Process Control System Fault Diagnosis: A Bayesian Approach (Wiley Series In Dynamics And Control Of Electromechanical Systems).pdf
Read online or download a free book: Process Control System Fault Diagnosis: A Bayesian Approach (Wiley Series In Dynamics And Control Of Electromechanical Systems)
Publisher: Wiley-Blackwell (16 Sept. 2016)
By: Ruben Gonzalez (Author), Fei Qi (Author), Biao Huang (Author)
Book format: pdf doc docx mobi djvu epub ibooks (*An electronic version of a printed book that can be read on a computer or handheld device designed specifically for this purpose.)
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.
: : : : : : : : : : : : 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.
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