Performance Assessment for Process Monitoring and Fault Detection Methods

1. Introduction
Kai Zhang

2. Basics of fault detection and performance evaluation techniques
Kai Zhang

3. Common test statistics for fault detection
Kai Zhang

4. KPI-based PM-FD methods for static processes
Kai Zhang

5. KPI-based PM-FD methods for steady-state dynamic processes: Two DPLS-based methods
Kai Zhang

6. KPI-based PM-FD methods for dynamic processes
Kai Zhang

7. Benchmark study and industrial application
Kai Zhang

8. Conclusions and future work
Kai Zhang

Avainsanat: Computer Science, Probability and Statistics in Computer Science, Control, Industrial Chemistry/Chemical Engineering, Systems Theory, Control