ENGLISH

Performance Assessment for Process Monitoring and Fault Detection Methods

By Kai Zhang (auth.)

Book information

Publisher
Springer Vieweg
Year
2016
ISBN
978-3-658-15970-2, 978-3-658-15971-9
DOI
10.1007/978-3-658-15971-9
Language
english
Format
PDF
Filesize
3 MB (2823562 bytes)
Edition
1
Pages
XXI, 153\164
Time added
2016-11-20 09:00:00
ControlProbability and Statistics in Computer Science;Con

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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