Performance Assessment For Process Monitoring And Fault Detection Methods
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Performance Assessment for Process Monitoring and Fault Detection Methods
Author | : Kai Zhang |
Publisher | : Springer |
Total Pages | : 164 |
Release | : 2016-10-04 |
Genre | : Computers |
ISBN | : 3658159715 |
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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.