Fault Diagnosis Of Dynamic Systems

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Fault Diagnosis of Dynamic Systems

Teresa Escobet,Anibal Bregon,Belarmino Pulido,Vicenç Puig
Fault Diagnosis of Dynamic Systems Book PDF

Author : Teresa Escobet,Anibal Bregon,Belarmino Pulido,Vicenç Puig
Publisher : Springer
Page : 462 pages
File Size : 44,8 Mb
Release : 2019-06-22
Category : Technology & Engineering
ISBN : 9783030177287

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Fault Diagnosis of Dynamic Systems by Teresa Escobet,Anibal Bregon,Belarmino Pulido,Vicenç Puig Pdf

Fault Diagnosis of Dynamic Systems provides readers with a glimpse into the fundamental issues and techniques of fault diagnosis used by Automatic Control (FDI) and Artificial Intelligence (DX) research communities. The book reviews the standard techniques and approaches widely used in both communities. It also contains benchmark examples and case studies that demonstrate how the same problem can be solved using the presented approaches. The book also introduces advanced fault diagnosis approaches that are currently still being researched, including methods for non-linear, hybrid, discrete-event and software/business systems, as well as, an introduction to prognosis. Fault Diagnosis of Dynamic Systems is valuable source of information for researchers and engineers starting to work on fault diagnosis and willing to have a reference guide on the main concepts and standard approaches on fault diagnosis. Readers with experience on one of the two main communities will also find it useful to learn the fundamental concepts of the other community and the synergies between them. The book is also open to researchers or academics who are already familiar with the standard approaches, since they will find a collection of advanced approaches with more specific and advanced topics or with application to different domains. Finally, engineers and researchers looking for transferable fault diagnosis methods will also find useful insights in the book.

Issues of Fault Diagnosis for Dynamic Systems

Ron J. Patton,Paul M. Frank,Robert N. Clark
Issues of Fault Diagnosis for Dynamic Systems Book PDF

Author : Ron J. Patton,Paul M. Frank,Robert N. Clark
Publisher : Springer Science & Business Media
Page : 612 pages
File Size : 53,8 Mb
Release : 2013-06-29
Category : Computers
ISBN : 9781447136446

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Issues of Fault Diagnosis for Dynamic Systems by Ron J. Patton,Paul M. Frank,Robert N. Clark Pdf

Since the time our first book Fault Diagnosis in Dynamic Systems: The ory and Applications was published in 1989 by Prentice Hall, there has been a surge in interest in research and applications into reliable methods for diag nosing faults in complex systems. The first book sold more than 1,200 copies and has become the main text in fault diagnosis for dynamic systems. This book will follow on this excellent record by focusing on some of the advances in this subject, by introducing new concepts in research and new application topics. The work cannot provide an exhaustive discussion of all the recent research in fault diagnosis for dynamic systems, but nevertheless serves to sample some of the major issues. It has been valuable once again to have the co-operation of experts throughout the world working in industry, gov emment establishments and academic institutions in writing the individual chapters. Sometimes dynamical systems have associated numerical models available in state space or in frequency domain format. When model infor mation is available, the quantitative model-based approach to fault diagnosis can be taken, using the mathematical model to generate analytically redun dant alternatives to the measured signals. When this approach is used, it becomes important to try to understand the limitations of the mathematical models i. e. , the extent to which model parameter variations occur and the effect of changing the systems point of operation.

