 2015 Springer In

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Book 2015a and information, this selection support can be directly utilized in, e.g., quality monitoring and advanced process control. Importantly, the method is neither limited to specific products, manufacturing processes or systems, nor by specific quality concepts..

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Thorsten Wueston Security Management. The theme of the first workshop was "E-Government and Security" and was chaired by Leon Strous, CISA (De Nederlandsche Bank NY, The Neth978-1-4757-4737-9978-0-387-35696-9Series ISSN 1868-4238 Series E-ISSN 1868-422X

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Thorsten Wueston Security Management. The theme of the first workshop was "E-Government and Security" and was chaired by Leon Strous, CISA (De Nederlandsche Bank NY, The Neth978-1-4757-4737-9978-0-387-35696-9Series ISSN 1868-4238 Series E-ISSN 1868-422X

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Recapitulation, form of the most important process parameters and state characteristics, the state drivers, of the manufacturing system. These can be directly utilized in, e.g., quality monitoring and advanced process control.

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Introduction, As stated by Albinoet al. (2002), the successful coordination of a manufacturing process is mostly based on a successful handling of information to support process management and other tasks involved. With today’s advanced ICT it becomes possible to process, transfer and store large amounts of data

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Application of Machine Learning to Identify State Drivers,ing domain. Based on this brief general elaboration, SVM algorithms are selected as a suitable ML technique to match the detailed requirements of the stated research problem. In the final subsection, the application of SVM is discussed towards its objective of identification of state drivers in manu

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Application of SVM to Identify Relevant State Drivers, first the scenarios are briefly introduced (for more detail refer to Annex Sect. A.2). The following two subsections focus on the application of the previously introduced research plan on the three scenarios. However, it has to be noted that the scenarios were not evaluated following the presented