{
"item_title" : "Performance Assessment for Process Monitoring and Fault Detection Methods",
"item_author" : [" Kai Zhang "],
"item_description" : "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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Overview
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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Details
- ISBN-13: 9783658159702
- ISBN-10: 3658159707
- Publisher: Springer Vieweg
- Publish Date: October 2016
- Dimensions: 8.27 x 5.83 x 0.38 inches
- Shipping Weight: 0.48 pounds
- Page Count: 153
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