Monitoring multimode continuous processes : a data-driven approach
Author(s)
Bibliographic Information
Monitoring multimode continuous processes : a data-driven approach
（Studies in systems, decision and control / series editor Janusz Kacprzyk, v. 309）
Springer, c2021
- : hardback
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Note
Includes bibliographical references
Description and Table of Contents
Description
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.
Table of Contents
Data-driven Fault Diagnosis.- Multimode Continuous Processes.- Multimode Continuous Processes Clustering.- Multimode Continuous Processes Monitoring.
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