Monitoring Multimode Continuous Processes

A Data-Driven Approach

von Marcos Quiñones-Grueiro, Orestes Llanes-Santiago, Antônio José Silva Neto

153 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Studies in Systems, Decision and Control
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9783030547400
• Sprache: Englisch
• Erscheinungsdatum: 06.08.2021
• Größe: 23.5 x 15.5 cm
• Verlag: Springer International Publishing