Books Science Nature Process Control System Fault Diagnosis: A Bayesian Approach (Wiley Series In Dynamics And Control Of Electromechanical Systems)

Process Control System Fault Diagnosis: A Bayesian Approach (Wiley Series In Dynamics And Control Of Electromechanical Systems).pdf

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Read online or download a free book: Process Control System Fault Diagnosis: A Bayesian Approach (Wiley Series In Dynamics And Control Of Electromechanical Systems)

Pages: 360

Language: English

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

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Data–:driven Inferential Solutions for Control System Fault Diagnosis

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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.

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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.

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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.


Read online or download a free book: Process Control System Fault Diagnosis: A Bayesian Approach (Wiley Series In Dynamics And Control Of Electromechanical Systems).pdf

Download book - Process Control System Fault Diagnosis: A Bayesian Approach (Wiley Series in Dynamics and Control of Electromechanical Systems) by Ruben Gonzalez, Fei Qi, Biao Huang : Language - English.pdf

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