Neural Control of Renewable Electrical Power Systems Book

Neural Control of Renewable Electrical Power Systems


  • Author : Edgar N. Sánchez
  • Publisher : Springer Nature
  • Release Date : 2020-05-09
  • Genre: Technology & Engineering
  • Pages : 206
  • ISBN 10 : 9783030474430

GET BOOK
Neural Control of Renewable Electrical Power Systems Excerpt :

This book presents advanced control techniques that use neural networks to deal with grid disturbances in the context renewable energy sources, and to enhance low-voltage ride-through capacity, which is a vital in terms of ensuring that the integration of distributed energy resources into the electrical power network. It presents modern control algorithms based on neural identification for different renewable energy sources, such as wind power, which uses doubly-fed induction generators, solar power, and battery banks for storage. It then discusses the use of the proposed controllers to track doubly-fed induction generator dynamics references: DC voltage, grid power factor, and stator active and reactive power, and the use of simulations to validate their performance. Further, it addresses methods of testing low-voltage ride-through capacity enhancement in the presence of grid disturbances, as well as the experimental validation of the controllers under both normal and abnormal grid conditions. The book then describes how the proposed control schemes are extended to control a grid-connected microgrid, and the use of an IEEE 9-bus system to evaluate their performance and response in the presence of grid disturbances. Lastly, it examines the real-time simulation of the entire system under normal and abnormal conditions using an Opal-RT simulator.

Renewable Energy Systems Book

Renewable Energy Systems


  • Author : Ahmad Taher Azar
  • Publisher : Academic Press
  • Release Date : 2021-09-09
  • Genre: Computers
  • Pages : 732
  • ISBN 10 : 9780128203989

GET BOOK
Renewable Energy Systems Excerpt :

Renewable Energy Systems: Modelling, Optimization and Control aims to cross-pollinate recent advances in the study of renewable energy control systems by bringing together diverse scientific breakthroughs on the modeling, control and optimization of renewable energy systems by leading researchers. The book brings together the most comprehensive collection of modeling, control theorems and optimization techniques to help solve many scientific issues for researchers in renewable energy and control engineering. Many multidisciplinary applications are discussed, including new fundamentals, modeling, analysis, design, realization and experimental results. The book also covers new circuits and systems to help researchers solve many nonlinear problems. This book fills the gaps between different interdisciplinary applications, ranging from mathematical concepts, modeling, and analysis, up to the realization and experimental work. Covers modeling, control theorems and optimization techniques which will solve many scientific issues for researchers in renewable energy Discusses many multidisciplinary applications with new fundamentals, modeling, analysis, design, realization and experimental results Includes new circuits and systems, helping researchers solve many nonlinear problems

Power Electronics and Renewable Energy Systems Book

Power Electronics and Renewable Energy Systems


  • Author : C. Kamalakannan
  • Publisher : Springer
  • Release Date : 2014-11-19
  • Genre: Technology & Engineering
  • Pages : 1607
  • ISBN 10 : 9788132221197

GET BOOK
Power Electronics and Renewable Energy Systems Excerpt :

The book is a collection of high-quality peer-reviewed research papers presented in the Proceedings of International Conference on Power Electronics and Renewable Energy Systems (ICPERES 2014) held at Rajalakshmi Engineering College, Chennai, India. These research papers provide the latest developments in the broad area of Power Electronics and Renewable Energy. The book discusses wide variety of industrial, engineering and scientific applications of the emerging techniques. It presents invited papers from the inventors/originators of new applications and advanced technologies.

Soft Computing in Green and Renewable Energy Systems Book

Soft Computing in Green and Renewable Energy Systems


  • Author : Kasthurirangan Gopalakrishnan
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-08-20
  • Genre: Computers
  • Pages : 306
  • ISBN 10 : 9783642221750

GET BOOK
Soft Computing in Green and Renewable Energy Systems Excerpt :

Soft Computing in Green and Renewable Energy Systems provides a practical introduction to the application of soft computing techniques and hybrid intelligent systems for designing, modeling, characterizing, optimizing, forecasting, and performance prediction of green and renewable energy systems. Research is proceeding at jet speed on renewable energy (energy derived from natural resources such as sunlight, wind, tides, rain, geothermal heat, biomass, hydrogen, etc.) as policy makers, researchers, economists, and world agencies have joined forces in finding alternative sustainable energy solutions to current critical environmental, economic, and social issues. The innovative models, environmentally benign processes, data analytics, etc. employed in renewable energy systems are computationally-intensive, non-linear and complex as well as involve a high degree of uncertainty. Soft computing technologies, such as fuzzy sets and systems, neural science and systems, evolutionary algorithms and genetic programming, and machine learning, are ideal in handling the noise, imprecision, and uncertainty in the data, and yet achieve robust, low-cost solutions. As a result, intelligent and soft computing paradigms are finding increasing applications in the study of renewable energy systems. Researchers, practitioners, undergraduate and graduate students engaged in the study of renewable energy systems will find this book very useful.

