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Process Control System Fault Diagnosis

Process Control System Fault Diagnosis

A Bayesian Approach

by Biao HuangFei Qi and Ruben Gonzalez
Hardback
Publication Date: 23/09/2016

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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.

ISBN:
9781118770610
9781118770610
Category:
Chemical engineering
Format:
Hardback
Publication Date:
23-09-2016
Language:
English
Publisher:
John\Wiley#& Sons, Limited
Country of origin:
United Kingdom
Dimensions (mm):
246.4x175.3x22.9mm
Weight:
0.68kg

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