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Autor(en): 
  • Biao Huang
  • Ruben Gonzalez
  • Fei Qi
  • Process Control System Fault Diagnosis: A Bayesian Approach 
     

    (Buch)
    Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 3 Artikel!


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   Auf Bestellung (Lieferzeit unbekannt)
    Veröffentlichung:  September 2016  
    Genre:  Naturwissensch., Medizin, Technik 
     
    Bayessches Verfahren / Chemical Engineering / chemische Verfahrenstechnik / Control Process & Measurements / Control Systems Technology / Electrical & Electronics Engineering / Elektrotechnik u. Elektronik / Maschinenbau / Mechanical Engineering / Mess- u. Regeltechnik / Process Engineering / Prozesssteuerung / Regelungstechnik
    ISBN:  9781118770610 
    EAN-Code: 
    9781118770610 
    Verlag:  Wiley 
    Einband:  Gebunden  
    Sprache:  English  
    Serie:  Wiley Series in Dynamics and Control of Electromechanical Systems  
    Dimensionen:  H 244 mm / B 170 mm / D 22 mm 
    Gewicht:  714 gr 
    Seiten:  360 
    Bewertung: Titel bewerten / Meinung schreiben
    Inhalt:
    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.

      



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