Studies in Systems, Decision and Control: A Data-Driven Approach

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

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.

Details

Published by: Springer

Publication Date: 2021-08-06

Format: Paperback

ISBN-13: 9783030547400

DOI: 10.1007/978-3-030-54738-7

Dimensions: 235cm x155cm

Pages: 153