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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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Fortuna, Luigi (Author), Graziani, Salvatore (Author), Rizzo, Alessandro (Author), Xibilia, Maria Gabriella (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: London : Springer London : Imprint: Springer, 2007.
Edition:1st ed. 2007.
Series:Advances in Industrial Control,
Subjects:
Industrial engineering.
Production engineering.
Control engineering.
Application software.
Chemistry, Technical.
Telecommunication.
Artificial intelligence.
Industrial and Production Engineering.
Control and Systems Theory.
Computer and Information Systems Applications.
Industrial Chemistry.
Communications Engineering, Networks.
Artificial Intelligence.
Online Access:Texto Completo
Table of Contents:
  • 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.

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