Monitoring Multimode Continuous Processes: A Data-Driven Approach

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

Book Overview

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.

• Format: Hardcover
• Language: English
• ISBN: 303054737X
• ISBN13: 9783030547370
• Release Date: August 2020
• Publisher: Springer
• Length: 153 Pages
• Weight: 0.94 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"