Fault Diagnosis And Prognosis Techniques For Complex Engineering Systems

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Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems

Hamid Reza Karimi
Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems Book PDF

Author : Hamid Reza Karimi
Publisher : Academic Press
Page : 421 pages
File Size : 50,8 Mb
Release : 2021-06-05
Category : Technology & Engineering
ISBN : 9780128224885

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Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems by Hamid Reza Karimi Pdf

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

Intelligent Fault Diagnosis and Prognosis for Engineering Systems

George Vachtsevanos,Frank L. Lewis,Michael Roemer,Andrew Hess,Biqing Wu
Intelligent Fault Diagnosis and Prognosis for Engineering Systems Book PDF

Author : George Vachtsevanos,Frank L. Lewis,Michael Roemer,Andrew Hess,Biqing Wu
Publisher : Wiley
Page : 0 pages
File Size : 51,6 Mb
Release : 2006-09-29
Category : Technology & Engineering
ISBN : 047172999X

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Intelligent Fault Diagnosis and Prognosis for Engineering Systems by George Vachtsevanos,Frank L. Lewis,Michael Roemer,Andrew Hess,Biqing Wu Pdf

Expert guidance on theory and practice in condition-based intelligent machine fault diagnosis and failure prognosis Intelligent Fault Diagnosis and Prognosis for Engineering Systems gives a complete presentation of basic essentials of fault diagnosis and failure prognosis, and takes a look at the cutting-edge discipline of intelligent fault diagnosis and failure prognosis technologies for condition-based maintenance. It thoroughly details the interdisciplinary methods required to understand the physics of failure mechanisms in materials, structures, and rotating equipment, and also presents strategies to detect faults or incipient failures and predict the remaining useful life of failing components. Case studies are used throughout the book to illustrate enabling technologies. Intelligent Fault Diagnosis and Prognosis for Engineering Systems offers material in a holistic and integrated approach that addresses the various interdisciplinary components of the field--from electrical, mechanical, industrial, and computer engineering to business management. This invaluably helpful book: * Includes state-of-the-art algorithms, methodologies, and contributions from leading experts, including cost-benefit analysis tools and performance assessment techniques * Covers theory and practice in a way that is rooted in industry research and experience * Presents the only systematic, holistic approach to a strongly interdisciplinary topic

Fault Detection and Diagnosis in Engineering Systems

Janos Gertler
Fault Detection and Diagnosis in Engineering Systems Book PDF

Author : Janos Gertler
Publisher : Routledge
Page : 307 pages
File Size : 54,7 Mb
Release : 2017-11-22
Category : Technology & Engineering
ISBN : 9781351448789

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Fault Detection and Diagnosis in Engineering Systems by Janos Gertler Pdf

Featuring a model-based approach to fault detection and diagnosis in engineering systems, this book contains up-to-date, practical information on preventing product deterioration, performance degradation and major machinery damage.;College or university bookstores may order five or more copies at a special student price. Price is available upon request.

Fault Detection, Diagnosis and Prognosis

Fausto Pedro García Márquez
Fault Detection Diagnosis and Prognosis Book PDF

Author : Fausto Pedro García Márquez
Publisher : BoD – Books on Demand
Page : 177 pages
File Size : 49,9 Mb
Release : 2020-02-05
Category : Mathematics
ISBN : 9781789842135

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Fault Detection, Diagnosis and Prognosis by Fausto Pedro García Márquez Pdf

This book presents the main concepts, state of the art, advances, and case studies of fault detection, diagnosis, and prognosis. This topic is a critical variable in industry to reach and maintain competitiveness. Therefore, proper management of the corrective, predictive, and preventive politics in any industry is required. This book complements other subdisciplines such as economics, finance, marketing, decision and risk analysis, engineering, etc. The book presents real case studies in multiple disciplines. It considers the main topics using prognostic and subdiscipline techniques. It is essential to link these topics with the areas of finance, scheduling, resources, downtime, etc. to increase productivity, profitability, maintainability, reliability, safety, and availability, and reduce costs and downtime. Advances in mathematics, modeling, computational techniques, dynamic analysis, etc. are employed analytically. Computational techniques, dynamic analysis, probabilistic methods, and mathematical optimization techniques are expertly blended to support the analysis of prognostic problems with defined constraints and requirements. The book is intended for graduate students and professionals in industrial engineering, business administration, industrial organization, operations management, applied microeconomics, and the decisions sciences, either studying maintenance or needing to solve large, specific, and complex maintenance management problems as part of their jobs. The work will also be of interest to researches from academia.

