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Studies in Systems, Decision and Control

Soft Modeling in Industrial Manufacturing

Editors: Grzegorzewski, Przemysław, Kochanski, Andrzej, Kacprzyk, Janusz (Eds.)

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  • Discusses the problems of industrial data and it overall complexity, as well as methods of dealing with preparing this type of data for reasoning in the engineering practice
  • Presents a wide spectrum of soft modeling methods, with illustrations pertaining to specific cases, coming from diverse kinds of industrial processes
  • Includes recent research in soft modeling in industrial manufacturing
  • Offers a variety of applications and diverse methodologies relating to with a wide range of soft modeling methods
  • Provides an analysis of a specific practical problem in each chapter, in addition to a detailed discussion of the proposed modeling method
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  • ISBN 978-3-030-03201-2
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Hardcover $149.99
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About this book

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.

Table of contents (10 chapters)

Table of contents (10 chapters)

Buy this book

eBook $109.00
price for Mexico (gross)
  • ISBN 978-3-030-03201-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.99
price for Mexico
  • ISBN 978-3-030-03200-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Soft Modeling in Industrial Manufacturing
Editors
  • Przemysław Grzegorzewski
  • Andrzej Kochanski
  • Janusz Kacprzyk
Series Title
Studies in Systems, Decision and Control
Series Volume
183
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-03201-2
DOI
10.1007/978-3-030-03201-2
Hardcover ISBN
978-3-030-03200-5
Series ISSN
2198-4182
Edition Number
1
Number of Pages
X, 196
Number of Illustrations
57 b/w illustrations, 33 illustrations in colour
Topics