Robust Model-Based Fault Diagnosis for Dynamic Systems

Jie Chen,R.J. Patton
Robust Model Based Fault Diagnosis for Dynamic Systems Book PDF

Author : Jie Chen,R.J. Patton
Publisher : Springer Science & Business Media
Page : 370 pages
File Size : 41,8 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781461551492

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Robust Model-Based Fault Diagnosis for Dynamic Systems by Jie Chen,R.J. Patton Pdf

There is an increasing demand for dynamic systems to become more safe and reliable. This requirement extends beyond the normally accepted safety-critical systems of nuclear reactors and aircraft where safety is paramount important, to systems such as autonomous vehicles and fast railways where the system availability is vital. It is clear that fault diagnosis (including fault detection and isolation, FDI) has been becoming an important subject in modern control theory and practice. For example, the number of papers on FDI presented in many control-related conferences has been increasing steadily. The subject of fault detection and isolation continues to mature to an established field of research in control engineering. A large amount of knowledge on model-based fault diagnosis has been ac cumulated through the literature since the beginning of the 1970s. However, publications are scattered over many papers and a few edited books. Up to the end of 1997, there is no any book which presents the subject in an unified framework. The consequence of this is the lack of "common language", dif ferent researchers use different terminology. This problem has obstructed the progress of model-based FDI techniques and has been causing great concern in research community. Many survey papers have been published to tackle this problem. However, a book which presents the materials in a unified format and provides a comprehensive foundation of model-based FDI is urgently needed.

Model-based Fault Diagnosis in Dynamic Systems Using Identification Techniques

Silvio Simani,Cesare Fantuzzi,Ron J. Patton
Model based Fault Diagnosis in Dynamic Systems Using Identification Techniques Book PDF

Author : Silvio Simani,Cesare Fantuzzi,Ron J. Patton
Publisher : Springer Science & Business Media
Page : 294 pages
File Size : 43,7 Mb
Release : 2013-11-11
Category : Technology & Engineering
ISBN : 9781447138297

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Model-based Fault Diagnosis in Dynamic Systems Using Identification Techniques by Silvio Simani,Cesare Fantuzzi,Ron J. Patton Pdf

Safety in industrial process and production plants is a concern of rising importance but because the control devices which are now exploited to improve the performance of industrial processes include both sophisticated digital system design techniques and complex hardware, there is a higher probability of failure. Control systems must include automatic supervision of closed-loop operation to detect and isolate malfunctions quickly. A promising method for solving this problem is "analytical redundancy", in which residual signals are obtained and an accurate model of the system mimics real process behaviour. If a fault occurs, the residual signal is used to diagnose and isolate the malfunction. This book focuses on model identification oriented to the analytical approach of fault diagnosis and identification covering: choice of model structure; parameter identification; residual generation; and fault diagnosis and isolation. Sample case studies are used to demonstrate the application of these techniques.

Advanced methods for fault diagnosis and fault-tolerant control

Steven X. Ding
Advanced methods for fault diagnosis and fault tolerant control Book PDF

Author : Steven X. Ding
Publisher : Springer Nature
Page : 664 pages
File Size : 49,8 Mb
Release : 2020-11-24
Category : Technology & Engineering
ISBN : 9783662620045

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Advanced methods for fault diagnosis and fault-tolerant control by Steven X. Ding Pdf

The major objective of this book is to introduce advanced design and (online) optimization methods for fault diagnosis and fault-tolerant control from different aspects. Under the aspect of system types, fault diagnosis and fault-tolerant issues are dealt with for linear time-invariant and time-varying systems as well as for nonlinear and distributed (including networked) systems. From the methodological point of view, both model-based and data-driven schemes are investigated.To allow for a self-contained study and enable an easy implementation in real applications, the necessary knowledge as well as tools in mathematics and control theory are included in this book. The main results with the fault diagnosis and fault-tolerant schemes are presented in form of algorithms and demonstrated by means of benchmark case studies. The intended audience of this book are process and control engineers, engineering students and researchers with control engineering background.

Fault Diagnosis in Dynamic Systems

Ron Patton,Robert Clark,Paul M. Frank
Fault Diagnosis in Dynamic Systems Book PDF

Author : Ron Patton,Robert Clark,Paul M. Frank
Publisher : Unknown
Page : 634 pages
File Size : 45,7 Mb
Release : 1989
Category : Technology & Engineering
ISBN : UOM:39015015452694

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Fault Diagnosis in Dynamic Systems by Ron Patton,Robert Clark,Paul M. Frank Pdf

Concerned with monitoring techniques to detect, predict, isolate, identify, and correct malfunctions and failures of individual components within complex automatic systems used in industry and commerce. The approaches examined include parameter estimation, Markov modelling for threshold determinatio.

