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Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems

Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems presents basic statistical process monitoring, fault diagnosis, and control methods, and introduces advanced data-driven schemes for the design of fault diagnosis and fault-tolerant control systems catering to the needs of dyna...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Ding, Steven X. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Colección:Advances in Industrial Control,
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • From the Contents: Introduction
  • Objectives, tasks and basic concepts
  • An introduction to the representative technical processes
  • Data-driven realization of the basic GLR scheme
  • Principal component analysis, its variations and applications
  • Partial least squares, its variations and applications.