Application Of Signal Processing Tools And Artificial Neural Network In Diagnosis Of Power System Faults

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Application of Signal Processing Tools and Artificial Neural Network in Diagnosis of Power System Faults

Author : Nabamita Banerjee Roy
Publisher :
ISBN 13 : 9780367431143
Total Pages : 0 pages
Book Rating : 4.4/5 (311 download)

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Book Synopsis Application of Signal Processing Tools and Artificial Neural Network in Diagnosis of Power System Faults by : Nabamita Banerjee Roy

Download or read book Application of Signal Processing Tools and Artificial Neural Network in Diagnosis of Power System Faults written by Nabamita Banerjee Roy and published by . This book was released on 2021-07-21 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accurate, fast, and reliable fault classification techniques are an important operational requirement in modern-day power transmission systems. Application of Signal Processing Tools and Neural Network in Diagnosis of Power System Faults examines power system faults and conventional techniques of fault analysis. The authors provide insight into artificial neural networks and their applications, with illustrations, for identifying power system faults. Wavelet transform and its application are discussed as well as an elaborate method of Stockwell transform. The authors also employ probabilistic neural networks (PNN) and back propagation neural networks (BPNN) to identify the different types of faults and determine their corresponding locations, respectively. Both PNN and BPNN are presented in detail, and their applications are illustrated through simple programming in MATLAB®. Furthermore, their applications in fault diagnosis are discussed through multiple case studies. FEATURES Explores methods of fault identification through programming and simulation in MATLAB® Examines signal processing tools and their applications with examples Provides knowledge of artificial neural networks and their application with illustrations Uses PNN and BPNN to identify the different types of faults and obtain their corresponding locations Discusses the programming of signal processing using wavelet transform and Stockwell transform This book is designed for engineering students and for practitioners. Readers will find methods of programming and simulation of any network in MATLAB® as well as ways to extract features from a signal waveform by using a suitable signal processing toolbox and by application of artificial neural networks.

Application of Signal Processing Tools and Artificial Neural Network in Diagnosis of Power System Faults

Author : Nabamita Banerjee Roy
Publisher : CRC Press
ISBN 13 : 1000414906
Total Pages : 144 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Application of Signal Processing Tools and Artificial Neural Network in Diagnosis of Power System Faults by : Nabamita Banerjee Roy

Signal Processing for Fault Detection and Diagnosis in Electric Machines and Systems

Author : Mohamed Benbouzid
Publisher : IET
ISBN 13 : 1785619578
Total Pages : 283 pages
Book Rating : 4.7/5 (856 download)

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Book Synopsis Signal Processing for Fault Detection and Diagnosis in Electric Machines and Systems by : Mohamed Benbouzid

Download or read book Signal Processing for Fault Detection and Diagnosis in Electric Machines and Systems written by Mohamed Benbouzid and published by IET. This book was released on 2020-12-09 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains 5 chapters that discusses the following topics: Parametric signal processing approach; The signal demodulation techniques; Kullback-Leibler divergence for incipient fault diagnosis; Higher-order spectra and Fault detection and diagnosis based on principal component analysis.

Application Of Wavelet Transform In Power System Fault Diagnosis

Author : Himadri Lala
Publisher : OrangeBooks Publication
ISBN 13 :
Total Pages : 55 pages
Book Rating : 4./5 ( download)

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Book Synopsis Application Of Wavelet Transform In Power System Fault Diagnosis by : Himadri Lala

Download or read book Application Of Wavelet Transform In Power System Fault Diagnosis written by Himadri Lala and published by OrangeBooks Publication. This book was released on 2024-06-27 with total page 55 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is based on my Master's in Engineering thesis.

Partial Discharges (PD)

Author : Rainer Haller
Publisher : John Wiley & Sons
ISBN 13 : 1119568455
Total Pages : 341 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Partial Discharges (PD) by : Rainer Haller

