Monitoring multimode continuous processes : a data-driven approach

Monitoring multimode continuous processes a data-driven approach

Data-driven Fault Diagnosis -- Multimode Continuous Processes -- Multimode Continuous Processes Clustering -- Multimode Continuous Processes Monitoring.

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Bibliographische Detailangaben
1. Verfasser: Quiñones-Grueiro, Marcos (VerfasserIn)
Weitere Verfasser: Llanes Santiago, Orestes (VerfasserIn), Silva Neto, Antônio José (VerfasserIn)
Format: UnknownFormat
Sprache:eng
Veröffentlicht: Cham Springer 2021
Schriftenreihe:Studies in systems, decision and control 309
Schlagworte:
Computational intelligence. > Engineering—Data processing. > Engineering mathematics.
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Beschreibung
Zusammenfassung:Data-driven Fault Diagnosis -- Multimode Continuous Processes -- Multimode Continuous Processes Clustering -- Multimode Continuous Processes Monitoring.
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.
Beschreibung:xx, 153 Seiten
ISBN:9783030547370
978-3-030-54737-0