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Process Control System Fault Diagnosis : A Bayesian Approach, Hardback Book

Process Control System Fault Diagnosis : A Bayesian Approach Hardback

Part of the Wiley Series in Dynamics and Control of Electromechanical Systems series

Description

Process Control System Fault Diagnosis: A Bayesian Approach Ruben T.

Gonzalez, University of Alberta, Canada Fei Qi, Suncor Energy Inc., Canada Biao Huang, University of Alberta, Canada Data-driven Inferential Solutions for Control System Fault Diagnosis A typical modern process system consists of hundreds or even thousands of control loops, which are overwhelming for plant personnel to monitor.

The main objectives of this book are to establish a new framework for control system fault diagnosis, to synthesize observations of different monitors with a prior knowledge, and to pinpoint possible abnormal sources on the basis of Bayesian theory.

Process Control System Fault Diagnosis: A Bayesian Approach consolidates results developed by the authors, along with the fundamentals, and presents them in a systematic way.

The book provides a comprehensive coverage of various Bayesian methods for control system fault diagnosis, along with a detailed tutorial.

The book is useful for graduate students and researchers as a monograph and as a reference for state-of-the-art techniques in control system performance monitoring and fault diagnosis. Since several self-contained practical examples are included in the book, it also provides a place for practicing engineers to look for solutions to their daily monitoring and diagnosis problems.

Key features: A comprehensive coverage of Bayesian Inference for control system fault diagnosis.

Theory and applications are self-contained. Provides detailed algorithms and sample Matlab codes.

Theory is illustrated through benchmark simulation examples, pilot-scale experiments and industrial application.

Process Control System Fault Diagnosis: A Bayesian Approach is a comprehensive guide for graduate students, practicing engineers, and researchers who are interests in applying theory to practice.

Information

  • Format: Hardback
  • Pages: 360 pages
  • Publisher: John Wiley & Sons Inc
  • Publication Date:
  • Category: Chemical engineering
  • ISBN: 9781118770610

£94.50

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