Download or read book Partial Discharges (PD) written by Rainer Haller and published by John Wiley & Sons. This book was released on 2023-11-29 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: PARTIAL DISCHARGES (PD) — DETECTION, IDENTIFICATION AND LOCALIZATION Explore state-of-the-art partial discharge measurement techniques In Partial Discharges (PD) — Detection, Identification and Localization, a team of distinguished electrical engineers delivers a comprehensive treatment of the behavior, modeling, measurement, monitoring, localization, and evaluation of partial discharges. It includes coverage of all major advancements in the field that have occurred over the last few decades. It also discusses partial discharge phenomena, detection methods, and strategies for analyzing and processing collected data. Mechanisms of insulation failure are explored, as is the denoising of partial discharge measurement data and the localization of partial discharge in large, high-voltage equipment. Non-electric principles and procedures are discussed, and the book offers a variety of tables, figures, and photographs to illustrate the concepts discussed within. Partial Discharges(PD) also provides: A thorough introduction to the physical behavior of partial discharges, including their causes and classification Comprehensive modeling of partial discharge behavior, including classical and dipole discharges Practical discussions of the measurement of partial discharges, including the electrical method, partial discharge decoupling, and pre- and post-processing of partial discharges In-depth examinations of the monitoring of partial discharge behavior, including methods and realization Perfect for electrical engineers engaged in electrical power engineering, Partial Discharges (PD) will also earn a place in the libraries of research and development specialists employed in the manufacturing, quality testing and operation of electrical systems.

Intelligent Systems and Signal Processing in Power Engineering

Author : Abhisek Ukil
Publisher : Springer Science & Business Media
ISBN 13 : 3540731709
Total Pages : 384 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Intelligent Systems and Signal Processing in Power Engineering by : Abhisek Ukil

Download or read book Intelligent Systems and Signal Processing in Power Engineering written by Abhisek Ukil and published by Springer Science & Business Media. This book was released on 2007-09-23 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: This highly experienced author sets out to build a bridge between two inter-disciplinary power engineering practices. The book looks into two major fields used in modern power systems: intelligent systems and the signal processing. The intelligent systems section comprises fuzzy logic, neural network and support vector machine. The author looks at relevant theories on the topics without assuming much particular background. Following the theoretical basics, he studies their applications in various problems in power engineering, like, load forecasting, phase balancing, or disturbance analysis.

Power System Fault Diagnosis

Author : Md Shafiullah
Publisher : Elsevier
ISBN 13 : 032388430X
Total Pages : 430 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Power System Fault Diagnosis by : Md Shafiullah

Download or read book Power System Fault Diagnosis written by Md Shafiullah and published by Elsevier. This book was released on 2022-01-14 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: Power System Fault Diagnosis: A Wide Area Measurement Based Intelligent Approach is a comprehensive overview of the growing interests in efficient diagnosis of power system faults to reduce outage duration and revenue losses by expediting the restoration process.This book illustrates intelligent fault diagnosis schemes for power system networks, at both transmission and distribution levels, using data acquired from phasor measurement units. It presents the power grid modeling, fault modeling, feature extraction processes, and various fault diagnosis techniques, including artificial intelligence techniques, in steps. The book also incorporates uncertainty associated with line parameters, fault information (resistance and inception angle), load demand, renewable energy generation, and measurement noises. - Provides step-by-step modeling of power system networks (distribution and transmission) and faults in MATLAB/SIMULINK and real-time digital simulator (RTDS) platforms - Presents feature extraction processes using advanced signal processing techniques (discrete wavelet and Stockwell transforms) and an easy-to-understand optimal feature selection method - Illustrates comprehensive results in the graphical and tabular formats that can be easily reproduced by beginners - Highlights various utility practices for fault location in transmission networks, distribution systems, and underground cables.

Communications, Signal Processing, and Systems

Author : Qilian Liang
Publisher : Springer
ISBN 13 : 9811365083
Total Pages : 1228 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Communications, Signal Processing, and Systems by : Qilian Liang

Download or read book Communications, Signal Processing, and Systems written by Qilian Liang and published by Springer. This book was released on 2019-06-14 with total page 1228 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together papers from the 2018 International Conference on Communications, Signal Processing, and Systems, which was held in Dalian, China on July 14–16, 2018. Presenting the latest developments and discussing the interactions and links between these multidisciplinary fields, the book spans topics ranging from communications, signal processing and systems. It is aimed at undergraduate and graduate electrical engineering, computer science and mathematics students, researchers and engineers from academia and industry as well as government employees.

Electronics and Signal Processing

Author : Wensong Hu
Publisher : Springer Science & Business Media
ISBN 13 : 3642216978
Total Pages : 1015 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Electronics and Signal Processing by : Wensong Hu

Download or read book Electronics and Signal Processing written by Wensong Hu and published by Springer Science & Business Media. This book was released on 2011-06-21 with total page 1015 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume includes extended and revised versions of a set of selected papers from the International Conference on Electric and Electronics (EEIC 2011) , held on June 20-22 , 2011, which is jointly organized by Nanchang University, Springer, and IEEE IAS Nanchang Chapter. The objective of EEIC 2011 Volume 1 is to provide a major interdisciplinary forum for the presentation of new approaches from Electronics and Signal Processing, to foster integration of the latest developments in scientific research. 133 related topic papers were selected into this volume. All the papers were reviewed by 2 program committee members and selected by the volume editor Prof. Wensong Hu. We hope every participant can have a good opportunity to exchange their research ideas and results and to discuss the state of the art in the areas of the Electronics and Signal Processing.

