State Estimation And Fault Diagnosis Under Imperfect Measurements

Author : Yang Liu,Zidong Wang,Donghua Zhou
Publisher : CRC Press
Page : 277 pages
File Size : 42,5 Mb
Release : 2022-08-31
Category : Technology & Engineering
ISBN : 9781000641110

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State Estimation and Fault Diagnosis under Imperfect Measurements by Yang Liu,Zidong Wang,Donghua Zhou Pdf

The objective of this book is to present the up-to-date research developments and novel methodologies on state estimation and fault diagnosis (FD) techniques for a class of complex systems subject to closed-loop control, nonlinearities, and stochastic phenomena. It covers state estimation design methodologies and FD unit design methodologies including framework of optimal filter and FD unit design, robust filter and FD unit design, stability, and performance analysis for the considered systems subject to various kinds of complex factors. Features: Reviews latest research results on the state estimation and fault diagnosis issues. Presents comprehensive framework constituted for systems under imperfect measurements. Includes quantitative performance analyses to solve problems in practical situations. Provides simulation examples extracted from practical engineering scenarios. Discusses proper and novel techniques such as the Carleman approximation and completing the square method is employed to solve the mathematical problems. This book aims at Graduate students, Professionals and Researchers in Control Science and Application, Stochastic Process, Fault Diagnosis, and Instrumentation and Measurement.

Author : Yong Zhang,Zidong Wang,Ye Yuan
Publisher : CRC Press
Page : 290 pages
File Size : 49,9 Mb
Release : 2023-02-09
Category : Technology & Engineering
ISBN : 9781000835946

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Filter-Based Fault Diagnosis and Remaining Useful Life Prediction by Yong Zhang,Zidong Wang,Ye Yuan Pdf

This book unifies existing and emerging concepts concerning state estimation, fault detection, fault isolation and fault estimation on industrial systems with an emphasis on a variety of network-induced phenomena, fault diagnosis and remaining useful life for industrial equipment. It covers state estimation/monitor, fault diagnosis and remaining useful life prediction by drawing on the conventional theories of systems science, signal processing and machine learning. Features: Unifies existing and emerging concepts concerning robust filtering and fault diagnosis with an emphasis on a variety of network-induced complexities. Explains theories, techniques, and applications of state estimation as well as fault diagnosis from an engineering-oriented perspective. Provides a series of latest results in robust/stochastic filtering, multidate sample, and time-varying system. Captures diagnosis (fault detection, fault isolation and fault estimation) for time-varying multi-rate systems. Includes simulation examples in each chapter to reflect the engineering practice. This book aims at graduate students, professionals and researchers in control science and application, system analysis, artificial intelligence, and fault diagnosis.

Author : Zhenhua Wang,Yi Shen
Publisher : Springer Nature
Page : 207 pages
File Size : 53,9 Mb
Release : 2022-10-28
Category : Technology & Engineering
ISBN : 9789811967061

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Model-Based Fault Diagnosis by Zhenhua Wang,Yi Shen Pdf

This book investigates in detail model-based fault diagnosis methods, including observer-based residual generation, residual evaluation based on threshold computation, observer-based fault isolation strategies, observer-based fault estimation, Kalman filter-based fault diagnosis methods, and parity space approach. Studies on model-based fault diagnosis have attracted engineers and scientists from various disciplines, such as electrical, aerospace, mechanical, and chemical engineering. Pursuing a holistic approach, the book establishes a fundamental framework for this topic, while emphasizing the importance of state-space approach. The methods introduced in the book are systemic and easy to follow. The book is intended for undergraduate and graduate students who are interested in fault diagnosis and state estimation, researchers investigating fault diagnosis and fault-tolerant control, and control system design engineers working on safety-critical systems.

Author : Ziyun Wang,Yan Wang,Zhicheng Ji
Publisher : CRC Press
Page : 0 pages
File Size : 52,6 Mb
Release : 2022-10
Category : Technology & Engineering
ISBN : 1003327214

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Filter Design for System Modeling, State Estimation and Fault Diagnosis by Ziyun Wang,Yan Wang,Zhicheng Ji Pdf

"This book analyzes the latest methods in the design of filters for system modeling, state estimation and fault detection with the intention of providing a new perspective of both theoretical and practical aspects. The book also includes fault diagnosis techniques for unknown but bounded systems, their real applications on modeling and fault diagnosis for lithium battery systems, DC-DC converters, and spring damping systems. It proposes new methods based on zonotopic Kalman filtering, a variety of state estimation methods of zonotope and its derived algorithms, a state estimation method based on convex space, set inversion interval observer filtering-based guaranteed fault estimation and a novel interval observer filtering-based fault diagnosis. The methods presented in this book are more practical than the common probabilistic based algorithms, since these can be applied in unknown but bounded noisy environments. This book will be an essential read for students, scholars and engineering professionals who are interested in filter design, system modeling, state estimation, fault diagnosis, and related fields"--

Author : Mukhtar Ahmad
Publisher : Artech House
Page : 208 pages
File Size : 45,5 Mb
Release : 2013
Category : Technology & Engineering
ISBN : 9781608075119

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Power System State Estimation by Mukhtar Ahmad Pdf

State estimation is one of the most important functions in power system operation and control. This area is concerned with the overall monitoring, control, and contingency evaluation of power systems. It is mainly aimed at providing a reliable estimate of system voltages. State estimator information flows to control centers, where critical decisions are made concerning power system design and operations. This valuable resource provides thorough coverage of this area, helping professionals overcome challenges involving system quality, reliability, security, stability, and economy. Engineers are introduced to new techniques for their work in the field, including current measurements and phasor measurement units. Moreover, the book includes a novel discussion on state estimation for distributed systems. Professionals find expert guidance for their current projects and discover cutting-edge developments that will help prepare them for work with future energy management systems.

