Monitoring Multimode Continuous Processes A Data-Driven Approach

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Synopsis

This book examines recent methods for data-driven fault diagnosis of multimode continuous processes. It formalizes, generalizes, and systematically presents the main concepts, and approaches required to design fault diagnosis methods for multimode continuous processes. The book provides both theoretical and practical tools to help readers address the fault diagnosis problem by drawing data-driven methods from at least three different areas: statistics, unsupervised, and supervised learning.

Book details

Edition:
1st ed. 2021
Series:
Studies in Systems, Decision and Control (Book 309)
Author:
Marcos Quiñones-Grueiro, Orestes Llanes-Santiago, Antônio José Silva Neto
ISBN:
9783030547387
Related ISBNs:
9783030547370
Publisher:
Springer International Publishing
Pages:
N/A
Reading age:
Not specified
Includes images:
Yes
Date of addition:
2020-09-04
Usage restrictions:
Copyright
Copyright date:
2021
Copyright by:
Springer Nature Switzerland AG 
Adult content:
No
Language:
English
Categories:
Computers and Internet, Nonfiction, Technology