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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