Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems

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  • Author : Hamid Reza Karimi
  • Publisher : Academic Press
  • Pages : 419 pages
  • ISBN : 0128224886
  • Rating : /5 from reviews
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Download or Read online Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems full in PDF, ePub and kindle. this book written by Hamid Reza Karimi and published by Academic Press which was released on 05 June 2021 with total page 419 pages. We cannot guarantee that Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems book is available in the library, click Get Book button and read full online book in your kindle, tablet, IPAD, PC or mobile whenever and wherever You Like. Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems gives a systematic description of the many facets of envisaging, designing, implementing, and experimentally exploring emerging trends in fault diagnosis and failure prognosis in mechanical, electrical, hydraulic and biomedical systems. The book is devoted to the development of mathematical methodologies for fault diagnosis and isolation, fault tolerant control, and failure prognosis problems of engineering systems. Sections present new techniques in reliability modeling, reliability analysis, reliability design, fault and failure detection, signal processing, and fault tolerant control of engineering systems. Sections focus on the development of mathematical methodologies for diagnosis and prognosis of faults or failures, providing a unified platform for understanding and applicability of advanced diagnosis and prognosis methodologies for improving reliability purposes in both theory and practice, such as vehicles, manufacturing systems, circuits, flights, biomedical systems. This book will be a valuable resource for different groups of readers – mechanical engineers working on vehicle systems, electrical engineers working on rotary machinery systems, control engineers working on fault detection systems, mathematicians and physician working on complex dynamics, and many more. Presents recent advances of theory, technological aspects, and applications of advanced diagnosis and prognosis methodologies in engineering applications Provides a series of the latest results, including fault detection, isolation, fault tolerant control, failure prognosis of components, and more Gives numerical and simulation results in each chapter to reflect engineering practices

Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems

Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems
  • Author : Hamid Reza Karimi
  • Publisher : Academic Press
  • Release : 05 June 2021
GET THIS BOOK Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems

Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems gives a systematic description of the many facets of envisaging, designing, implementing, and experimentally exploring emerging trends in fault diagnosis and failure prognosis in mechanical, electrical, hydraulic and biomedical systems. The book is devoted to the development of mathematical methodologies for fault diagnosis and isolation, fault tolerant control, and failure prognosis problems of engineering systems. Sections present new techniques in reliability modeling, reliability analysis, reliability design, fault and failure detection, signal

Bond Graphs for Modelling Control and Fault Diagnosis of Engineering Systems

Bond Graphs for Modelling  Control and Fault Diagnosis of Engineering Systems
  • Author : Wolfgang Borutzky
  • Publisher : Springer
  • Release : 31 December 2016
GET THIS BOOK Bond Graphs for Modelling Control and Fault Diagnosis of Engineering Systems

This book presents theory and latest application work in Bond Graph methodology with a focus on: • Hybrid dynamical system models, • Model-based fault diagnosis, model-based fault tolerant control, fault prognosis • and also addresses • Open thermodynamic systems with compressible fluid flow, • Distributed parameter models of mechanical subsystems. In addition, the book covers various applications of current interest ranging from motorised wheelchairs, in-vivo surgery robots, walking machines to wind-turbines.The up-to-date presentation has been made possible by experts who are active members of

Fault Diagnosis of Hybrid Dynamic and Complex Systems

Fault Diagnosis of Hybrid Dynamic and Complex Systems
  • Author : Moamar Sayed-Mouchaweh
  • Publisher : Springer
  • Release : 27 March 2018
GET THIS BOOK Fault Diagnosis of Hybrid Dynamic and Complex Systems

Online fault diagnosis is crucial to ensure safe operation of complex dynamic systems in spite of faults affecting the system behaviors. Consequences of the occurrence of faults can be severe and result in human casualties, environmentally harmful emissions, high repair costs, and economical losses caused by unexpected stops in production lines. The majority of real systems are hybrid dynamic systems (HDS). In HDS, the dynamical behaviors evolve continuously with time according to the discrete mode (configuration) in which the system

Model based Health Monitoring of Hybrid Systems

Model based Health Monitoring of Hybrid Systems
  • Author : Danwei Wang,Ming Yu,Chang Boon Low,Shai Arogeti
  • Publisher : Springer Science & Business Media
  • Release : 23 May 2013
GET THIS BOOK Model based Health Monitoring of Hybrid Systems

This book systematically presents a comprehensive framework and effective techniques for in-depth analysis, clear design procedure, and efficient implementation of diagnosis and prognosis algorithms for hybrid systems. It offers an overview of the fundamentals of diagnosis\prognosis and hybrid bond graph modeling. This book also describes hybrid bond graph-based quantitative fault detection, isolation and estimation. Moreover, it also presents strategies to track the system mode and predict the remaining useful life under multiple fault condition. A real world complex hybrid

Fault Diagnosis and Prognosis System for Aircraft

Fault Diagnosis and Prognosis System for Aircraft
  • Author : Zefeng Wang
  • Publisher : Unknown
  • Release : 20 January 2022
GET THIS BOOK Fault Diagnosis and Prognosis System for Aircraft

The goal of this thesis is to build an effective and practical intelligent system to diagnose and prognose aircraft faults. My research focuses on “The MOdeling, DIagnosis and PROgnosis (MODIPRO)” faults in complex systems. This work is a part of a project entitled FUI MODIPRO which is supported by Dassault Aviation. The objective of this project is to research and develop a software solution MODIPRO Version 0 and put it on the aviation market. This software solution can analyze a huge