Computational Intelligence Applications in Modeling and Control

Author : Ahmad Taher Azar
Publisher : Springer
ISBN 13 : 3319110179
Total Pages : 434 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Computational Intelligence Applications in Modeling and Control by : Ahmad Taher Azar

Download or read book Computational Intelligence Applications in Modeling and Control written by Ahmad Taher Azar and published by Springer. This book was released on 2014-12-26 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of computational intelligence (CI) systems was inspired by observable and imitable aspects of intelligent activity of human being and nature. The essence of the systems based on computational intelligence is to process and interpret data of various nature so that that CI is strictly connected with the increase of available data as well as capabilities of their processing, mutually supportive factors. Developed theories of computational intelligence were quickly applied in many fields of engineering, data analysis, forecasting, biomedicine and others. They are used in images and sounds processing and identifying, signals processing, multidimensional data visualization, steering of objects, analysis of lexicographic data, requesting systems in banking, diagnostic systems, expert systems and many other practical implementations. This book consists of 16 contributed chapters by subject experts who are specialized in the various topics addressed in this book. The special chapters have been brought out in the broad areas of Control Systems, Power Electronics, Computer Science, Information Technology, modeling and engineering applications. Special importance was given to chapters offering practical solutions and novel methods for the recent research problems in the main areas of this book, viz. Control Systems, Modeling, Computer Science, IT and engineering applications. This book will serve as a reference book for graduate students and researchers with a basic knowledge of control theory, computer science and soft-computing techniques. The resulting design procedures are emphasized using Matlab/Simulink software.

Artificial Intelligence Applications in Electrical Transmission and Distribution Systems Protection

Author : Almoataz Y. Abdelaziz
Publisher : CRC Press
ISBN 13 : 1000454622
Total Pages : 395 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Artificial Intelligence Applications in Electrical Transmission and Distribution Systems Protection by : Almoataz Y. Abdelaziz

Download or read book Artificial Intelligence Applications in Electrical Transmission and Distribution Systems Protection written by Almoataz Y. Abdelaziz and published by CRC Press. This book was released on 2021-10-22 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) can successfully help in solving real-world problems in power transmission and distribution systems because AI-based schemes are fast, adaptive, and robust and are applicable without any knowledge of the system parameters. This book considers the application of AI methods for the protection of different types and topologies of transmission and distribution lines. It explains the latest pattern-recognition-based methods as applicable to detection, classification, and location of a fault in the transmission and distribution lines, and to manage smart power systems including all the pertinent aspects. FEATURES Provides essential insight on uses of different AI techniques for pattern recognition, classification, prediction, and estimation, exclusive to power system protection issues Presents an introduction to enhanced electricity system analysis using decision-making tools Covers AI applications in different protective relaying functions Discusses issues and challenges in the protection of transmission and distribution systems Includes a dedicated chapter on case studies and applications This book is aimed at graduate students, researchers, and professionals in electrical power system protection, stability, and smart grids.

Advances in Soft Computing and Its Applications

Author : Félix Castro
Publisher : Springer
ISBN 13 : 364245111X
Total Pages : 556 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Advances in Soft Computing and Its Applications by : Félix Castro

Download or read book Advances in Soft Computing and Its Applications written by Félix Castro and published by Springer. This book was released on 2013-11-18 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNAI 8265 and LNAI 8266 constitutes the proceedings of the 12th Mexican International Conference on Artificial Intelligence, MICAI 2013, held in Mexico City, Mexico, in November 2013. The total of 85 papers presented in these proceedings were carefully reviewed and selected from 284 submissions. The first volume deals with advances in artificial intelligence and its applications and is structured in the following five sections: logic and reasoning; knowledge-based systems and multi-agent systems; natural language processing; machine translation and bioinformatics and medical applications. The second volume deals with advances in soft computing and its applications and is structured in the following eight sections: evolutionary and nature-inspired metaheuristic algorithms; neural networks and hybrid intelligent systems; fuzzy systems; machine learning and pattern recognition; data mining; computer vision and image processing; robotics, planning and scheduling and emotion detection, sentiment analysis and opinion mining.