Fault-Diagnosis Systems

Rolf Isermann
Fault Diagnosis Systems Book PDF

Author : Rolf Isermann
Publisher : Springer Science & Business Media
Page : 475 pages
File Size : 52,6 Mb
Release : 2006-01-16
Category : Technology & Engineering
ISBN : 9783540303688

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Fault-Diagnosis Systems by Rolf Isermann Pdf

With increasing demands for efficiency and product quality plus progress in the integration of automatic control systems in high-cost mechatronic and safety-critical processes, the field of supervision (or monitoring), fault detection and fault diagnosis plays an important role. The book gives an introduction into advanced methods of fault detection and diagnosis (FDD). After definitions of important terms, it considers the reliability, availability, safety and systems integrity of technical processes. Then fault-detection methods for single signals without models such as limit and trend checking and with harmonic and stochastic models, such as Fourier analysis, correlation and wavelets are treated. This is followed by fault detection with process models using the relationships between signals such as parameter estimation, parity equations, observers and principal component analysis. The treated fault-diagnosis methods include classification methods from Bayes classification to neural networks with decision trees and inference methods from approximate reasoning with fuzzy logic to hybrid fuzzy-neuro systems. Several practical examples for fault detection and diagnosis of DC motor drives, a centrifugal pump, automotive suspension and tire demonstrate applications.

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 : Elsevier
Page : 419 pages
File Size : 47,6 Mb
Release : 2021-06-14
Category : Technology & Engineering
ISBN : 9780128224731

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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

Diagnosis and Fault-tolerant Control 1

Vicenc Puig,Silvio Simani
Diagnosis and Fault tolerant Control 1 Book PDF

Author : Vicenc Puig,Silvio Simani
Publisher : John Wiley & Sons
Page : 290 pages
File Size : 40,9 Mb
Release : 2021-12-01
Category : Technology & Engineering
ISBN : 9781119882312

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Diagnosis and Fault-tolerant Control 1 by Vicenc Puig,Silvio Simani Pdf

This book presents recent advances in fault diagnosis strategies for complex dynamic systems. Its impetus derives from the need for an overview of the challenges of the fault diagnosis technique, especially for those demanding systems that require reliability, availability, maintainability and safety to ensure efficient operations. Moreover, the need for a high degree of tolerance with respect to possible faults represents a further key point, primarily for complex systems, as modeling and control are inherently challenging, and maintenance is both expensive and safety-critical. Diagnosis and Fault-tolerant Control 1 also presents and compares different diagnosis schemes using established case studies that are widely used in related literature. The main features of this book regard the analysis, design and implementation of proper solutions for the problems of fault diagnosis in safety critical systems. The design of the considered solutions involves robust data-driven, model-based approaches.

Model-Based Fault Diagnosis Techniques

Steven X. Ding
Model Based Fault Diagnosis Techniques Book PDF

Author : Steven X. Ding
Publisher : Springer Science & Business Media
Page : 533 pages
File Size : 43,7 Mb
Release : 2012-12-20
Category : Technology & Engineering
ISBN : 9781447147992

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Model-Based Fault Diagnosis Techniques by Steven X. Ding Pdf

Guaranteeing a high system performance over a wide operating range is an important issue surrounding the design of automatic control systems with successively increasing complexity. As a key technology in the search for a solution, advanced fault detection and identification (FDI) is receiving considerable attention. This book introduces basic model-based FDI schemes, advanced analysis and design algorithms, and mathematical and control-theoretic tools. This second edition of Model-Based Fault Diagnosis Techniques contains: • new material on fault isolation and identification and alarm management; • extended and revised treatment of systematic threshold determination for systems with both deterministic unknown inputs and stochastic noises; • addition of the continuously-stirred tank heater as a representative process-industrial benchmark; and • enhanced discussion of residual evaluation which now deals with stochastic processes. Model-based Fault Diagnosis Techniques will interest academic researchers working in fault identification and diagnosis and as a text it is suitable for graduate students in a formal university-based course or as a self-study aid for practising engineers working with automatic control or mechatronic systems from backgrounds as diverse as chemical process and power engineering.