Author : Mustafa Demetgul,Muhammet Ünal
Publisher : BoD – Books on Demand
Page : 338 pages
File Size : 43,6 Mb
Release : 2017-05-31
Category : Science
ISBN : 9789535132035

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Fault Diagnosis and Detection by Mustafa Demetgul,Muhammet Ünal Pdf

Mass production companies have become obliged to reduce their production costs and sell more products with lower profit margins in order to survive in competitive market conditions. The complexity and automation level of machinery are continuously growing. This development calls for some of the most critical issues that are reliability and dependability of automatic systems. In the future, machines will be monitored remotely, and computer-aided techniques will be employed to detect faults in the future, and also there will be unmanned factories where machines and systems communicate to each other, detect their own faults, and can remotely intercept their faults. The pioneer studies of such systems are fault diagnosis studies. Thus, we hope that this book will contribute to the literature in this regard.

Author : Ye Wang
Publisher : Unknown
Page : 303 pages
File Size : 53,6 Mb
Release : 2018
Category : Electronic
ISBN : OCLC:1120573404

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Advances in State Estimation, Diagnosis and Control of Complex Systems by Ye Wang Pdf

Author : Anonim
Publisher : Unknown
Page : 860 pages
File Size : 40,6 Mb
Release : 2005
Category : Dissertations, Academic
ISBN : STANFORD:36105121649177

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Dissertation Abstracts International by Anonim Pdf

Author : Dan Simon
Publisher : John Wiley & Sons
Page : 554 pages
File Size : 44,6 Mb
Release : 2006-06-19
Category : Technology & Engineering
ISBN : 9780470045336

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Optimal State Estimation by Dan Simon Pdf

A bottom-up approach that enables readers to master and apply the latest techniques in state estimation This book offers the best mathematical approaches to estimating the state of a general system. The author presents state estimation theory clearly and rigorously, providing the right amount of advanced material, recent research results, and references to enable the reader to apply state estimation techniques confidently across a variety of fields in science and engineering. While there are other textbooks that treat state estimation, this one offers special features and a unique perspective and pedagogical approach that speed learning: * Straightforward, bottom-up approach begins with basic concepts and then builds step by step to more advanced topics for a clear understanding of state estimation * Simple examples and problems that require only paper and pen to solve lead to an intuitive understanding of how theory works in practice * MATLAB(r)-based source code that corresponds to examples in the book, available on the author's Web site, enables readers to recreate results and experiment with other simulation setups and parameters Armed with a solid foundation in the basics, readers are presented with a careful treatment of advanced topics, including unscented filtering, high order nonlinear filtering, particle filtering, constrained state estimation, reduced order filtering, robust Kalman filtering, and mixed Kalman/H? filtering. Problems at the end of each chapter include both written exercises and computer exercises. Written exercises focus on improving the reader's understanding of theory and key concepts, whereas computer exercises help readers apply theory to problems similar to ones they are likely to encounter in industry. With its expert blend of theory and practice, coupled with its presentation of recent research results, Optimal State Estimation is strongly recommended for undergraduate and graduate-level courses in optimal control and state estimation theory. It also serves as a reference for engineers and science professionals across a wide array of industries.

Author : Anonim
Publisher : Unknown
Page : 868 pages
File Size : 50,5 Mb
Release : 1999
Category : Automatic test equipment
ISBN : UOM:39015047362077

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Proceedings by Anonim Pdf

Author : Ali Abur,Antonio Gómez Expósito
Publisher : CRC Press
Page : 350 pages
File Size : 51,6 Mb
Release : 2004-03-24
Category : Technology & Engineering
ISBN : 0203913671

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Power System State Estimation by Ali Abur,Antonio Gómez Expósito Pdf

Offering an up-to-date account of the strategies utilized in state estimation of electric power systems, this text provides a broad overview of power system operation and the role of state estimation in overall energy management. It uses an abundance of examples, models, tables, and guidelines to clearly examine new aspects of state estimation, the testing of network observability, and methods to assure computational efficiency. Includes numerous tutorial examples that fully analyze problems posed by the inclusion of current measurements in existing state estimators and illustrate practical solutions to these challenges. Written by two expert researchers in the field, Power System State Estimation extensively details topics never before covered in depth in any other text, including novel robust state estimation methods, estimation of parameter and topology errors, and the use of ampere measurements for state estimation. It introduces various methods and computational issues involved in the formulation and implementation of the weighted least squares (WLS) approach, presents statistical tests for the detection and identification of bad data in system measurements, and reveals alternative topological and numerical formulations for the network observability problem.

Author : Anonim
Publisher : Unknown
Page : 1860 pages
File Size : 40,8 Mb
Release : 1997
Category : Electrical engineering
ISBN : OSU:32435059588608

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Electrical & Electronics Abstracts by Anonim Pdf

Author : Michael E. Drews,Robert D. Culp
Publisher : Unknown
Page : 832 pages
File Size : 42,5 Mb
Release : 2008
Category : Technology & Engineering
ISBN : STANFORD:36105210570011

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Guidance and Control 2008 by Michael E. Drews,Robert D. Culp Pdf

Author : Anonim
Publisher : Unknown
Page : 638 pages
File Size : 55,7 Mb
Release : 1975
Category : Dissertation abstracts
ISBN : STANFORD:36105015411692

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American Doctoral Dissertations by Anonim Pdf

Author : Anonim
Publisher : Unknown
Page : 346 pages
File Size : 50,5 Mb
Release : 2004
Category : Dissertations, Academic
ISBN : UOM:39015062067072

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Index to Theses with Abstracts Accepted for Higher Degrees by the Universities of Great Britain and Ireland and the Council for National Academic Awards by Anonim Pdf