Bøger af Kai Zhang

Optogenetics represents a breakthrough technology capable of dynamically modulating molecular and cellular activity in live cells with high precision. This transformative technology made it possible to reversibly interrogate protein actions, cellular events, and animal behaviors with a flash of light.

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.