Monitoring multimode continuous processes : a data-driven approach / Marcos Quiñones-Grueiro, Orestes Llanes-Santiago, Antônio José Silva Neto.
Quiñones-Grueiro, Marcos.; Llanes-Santiago, Orestes.; Neto, Antônio José Silva.
2021
TA169.6
Available Online

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Title Monitoring multimode continuous processes : a data-driven approach / Marcos Quiñones-Grueiro, Orestes Llanes-Santiago, Antônio José Silva Neto.
Author Quiñones-Grueiro, Marcos.
ISBN 9783030547387 (electronic bk.)
3030547388 (electronic bk.)
9783030547394 (print)
3030547396
9783030547400 (print)
303054740X
303054737X
9783030547370
DOI https://doi.org/10.1007/978-3-030-54738-7
Imprint Cham, Switzerland : Springer, 2021.
Language English
Description 1 online resource
Other Standard Identifiers 10.1007/978-3-030-54738-7 doi
10.1007/978-3-030-54
Call Number TA169.6
Dewey Decimal Classification 620/.0044
Summary 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.
Bibliography, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Digital File Characteristics text file
PDF
Added Author Llanes-Santiago, Orestes.
Neto, Antônio José Silva.
Series Studies in Systems, Decision and Control Ser.
Available in Other Form Print version: 9783030547370
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
Data-driven Fault Diagnosis
Multimode Continuous Processes
Multimode Continuous Processes Clustering
Multimode Continuous Processes Monitoring.

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