{"product_id":"process-control-system-fault-diagnosis-a-bayesian-approach","title":"Process Control System Fault Diagnosis: A Bayesian Approach","description":"\u003cp\u003eProcess 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.\u003c\/p\u003e","brand":"Ruben Gonzalez","offers":[{"title":"Default Title","offer_id":51667442991320,"sku":"9781118770610","price":1365.0,"currency_code":"EGP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0807\/5572\/0408\/files\/71YuWEXxmuL._SL1500.jpg?v=1778576497","url":"https:\/\/www.abcacademic.com\/products\/process-control-system-fault-diagnosis-a-bayesian-approach","provider":"Academic Bookshop Co.","version":"1.0","type":"link"}