Diagnostics and Prognostics of Engineering Systems

Anonim
Diagnostics and Prognostics of Engineering Systems Book PDF

Author : Anonim
Publisher : Unknown
Page : 433 pages
File Size : 47,5 Mb
Release : 2013
Category : Engineering systems
ISBN : 1621989348

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Diagnostics and Prognostics of Engineering Systems by Anonim Pdf

"This book provides widespread coverage and discussions on the methods and techniques of diagnosis and prognosis systems, including practical examples to display the method's effectiveness in real-world applications as well as the latest trends and research pertaining to engineering systems"--Provided by publisher.

Diagnostics and Prognostics of Engineering Systems: Methods and Techniques

Kadry, Seifedine
Diagnostics and Prognostics of Engineering Systems Methods and Techniques Book PDF

Author : Kadry, Seifedine
Publisher : IGI Global
Page : 461 pages
File Size : 47,7 Mb
Release : 2012-09-30
Category : Technology & Engineering
ISBN : 9781466620964

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Diagnostics and Prognostics of Engineering Systems: Methods and Techniques by Kadry, Seifedine Pdf

Industrial Prognostics predicts an industrial system’s lifespan using probability measurements to determine the way a machine operates. Prognostics are essential in determining being able to predict and stop failures before they occur. Therefore the development of dependable prognostic procedures for engineering systems is important to increase the system’s performance and reliability. Diagnostics and Prognostics of Engineering Systems: Methods and Techniques provides widespread coverage and discussions on the methods and techniques of diagnosis and prognosis systems. Including practical examples to display the method’s effectiveness in real-world applications as well as the latest trends and research, this reference source aims to introduce fundamental theory and practice for system diagnosis and prognosis.

Proceedings of 2023 Chinese Intelligent Systems Conference

Yingmin Jia,Weicun Zhang,Yongling Fu,Jiqiang Wang
Proceedings of 2023 Chinese Intelligent Systems Conference Book PDF

Author : Yingmin Jia,Weicun Zhang,Yongling Fu,Jiqiang Wang
Publisher : Springer Nature
Page : 870 pages
File Size : 45,8 Mb
Release : 2023-11-08
Category : Technology & Engineering
ISBN : 9789819968473

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Proceedings of 2023 Chinese Intelligent Systems Conference by Yingmin Jia,Weicun Zhang,Yongling Fu,Jiqiang Wang Pdf

This book constitutes the proceedings of the 19th Chinese Intelligent Systems Conference, CISC 2023, which was held during October 14–15, 2023, in Ningbo, Zhejiang, China. The book focuses on new theoretical results and techniques in the field of intelligent systems and control. This is achieved by providing in-depth studies of a number of important topics such as multi-agent systems, complex networks, intelligent robots, complex systems theory and swarm behavior, event-driven and data-driven control, robust and adaptive control, big data and brain science, process control, intelligent sensors and detection technology, deep learning and learning control, navigation and control of aerial vehicles, and so on. The book is particularly suitable for readers interested in learning intelligent systems and control and artificial intelligence. The book can benefit researchers, engineers and graduate students.

Intelligent Fault Diagnosis and Health Assessment for Complex Electro-Mechanical Systems

Weihua Li,Xiaoli Zhang,Ruqiang Yan
Intelligent Fault Diagnosis and Health Assessment for Complex Electro Mechanical Systems Book PDF

Author : Weihua Li,Xiaoli Zhang,Ruqiang Yan
Publisher : Springer Nature
Page : 474 pages
File Size : 45,6 Mb
Release : 2023-09-10
Category : Technology & Engineering
ISBN : 9789819935376

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Intelligent Fault Diagnosis and Health Assessment for Complex Electro-Mechanical Systems by Weihua Li,Xiaoli Zhang,Ruqiang Yan Pdf

Based on AI and machine learning, this book systematically presents the theories and methods for complex electro-mechanical system fault prognosis, intelligent diagnosis, and health state assessment in modern industry. The book emphasizes feature extraction, incipient fault prediction, fault classification, and degradation assessment, which are based on supervised-, semi-supervised-, manifold-, and deep learning; machinery degradation state tracking and prognosis by phase space reconstruction; and complex electro-mechanical system reliability assessment and health maintenance based on running state info. These theories and methods are integrated with practical industrial applications, which can help the readers get into the field more smoothly and provide an important reference for their study, research, and engineering practice.

