Performance Assessment for Process Monitoring and Fault Detection Methods
Kai Zhang, "Performance Assessment for Process Monitoring and Fault Detection Methods"
English | ISBN: 3658159707 | 2016 | 176 pages | PDF | 3 MB
English | ISBN: 3658159707 | 2016 | 176 pages | PDF | 3 MB
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.