Monitoring multimode continuous processes: a data-driven approach
Auteur :
Quiñones-Grueiro, Marcos / Llanes-Santiago, Orestes / Silva Neto, Antônio José
Éditeur :
Springer Nature Switzerland AG
ISBN :
9783030547400
Date de publication :
6 août 2021
Dimensions :
23,5 x 15,5 cm
Langue :
Anglais
Pays d'origine :
Suisse
This book examines recent methods for data-driven fault diagnosis of 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.