Fault Diagnosis

Józef Korbicz,Jan M. Koscielny,Zdzislaw Kowalczuk,Wojciech Cholewa
Fault Diagnosis Book PDF

Author : Józef Korbicz,Jan M. Koscielny,Zdzislaw Kowalczuk,Wojciech Cholewa
Publisher : Springer Science & Business Media
Page : 922 pages
File Size : 44,6 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783642186158

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Fault Diagnosis by Józef Korbicz,Jan M. Koscielny,Zdzislaw Kowalczuk,Wojciech Cholewa Pdf

This comprehensive work presents the status and likely development of fault diagnosis, an emerging discipline of modern control engineering. It covers fundamentals of model-based fault diagnosis in a wide context, providing a good introduction to the theoretical foundation and many basic approaches of fault detection.

Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems

Steven X. Ding
Data driven Design of Fault Diagnosis and Fault tolerant Control Systems Book PDF

Author : Steven X. Ding
Publisher : Springer Science & Business Media
Page : 306 pages
File Size : 55,6 Mb
Release : 2014-04-12
Category : Technology & Engineering
ISBN : 9781447164104

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Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems by Steven X. Ding Pdf

Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems presents basic statistical process monitoring, fault diagnosis, and control methods and introduces advanced data-driven schemes for the design of fault diagnosis and fault-tolerant control systems catering to the needs of dynamic industrial processes. With ever increasing demands for reliability, availability and safety in technical processes and assets, process monitoring and fault-tolerance have become important issues surrounding the design of automatic control systems. This text shows the reader how, thanks to the rapid development of information technology, key techniques of data-driven and statistical process monitoring and control can now become widely used in industrial practice to address these issues. To allow for self-contained study and facilitate implementation in real applications, important mathematical and control theoretical knowledge and tools are included in this book. Major schemes are presented in algorithm form and demonstrated on industrial case systems. Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems will be of interest to process and control engineers, engineering students and researchers with a control engineering background.

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 : 44,6 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 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 : 42,8 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.

Observer-Based Fault Estimation and Accomodation for Dynamic Systems

Ke Zhang,Bin Jiang,Peng Shi
Observer Based Fault Estimation and Accomodation for Dynamic Systems Book PDF

Author : Ke Zhang,Bin Jiang,Peng Shi
Publisher : Springer
Page : 181 pages
File Size : 54,9 Mb
Release : 2012-10-16
Category : Technology & Engineering
ISBN : 3642339875

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Observer-Based Fault Estimation and Accomodation for Dynamic Systems by Ke Zhang,Bin Jiang,Peng Shi Pdf

Due to the increasing security and reliability demand of actual industrial process control systems, the study on fault diagnosis and fault tolerant control of dynamic systems has received considerable attention. Fault accommodation (FA) is one of effective methods that can be used to enhance system stability and reliability, so it has been widely and in-depth investigated and become a hot topic in recent years. Fault detection is used to monitor whether a fault occurs, which is the first step in FA. On the basis of fault detection, fault estimation (FE) is utilized to determine online the magnitude of the fault, which is a very important step because the additional controller is designed using the fault estimate. Compared with fault detection, the design difficulties of FE would increase a lot, so research on FE and accommodation is very challenging. Although there have been advancements reported on FE and accommodation for dynamic systems, the common methods at the present stage have design difficulties, which limit applications of respective design approaches. Therefore, the problems of FE and accommodation are needed to be further studied. This book considers the theory and technology of FE and accommodation for dynamic systems, and establishes a systemic and comprehensive framework of FE and accommodation for continuous/discrete-time systems.