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Soft Sensors for Monitoring and Control of Industrial Processes

Soft sensors are inferential estimators, drawing conclusions from process observations when hardware sensors are unavailable or unsuitable; they have an important auxiliary role in sensor validation when performance declines through senescence or fault accumulation. The non-linear behaviour exhibite...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Fortuna, Luigi (Autor), Graziani, Salvatore (Autor), Rizzo, Alessandro (Autor), Xibilia, Maria Gabriella (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2007.
Edición:1st ed. 2007.
Colección:Advances in Industrial Control,
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Soft Sensors in Industrial Applications
  • Virtual Instruments and Soft Sensors
  • Soft Sensor Design
  • Selecting Data from Plant Database
  • Choice of the Model Structure
  • Model Validation
  • Strategies to Improve Soft Sensor Performance
  • Adapting Soft Sensors to Applications
  • Fault Detection, Sensor Validation and Diagnosis.