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Soft Modeling in Industrial Manufacturing

Produktform: E-Buch Text Elektronisches Buch in proprietärem

This 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 has its own specificity, and a characteristic property of industrial data is its high degree of uncertainty. The book also explores a wide spectrum of soft modeling methods with illustrations pertaining to specific cases from diverse industrial processes. In soft modeling the physical nature of phenomena may not be known and may not be taken into consideration. Soft models usually employ simplified mathematical equations derived directly from the data obtained as observations or measurements of the given system. Although soft models may not explain the nature of the phenomenon or system under study, they usually point to its significant features or properties.weiterlesen

Dieser Artikel gehört zu den folgenden Serien

Elektronisches Format: PDF

Sprache(n): Englisch

ISBN: 978-3-030-03201-2 / 978-3030032012 / 9783030032012

Verlag: Springer International Publishing

Erscheinungsdatum: 11.12.2018

Seiten: 196

Herausgegeben von Janusz Kacprzyk, Przemysław Grzegorzewski, Przemyslaw Grzegorzewski, Andrzej Kochański

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