Cover Image

Fault detection and diagnosis in industrial systems /

Show other versions (1)

Early and accurate fault detection and diagnosis for modern chemical plants can minimize downtime, increase the safety of plant operations, and reduce manufacturing costs. This book presents the theoretical background and practical techniques for data-driven process monitoring. It demonstrates the a...

Full description

Bibliographic Details
Main Author: Chiang, Leo H., 1975-
Other Authors: Braatz, Richard D., 1966-, Russell, Evan, 1972-
Format: Book
Language:English
Published: London ; New York : Springer, [2001]
Series:Advanced textbooks in control and signal processing.
Subjects:
Chemical process control.
Fault location (Engineering)
Online Access:Table of contents only
Publisher description
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
  • References
  • Index.