Monitoring multimode continuous processes : a data-driven approach
著者
書誌事項
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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注記
Includes bibliographical references
内容説明・目次
内容説明
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.
目次
Data-driven Fault Diagnosis.- Multimode Continuous Processes.- Multimode Continuous Processes Clustering.- Multimode Continuous Processes Monitoring.
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