Machine Learning and Knowledge Discovery for Engineering Systems Health Management

Machine Learning and Knowledge Discovery for Engineering Systems Health Management
  • Author : Ashok N. Srivastava,Jiawei Han
  • Publisher : CRC Press
  • Release : 16 November 2011
GET THIS BOOK Machine Learning and Knowledge Discovery for Engineering Systems Health Management

Machine Learning and Knowledge Discovery for Engineering Systems Health Management presents state-of-the-art tools and techniques for automatically detecting, diagnosing, and predicting the effects of adverse events in an engineered system. With contributions from many top authorities on the subject, this volume is the first to bring together the two areas of machine learning and systems health management. Divided into three parts, the book explains how the fundamental algorithms and methods of both physics-based and data-driven approaches effectively address systems health

Machine Learning and Knowledge Discovery for Engineering Systems Health Management

Machine Learning and Knowledge Discovery for Engineering Systems Health Management
  • Author : Ashok N. Srivastava,Jiawei Han
  • Publisher : CRC Press
  • Release : 19 April 2016
GET THIS BOOK Machine Learning and Knowledge Discovery for Engineering Systems Health Management

This volume presents state-of-the-art tools and techniques for automatically detecting, diagnosing, and predicting the effects of adverse events in an engineered system. It emphasizes the importance of these techniques in managing the intricate interactions within and between engineering systems to maintain a high degree of reliability. Reflecting the interdisciplinary nature of the field, the book explains how the fundamental algorithms and methods of both physics-based and data-driven approaches effectively address systems health management in application areas such as data centers,

Business Information Systems

Business Information Systems
  • Author : Witold Abramowicz,Adrian Paschke
  • Publisher : Springer
  • Release : 11 July 2018
GET THIS BOOK Business Information Systems

This book constitutes the proceedings of the 21st International Conference on Business Information Systems, BIS 2018, held in Berlin, Germany, in July 2018. The BIS conference follows popular research trends, both in the academic and the business domain. Thus the theme of BIS 2018 was "Digital Transformation - An Imperative in Today's Business Markets". The 30 papers presented in this volume were carefully reviewed and selected from 96 submissions. They were organized in topical sections named: big and smart data and artificial intelligence; business and

A Model Based Framework for Fault Diagnosis and Prognosis of Dynamical Systems with an Application to Helicopter Transmissions

A Model Based Framework for Fault Diagnosis and Prognosis of Dynamical Systems with an Application to Helicopter Transmissions
  • Author : Romano Patrick-Aldaco
  • Publisher : Unknown
  • Release : 20 January 2022
GET THIS BOOK A Model Based Framework for Fault Diagnosis and Prognosis of Dynamical Systems with an Application to Helicopter Transmissions

The thesis presents a framework for integrating models, simulation, and experimental data to diagnose incipient failure modes and prognosticate the remaining useful life of critical components, with an application to the main transmission of a helicopter. Although the helicopter example is used to illustrate the methodology presented, by appropriately adapting modules, the architecture can be applied to a variety of similar engineering systems. Models of the kind referenced are commonly referred to in the literature as physical or physics-based models.

Integrated System Health Management

Integrated System Health Management
  • Author : Jiuping Xu,Lei Xu
  • Publisher : Academic Press
  • Release : 18 May 2017
GET THIS BOOK Integrated System Health Management

ISHM is an innovative combination of technologies and methods that offers solutions to the reliability problems caused by increased complexities in design, manufacture, use conditions, and maintenance. Its key strength is in the successful integration of reliability (quantitative estimation of successful operation or failure), "diagnosibility" (ability to determine the fault source), and maintainability (how to maintain the performance of a system in operation). It draws on engineering issues such as advanced sensor monitoring, redundancy management, probabilistic reliability theory, artificial intelligence

Advanced Maintenance Modelling for Asset Management

Advanced Maintenance Modelling for Asset Management
  • Author : Adolfo Crespo Márquez,Vicente González-Prida Díaz,Juan Francisco Gómez Fernández
  • Publisher : Springer
  • Release : 12 July 2017
GET THIS BOOK Advanced Maintenance Modelling for Asset Management

This book promotes and describes the application of objective and effective decision making in asset management based on mathematical models and practical techniques that can be easily implemented in organizations. This comprehensive and timely publication will be an essential reference source, building on available literature in the field of asset management while laying the groundwork for further research breakthroughs in this field. The text provides the resources necessary for managers, technology developers, scientists and engineers to adopt and implement better

Data Driven Technology for Engineering Systems Health Management

Data Driven Technology for Engineering Systems Health Management
  • Author : Gang Niu
  • Publisher : Springer
  • Release : 27 July 2016
GET THIS BOOK Data Driven Technology for Engineering Systems Health Management

This book introduces condition-based maintenance (CBM)/data-driven prognostics and health management (PHM) in detail, first explaining the PHM design approach from a systems engineering perspective, then summarizing and elaborating on the data-driven methodology for feature construction, as well as feature-based fault diagnosis and prognosis. The book includes a wealth of illustrations and tables to help explain the algorithms, as well as practical examples showing how to use this tool to solve situations for which analytic solutions are poorly suited. It