Monitoring multimode continuous processes [electronic resource] : a data-driven approach / Marcos Quiñones-Grueiro, Orestes Llanes-Santiago, Antônio José Silva Neto.

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Monitoring multimode continuous processes [electronic resource] : a data-driven approach / Marcos Quiñones-Grueiro, Orestes Llanes-Santiago, Antônio José Silva Neto.

9783030547387 (electronic bk.)
3030547388 (electronic bk.)
9783030547394 (print)
3030547396
9783030547400 (print)
303054740X
303054737X
9783030547370

Cham, Switzerland : Springer, 2021.

English

1 online resource.

10.1007/978-3-030-54738-7 doi
10.1007/978-3-030-54

TA169.6

620/.0044

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.

Includes bibliographical references.

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Studies in Systems, Decision and Control Ser.

Print version: 9783030547370

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