Monitoring Multimode Continuous Processes

丛 书 名：Studies in Systems, Decision and Control

版本说明：1

作     者：Marcos Quiñones-Grueiro Orestes Llanes-Santiago Antônio José Silva Neto 

I S B N：(纸本) 9783030547370;9783030547400 

出 版 社：Springer Cham 

出 版 年：1000年

页      数：XX, 153页

主 题 词：Computational Intelligence Data Engineering Engineering Mathematics 

摘      要：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.