Performance Assessment for Process Monitoring and Fault Detection Methods

• Main Author: Zhang, Kai (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Wiesbaden : Springer Fachmedien Wiesbaden : Imprint: Springer Vieweg, 2016.
• Subjects: Computer science.; Chemical engineering.; Mathematical statistics.; System theory.; Control engineering.; Computer Science.; Probability and Statistics in Computer Science.; Control.; Industrial Chemistry/Chemical Engineering.; Systems Theory, Control.

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 intere...

Table of Contents:

• Assessing the performance of T2 and Q fault detection statistics
• Proposing a new performance evaluation index called expected detection delay (EDD)
• Assessing the performance of different PM-FD methods using EDD when applied to detecting different types of faults
• Assessing the state-space-based PM-FD methods when applied to a real hot strip mill process.