Intelligent Control in Energy Systems Book

Intelligent Control in Energy Systems


  • Author : Anastasios Dounis
  • Publisher : MDPI
  • Release Date : 2019-08-26
  • Genre: Science
  • Pages : 508
  • ISBN 10 : 9783039214150

GET BOOK
Intelligent Control in Energy Systems Excerpt :

The editors of this Special Issue titled “Intelligent Control in Energy Systems” have attempted to create a book containing original technical articles addressing various elements of intelligent control in energy systems. In response to our call for papers, we received 60 submissions. Of those submissions, 27 were published and 33 were rejected. In this book, we offer the 27 accepted technical articles as well as one editorial. Authors from 15 countries (China, Netherlands, Spain, Tunisia, United Sates of America, Korea, Brazil, Egypt, Denmark, Indonesia, Oman, Canada, Algeria, Mexico, and the Czech Republic) elaborate on several aspects of intelligent control in energy systems. The book covers a broad range of topics including fuzzy PID in automotive fuel cell and MPPT tracking, neural networks for fuel cell control and dynamic optimization of energy management, adaptive control on power systems, hierarchical Petri Nets in microgrid management, model predictive control for electric vehicle battery and frequency regulation in HVAC systems, deep learning for power consumption forecasting, decision trees for wind systems, risk analysis for demand side management, finite state automata for HVAC control, robust μ-synthesis for microgrids, and neuro-fuzzy systems in energy storage.

Intelligent Renewable Energy Systems Book

Intelligent Renewable Energy Systems


  • Author : Gerasimos Rigatos
  • Publisher : Springer
  • Release Date : 2016-08-06
  • Genre: Technology & Engineering
  • Pages : 542
  • ISBN 10 : 9783319391564

GET BOOK
Intelligent Renewable Energy Systems Excerpt :

Focused on renewable energy systems and the development of information and communication technologies (ICTs) for their integration in smart grids, this book presents recent advances and methods that help to ensure that power generation from renewable sources remains stable, that power losses are minimized, and that the reliable functioning of these power generation units is maintained. The book highlights key topics and technologies for renewable energy systems including the intelligent control of power generators, power electronics that connect renewable power generation units to the grid, and fault diagnosis for power generators and power electronics. In particular, the following topics are addressed: • Modeling and control of power generators (PMSGs, DFIGs); • Modeling and control of power electronics (converters, inverters); • Modeling and fault diagnosis of the transmission and distribution Grid; and • Modelling and control of distributed power generation units (interconnected synchronous generators or photovoltaic units). Because of the above coverage, members of the wider engineering community will find that the nonlinear control and estimation methods presented provide essential insights into the functioning of renewable energy power systems, while the academic community will find the book a valuable textbook for undergraduate or graduate courses on renewable energy systems.

Integration of Green and Renewable Energy in Electric Power Systems Book

Integration of Green and Renewable Energy in Electric Power Systems


  • Author : Ali Keyhani
  • Publisher : John Wiley & Sons
  • Release Date : 2009-12-14
  • Genre: Technology & Engineering
  • Pages : 328
  • ISBN 10 : 9780470187760

GET BOOK
Integration of Green and Renewable Energy in Electric Power Systems Excerpt :

