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

Book 180 of 378: Studies in Systems, Decision and Control
 
9783030032005: Soft Modeling in Industrial Manufacturing: 183 (Studies in Systems, Decision and Control, 183)
Hardcover
ISBN 10: 3030032000 ISBN 13: 9783030032005
Publisher: Springer, 2019

Synopsis

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.

"synopsis" may belong to another edition of this title.

From the Back Cover

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.

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
2019
Language
English
ISBN 10 
3030032000
ISBN 13 
9783030032005
Binding
Hardcover
Edition number
1
Number of pages
206
Editor
Grzegorzewski Przemyslaw, Kochanski Andrzej, Kacprzyk Janusz

Other Popular Editions of the Same Title

9783030032029: Soft Modeling in Industrial Manufacturing

Featured Edition

ISBN 10:  3030032027 ISBN 13:  9783030032029
Publisher: Springer, 2019
Softcover