Performance assessment for process monitoring and fault detection methods
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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.
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Performance assessment for process monitoring and fault detection methods, Kai Zhang
- Sprache
- Erscheinungsdatum
- 2016
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- Titel
- Performance assessment for process monitoring and fault detection methods
- Sprache
- Englisch
- Autor*innen
- Kai Zhang
- Verlag
- Springer Vieweg
- Erscheinungsdatum
- 2016
- ISBN10
- 3658159707
- ISBN13
- 9783658159702
- Kategorie
- Skripten & Universitätslehrbücher
- Beschreibung
- 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.