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Soft Modeling in Industrial Manufacturing: 183 (Studies in Systems, Decision and Control, 183) - Tapa dura

Libro 180 de 378: Studies in Systems, Decision and Control
 
9783030032005: Soft Modeling in Industrial Manufacturing: 183 (Studies in Systems, Decision and Control, 183)
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ISBN 10: 3030032000 ISBN 13: 9783030032005
Editorial: Springer, 2019

Sinopsis

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.

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De la contraportada

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2019
Idioma
Inglés
ISBN 10 
3030032000
ISBN 13 
9783030032005
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
208
Editor
Kochanski Andrzej, Kacprzyk Janusz, Grzegorzewski Przemyslaw
Contacto del fabricante
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

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