Performance Assessment for Process Monitoring and Fault Detection Methods

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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Zhang, Kai (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Wiesbaden : Springer Fachmedien Wiesbaden : Imprint: Springer Vieweg, 2016.
Edición:1st ed. 2016.
Temas:
Computer science-Mathematics.
Mathematical statistics.
Control engineering.
Chemistry, Technical.
System theory.
Control theory.
Probability and Statistics in Computer Science.
Control and Systems Theory.
Industrial Chemistry.
Systems Theory, Control .
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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