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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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Ding, Steven X. (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: London : Springer London : Imprint: Springer, 2014.
Edition:1st ed. 2014.
Series:Advances in Industrial Control,
Subjects:
Engineering design.
Control engineering.
Engineering Design.
Control and Systems Theory.
Online Access:Texto Completo
Table of Contents:
  • 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.

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