Performance Assessment for Process Monitoring and Fault Detection Methods - Couverture souple

Zhang, Kai

Couverture souple

ISBN 10 : 3658159707 ISBN 13 : 9783658159702

Editeur : Springer Vieweg, 2016

Synopsis

The objective of Kai Zhang and his research is to assess the existing process monitoring and fault detection (PM-FD) methods. His aim is to provide suggestions and guidance for choosing appropriate PM-FD methods, because the performance assessment study for PM-FD methods has become an area of interest in both academics and industry. The author first compares basic FD statistics, and then assesses different PM-FD methods to monitor the key performance indicators of static processes, steady-state dynamic processes and general dynamic processes including transient states. He validates the theoretical developments using both benchmark and real industrial processes.

A propos du livre

À propos de l?auteur

Kai Zhang has just finished his PhD defense. His research area covers multivariate statistical process monitoring (PM) methods, data-driven fault detection (FD) methods and performance evaluation for PM-FD methods.

Détails de l'édition

• Éditeur: Springer Vieweg
• Date d'édition: 2016
• Langue: anglais
• ISBN 10: 3658159707
• ISBN 13: 9783658159702
• Reliure: Broché
• Numéro d'édition: 1
• Nombre de pages: 176
• Coordonnées du fabricant: non disponible
• Personne responsable: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Allemagne