Performance Assessment for Process Monitoring and Fault Detection Methods

Zhang, Kai

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.

Details

Published by: Springer Vieweg

Publication Date: 2016-10-13

Format: Paperback

ISBN-13: 9783658159702

DOI: 10.1007/978-3-658-15971-9

Dimensions: 210cm x148cm

Pages: 153