Bond Graphs for Modelling, Control and Fault Diagnosis of Engineering Systems

Wolfgang Borutzky
Bond Graphs for Modelling Control and Fault Diagnosis of Engineering Systems Book PDF

Author : Wolfgang Borutzky
Publisher : Springer
Page : 679 pages
File Size : 50,8 Mb
Release : 2016-12-31
Category : Technology & Engineering
ISBN : 9783319474342

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Bond Graphs for Modelling, Control and Fault Diagnosis of Engineering Systems by Wolfgang Borutzky Pdf

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 the worldwide bond graph modelling community. This book is the completely revised 2nd edition of the 2011 Springer compilation text titled Bond Graph Modelling of Engineering Systems – Theory, Applications and Software Support. It extends the presentation of theory and applications of graph methodology by new developments and latest research results. Like the first edition, this book addresses readers in academia as well as practitioners in industry and invites experts in related fields to consider the potential and the state-of-the-art of bond graph modelling.

Introduction of Intelligent Machine Fault Diagnosis and Prognosis

O-Suk Yang,Achmad Widodo
Introduction of Intelligent Machine Fault Diagnosis and Prognosis Book PDF

Author : O-Suk Yang,Achmad Widodo
Publisher : Unknown
Page : 0 pages
File Size : 44,9 Mb
Release : 2009
Category : Automatic test equipment
ISBN : 1606922637

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Introduction of Intelligent Machine Fault Diagnosis and Prognosis by O-Suk Yang,Achmad Widodo Pdf

Condition monitoring, fault diagnosis and prognosis of machinery have received considerable attention in recent years and they are increasingly becoming important in industry because of the need to increase reliability and decrease possible loss of production due to the fault of equipments. Early fault detection, diagnosis and prognosis can increase equipment availability and performance, reduce consequential damage, prolong machine life and reduce spare parts inventories and break down maintenance. With the development of the artificial intelligence techniques, many intelligent systems have been employed to assist the maintenance management task to correctly interpret the fault data. The book is very easy to study; even if the reader is a beginner in the fault diagnosis area, they do not need special prerequisite knowledge to understand the contents of this book. The book is equipped with software under MATLAB and offers many examples which are related to fault diagnosis processes. It will be very useful to readers who want to study feature-based intelligent machine fault diagnosis and prognosis techniques. The book is dedicated to graduate students of mechanical and electrical engineering, computer science and for practising engineers.

Advances in Condition Monitoring, Optimization and Control for Complex Industrial Processes

Zhiwei Gao,Michael Z. Q. Chen,Dapeng Zhang
Advances in Condition Monitoring Optimization and Control for Complex Industrial Processes Book PDF

Author : Zhiwei Gao,Michael Z. Q. Chen,Dapeng Zhang
Publisher : MDPI
Page : 514 pages
File Size : 48,7 Mb
Release : 2021-09-01
Category : Science
ISBN : 9783036506883

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Advances in Condition Monitoring, Optimization and Control for Complex Industrial Processes by Zhiwei Gao,Michael Z. Q. Chen,Dapeng Zhang Pdf

The book documents 25 papers collected from the Special Issue “Advances in Condition Monitoring, Optimization and Control for Complex Industrial Processes”, highlighting recent research trends in complex industrial processes. The book aims to stimulate the research field and be of benefit to readers from both academic institutes and industrial sectors.

Diagnostic Techniques in Industrial Engineering

Mangey Ram,J. Paulo Davim
Diagnostic Techniques in Industrial Engineering Book PDF

Author : Mangey Ram,J. Paulo Davim
Publisher : Springer
Page : 247 pages
File Size : 51,7 Mb
Release : 2017-10-20
Category : Technology & Engineering
ISBN : 9783319654973

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Diagnostic Techniques in Industrial Engineering by Mangey Ram,J. Paulo Davim Pdf

This book presents the most important tools, techniques, strategy and diagnostic methods used in industrial engineering. The current widely accepted methods of diagnosis and their properties are discussed. Also, the possible fruitful areas for further research in the field are identified.

