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Fault Detection and Diagnosis in Industrial Systems /

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Early and accurate fault detection and diagnosis for modern chemical plants can minimise downtime, increase the safety of plant operations, and reduce manufacturing costs. The process monitoring techniques that have been most effective in practice are based on models constructed almost entirely from...

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Bibliographic Details
Main Author: Chiang, Leo H.
Corporate Author: SpringerLink (Online service)
Other Authors: Russell, Evan L., Braatz, Richard D.
Format: eBook
Language:English
Published: London : Springer London, 2001.
Series:Advanced textbooks in control and signal processing.
Subjects:
Engineering.
Chemical engineering.
Data structures (Computer science)
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Introduction
  • Multivariate Statistics
  • Pattern Classification
  • Principal Component Analysis
  • Fisher Discriminant Analysis
  • Partial Least Squares
  • Canonical Variate Analysis
  • Tennessee Eastman Process
  • Application Description
  • Results and Discussion
  • Analytical Methods
  • Knowledge-based Methods.