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Performance Assessment for Process Monitoring and Fault Detection Methods
Paperback
Technology & EngineeringApplicationsChemistry
ISBN13: 9783658159702
Publisher: Springer Nature
Published: Oct 13 2016
Pages: 153
Weight: 0.48
Height: 0.38 Width: 5.83 Depth: 8.27
Language: English
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.
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