Marcos Quiñones-Grueiro,
Orestes Llanes-Santiago,
Antônio José Silva Neto
Monitoring Multimode Continuous Processes
A Data-Driven Approach
Gebonden Engels 2020 9783030547370
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9783030547370
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer International Publishing
Lezersrecensies
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Inhoudsopgave
Data-driven Fault Diagnosis.- Multimode Continuous Processes.- Multimode Continuous Processes Clustering.- Multimode Continuous Processes Monitoring.
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