Process Monitoring and Fault Diagnosis Based on Multivariable Statistical Analysis

Language: English

Published by Springer, Springer Mär 2025, 2025

9819987776 / 9789819987771

Series: Book 19 of 20 - Engineering Applications of Computational Methods

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This item is printed on demand - Print on Demand Titel. Neuware -This book reports recent developments of the multivariate statistical process control (MSPC) methods for industrial process monitoring and fault diagnosis. Specifically, this book gives an overview of recently developed methods in different aspects, namely system-wide process monitoring, quality-related time-varying process monitoring, quality-related dynamic process monitoring, quality-related complex nonlinear process monitoring, and quality-related fault subspace extraction for fault diagnosis, non-Gaussian process monitoring and fault diagnosis, etc. In order to help readers understand and master the new methods, before presenting each new method in each chapter, a specialized section is provided to review the closely related several basis models. Throughout the book, detailed steps of new methods are provided, and all new algorithms or methods proposed by us are tested and verified by numerical simulations or Tennessee Eastman benchmark chemical process. Readers find illustrative demonstration examples on a range of industrial processes to study and the present deficiency and recent developments of the MSPC methods for industrial processes monitoring and fault diagnosis, by learning from the authors' latest achievements or new methods around the practical industrial needs. This book is assimilated by advanced undergraduates and graduate students, as well as industrial and process engineering researchers and practitioners.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 336 pp. Englisch.…

Seller Inventory # 9789819987771

Title
Process Monitoring and Fault Diagnosis Based on Multivariable Statistical Analysis
Author
Xiangyu Kong
Publisher
Springer, Springer Mär 2025
Publication year
2025
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
9819987776
ISBN 13
9789819987771
Item weight
572 grams
Dimensions
235x155x18 mm
Series
Book 19 of 20: Engineering Applications of Computational Methods

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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