Reliability Analysis and Asset Management of Engineering Systems

Gilberto Francisco Martha de Souza,Escola Politécnica da USP,Arthur Henrique De Andrade Melani,Miguel Angelo De Carvalho Michalski,Renan Favarao Da Silva
Reliability Analysis and Asset Management of Engineering Systems Book PDF

Author : Gilberto Francisco Martha de Souza,Escola Politécnica da USP,Arthur Henrique De Andrade Melani,Miguel Angelo De Carvalho Michalski,Renan Favarao Da Silva
Publisher : Elsevier
Page : 316 pages
File Size : 42,6 Mb
Release : 2021-09-24
Category : Business & Economics
ISBN : 9780128235225

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Reliability Analysis and Asset Management of Engineering Systems by Gilberto Francisco Martha de Souza,Escola Politécnica da USP,Arthur Henrique De Andrade Melani,Miguel Angelo De Carvalho Michalski,Renan Favarao Da Silva Pdf

Reliability Analysis and Asset Management of Engineering Systems explains methods that can be used to evaluate reliability and availability of complex systems, including simulation-based methods. The increasing digitization of mechanical processes driven by Industry 4.0 increases the interaction between machines and monitoring and control systems, leading to increases in system complexity. For those systems the reliability and availability analyses are increasingly challenging, as the interaction between machines has become more complex, and the analysis of the flexibility of the production systems to respond to machinery failure may require advanced simulation techniques. This book fills a gap on how to deal with such complex systems by linking the concepts of systems reliability and asset management, and then making these solutions more accessible to industry by explaining the availability analysis of complex systems based on simulation methods that emphasise Petri nets. Explains how to use a monitoring database to perform important tasks including an update of complex systems reliability Shows how to diagnose probable machinery-based causes of system performance degradation by using a monitoring database and reliability estimates in an integrated way Describes practical techniques for the application of AI and machine learning methods to fault detection and diagnosis problems

Prognostics and Health Management of Engineering Systems

Nam-Ho Kim,Dawn An,Joo-Ho Choi
Prognostics and Health Management of Engineering Systems Book PDF

Author : Nam-Ho Kim,Dawn An,Joo-Ho Choi
Publisher : Springer
Page : 347 pages
File Size : 44,7 Mb
Release : 2016-10-24
Category : Technology & Engineering
ISBN : 9783319447421

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Prognostics and Health Management of Engineering Systems by Nam-Ho Kim,Dawn An,Joo-Ho Choi Pdf

This book introduces the methods for predicting the future behavior of a system’s health and the remaining useful life to determine an appropriate maintenance schedule. The authors introduce the history, industrial applications, algorithms, and benefits and challenges of PHM (Prognostics and Health Management) to help readers understand this highly interdisciplinary engineering approach that incorporates sensing technologies, physics of failure, machine learning, modern statistics, and reliability engineering. It is ideal for beginners because it introduces various prognostics algorithms and explains their attributes, pros and cons in terms of model definition, model parameter estimation, and ability to handle noise and bias in data, allowing readers to select the appropriate methods for their fields of application.Among the many topics discussed in-depth are:• Prognostics tutorials using least-squares• Bayesian inference and parameter estimation• Physics-based prognostics algorithms including nonlinear least squares, Bayesian method, and particle filter• Data-driven prognostics algorithms including Gaussian process regression and neural network• Comparison of different prognostics algorithms divThe authors also present several applications of prognostics in practical engineering systems, including wear in a revolute joint, fatigue crack growth in a panel, prognostics using accelerated life test data, fatigue damage in bearings, and more. Prognostics tutorials with a Matlab code using simple examples are provided, along with a companion website that presents Matlab programs for different algorithms as well as measurement data. Each chapter contains a comprehensive set of exercise problems, some of which require Matlab programs, making this an ideal book for graduate students in mechanical, civil, aerospace, electrical, and industrial engineering and engineering mechanics, as well as researchers and maintenance engineers in the above fields.

Fault Detection and Diagnosis in Industrial Systems

L.H. Chiang,E.L. Russell,R.D. Braatz
Fault Detection and Diagnosis in Industrial Systems Book PDF

Author : L.H. Chiang,E.L. Russell,R.D. Braatz
Publisher : Springer Science & Business Media
Page : 281 pages
File Size : 48,6 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781447103479

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Fault Detection and Diagnosis in Industrial Systems by L.H. Chiang,E.L. Russell,R.D. Braatz Pdf

Early and accurate fault detection and diagnosis for modern chemical plants can minimize downtime, increase the safety of plant operations, and reduce manufacturing costs. This book presents the theoretical background and practical techniques for data-driven process monitoring. It demonstrates the application of all the data-driven process monitoring techniques to the Tennessee Eastman plant simulator, and looks at the strengths and weaknesses of each approach in detail. A plant simulator and problems allow readers to apply process monitoring techniques.