Pattern Recognition

Author : Jose Francisco Martinez-Trinidad
Publisher : Springer
ISBN 13 : 3319074911
Total Pages : 405 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Pattern Recognition by : Jose Francisco Martinez-Trinidad

Download or read book Pattern Recognition written by Jose Francisco Martinez-Trinidad and published by Springer. This book was released on 2014-06-20 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th Mexican Conference on Pattern Recognition, MCPR 2014, held in Cancun, Mexico, in June 2014. The 39 revised full papers presented were carefully reviewed and selected from 68 submissions and are organized in topical sections on pattern recognition and artificial intelligence; computer vision; image processing and analysis; animal biometric recognition and applications of pattern recognition.

Electrical Systems 2

Author : Abdenour Soualhi
Publisher : John Wiley & Sons
ISBN 13 : 1119720575
Total Pages : 195 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Electrical Systems 2 by : Abdenour Soualhi

Download or read book Electrical Systems 2 written by Abdenour Soualhi and published by John Wiley & Sons. This book was released on 2020-04-14 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: Methods of diagnosis and prognosis play a key role in the reliability and safety of industrial systems. Failure diagnosis requires the use of suitable sensors, which provide signals that are processed to monitor features (health indicators) for defects. These features are required to distinguish between operating states, in order to inform the operator of the severity level, or even the type, of a failure. Prognosis is defined as the estimation of a systems lifespan, including how long remains and how long has passed. It also encompasses the prediction of impending failures. This is a challenge that many researchers are currently trying to address. Electrical Systems, a book in two volumes, informs readers of the theoretical solutions to this problem, and the results obtained in several laboratories in France, Spain and further afield. To this end, many researchers from the scientific community have contributed to this book to share their research results.

Modelling, Monitoring and Diagnostic Techniques for Fluid Power Systems

Author : John Watton
Publisher : Springer Science & Business Media
ISBN 13 : 1846283744
Total Pages : 367 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Modelling, Monitoring and Diagnostic Techniques for Fluid Power Systems by : John Watton

Download or read book Modelling, Monitoring and Diagnostic Techniques for Fluid Power Systems written by John Watton and published by Springer Science & Business Media. This book was released on 2007-03-24 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the background theory of fluid power and indicates the range of concepts needed for a modern approach to condition monitoring and fault diagnosis. The theory is leavened by 15-years-worth of practical measurements by the author, working with major fluid power companies, and real industrial case studies. Heavily supported with examples drawn from real industrial plants – the methods in this book have been shown to work.

Advances in Intelligent Information Hiding and Multimedia Signal Processing

Author : Jeng-Shyang Pan
Publisher : Springer
ISBN 13 : 3319638599
Total Pages : 429 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Advances in Intelligent Information Hiding and Multimedia Signal Processing by : Jeng-Shyang Pan

Download or read book Advances in Intelligent Information Hiding and Multimedia Signal Processing written by Jeng-Shyang Pan and published by Springer. This book was released on 2017-07-15 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume includes papers presented at IIH-MSP 2017, the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, held from 12 to 15 August 2017 in Matsue, Shimane, Japan. The conference addresses topics ranging from information hiding and security, and multimedia signal processing and networking, to bio-inspired multimedia technologies and systems. This volume of Smart Innovation, Systems and Technologies focuses on subjects related to massive image/video compression and transmission for emerging networks, advances in speech and language processing, information hiding and signal processing for audio and speech signals, intelligent distribution systems and applications, recent advances in security and privacy for multimodal network environments, multimedia signal processing, and machine learning. Updated with the latest research outcomes and findings, the papers presented appeal to researchers and students who are interested in the corresponding fields.

Wavelet Analysis and Transient Signal Processing Applications for Power Systems

Author : Zhengyou He
Publisher : John Wiley & Sons
ISBN 13 : 1118977025
Total Pages : 268 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Wavelet Analysis and Transient Signal Processing Applications for Power Systems by : Zhengyou He

Download or read book Wavelet Analysis and Transient Signal Processing Applications for Power Systems written by Zhengyou He and published by John Wiley & Sons. This book was released on 2016-04-19 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: An original reference applying wavelet analysis to power systems engineering • Introduces a modern signal processing method called wavelet analysis, and more importantly, its applications to power system fault detection and protection • Concentrates on its application to the power system, offering great potential for fault detection and protection • Presents applications, examples, and case studies, together with the latest research findings • Provides a combination of the author’s tutorial notes from electrical engineering courses together with his own original research work, of interest to both industry and academia