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Monitoring Multimode Continuous Processes

Monitoring Multimode Continuous Processes

Antônio José Silva Neto / Marcos Quiñones-Grueiro / Orestes Llanes-Santiago

134,52 €
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Editorial:
Springer Nature B.V.
Año de edición:
2020
Materia
Ingeniería: general
ISBN:
9783030547370

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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.

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