Monitoring Multimode Continuous Processes E-Book

Marcos Quiñones-Grueiro

• Herausgeber: Springer International Publishing
• Kategorie: Wissenschaft und neue Technologien
• Serie: Studies in Systems, Decision and Control
• Sprache: Englisch

Veröffentlichungsjahr: 2020

Beschreibung

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.