A practical, application-oriented text that presents analytical results for the better modeling and control of power converters in the integration of green energy in electric power systems The combined technology of power semiconductor switching devices, pulse width modulation algorithms, and control theories are being further developed along with the performance improvement of power semiconductors and microprocessors so that more efficient, reliable, and cheaper electric energy conversion can be achieved within the next decade. Integration of Green and Renewable Energy in Electric Power Systems covers the principles, analysis, and synthesis of closed loop control of pulse width modulated converters in power electronics systems, with special application emphasis on distributed generation systems and uninterruptible power supplies. The authors present two versions of a documented simulation test bed for homework problems and projects based on Matlab/Simulink, designed to help readers understand the content through simulations. The first consists of a number of problems and projects for classroom teaching convenience and learning. The second is based on the most recent work in control of power converters for the research of practicing engineers and industry researchers. Addresses a combination of the latest developments in control technology of pulse width modulation algorithms and digital control methods Problems and projects have detailed mathematical modeling, control design, solution steps, and results Uses a significant number of tables, circuit and block diagrams, and waveform plots with well-designed, class-tested problems/solutions and projects designed for the best teaching-learning interaction Provides computer simulation programs as examples for ease of understanding and platforms for the projects Covering major power-conversion applications that help professionals from a variety of industries, Integration of Green and Renewable Energy in Electric Power Sys

Advanced Statistical Modeling  Forecasting  and Fault Detection in Renewable Energy Systems Book

Advanced Statistical Modeling Forecasting and Fault Detection in Renewable Energy Systems


  • Author : Fouzi Harrou
  • Publisher : BoD – Books on Demand
  • Release Date : 2020-04-01
  • Genre: Technology & Engineering
  • Pages : 210
  • ISBN 10 : 9781838800918

GET BOOK
Advanced Statistical Modeling Forecasting and Fault Detection in Renewable Energy Systems Excerpt :

Fault detection, control, and forecasting have a vital role in renewable energy systems (Photovoltaics (PV) and wind turbines (WTs)) to improve their productivity, ef?ciency, and safety, and to avoid expensive maintenance. For instance, the main crucial and challenging issue in solar and wind energy production is the volatility of intermittent power generation due mainly to weather conditions. This fact usually limits the integration of PV systems and WTs into the power grid. Hence, accurately forecasting power generation in PV and WTs is of great importance for daily/hourly efficient management of power grid production, delivery, and storage, as well as for decision-making on the energy market. Also, accurate and prompt fault detection and diagnosis strategies are required to improve efficiencies of renewable energy systems, avoid the high cost of maintenance, and reduce risks of fire hazards, which could affect both personnel and installed equipment. This book intends to provide the reader with advanced statistical modeling, forecasting, and fault detection techniques in renewable energy systems.

Renewable Energy Sources Charged With Energy from the Sun and Originated from Earth Moon Interactions   Volume II Book

Renewable Energy Sources Charged With Energy from the Sun and Originated from Earth Moon Interactions Volume II


  • Author : Evald Emilievich Shpilrain
  • Publisher : EOLSS Publications
  • Release Date : 2009-08-14
  • Genre: Technology & Engineering
  • Pages : 270
  • ISBN 10 : 9781848260207

GET BOOK
Renewable Energy Sources Charged With Energy from the Sun and Originated from Earth Moon Interactions Volume II Excerpt :

Renewable Energy Sources Charged with Energy from the Sun and Originated from Earth-Moon Interaction theme is a component of Encyclopedia of Energy Sciences, Engineering and Technology Resources in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. The volume on Renewable Energy Sources Charged with Energy from the Sun and Originated from Earth-Moon Interaction, considers energy sources that are renewable in the sense that they are continually renewed, charged mainly by solar radiation, regardless of their utilization. In addition to energy sources charged by the sun, the subject of tidal energy, which originates from the gravitational interaction of the earth, moon, and sun, is also provided. This theme is structured in five main topics: Renewable Energy Sources Charged with Energy from the Sun ; Energy from Biomass; Wind Energy, Natural Temperature Differences as an Energy Source; Wave Energy; Tidal Energy, which are then expanded into multiple subtopics, each as a chapter.These two volumes are aimed at the following five major target audiences: University and College students Educators, Professional practitioners, Research personnel and Policy analysts, managers, and decision makers and NGOs.

Innovation in Power  Control  and Optimization  Emerging Energy Technologies Book

Innovation in Power Control and Optimization Emerging Energy Technologies


  • Author : Vasant, Pandian
  • Publisher : IGI Global
  • Release Date : 2011-09-30
  • Genre: Technology & Engineering
  • Pages : 396
  • ISBN 10 : 9781613501399

GET BOOK
Innovation in Power Control and Optimization Emerging Energy Technologies Excerpt :

Developing a system that can cope with variations of system or control parameters, measurement uncertainty, and complex, multi-objective optimization criteria is a frequent problem in engineering systems design. The need for a priori knowledge and the inability to learn from past experience make the design of robust, adaptive, and stable systems a difficult task. Innovation in Power, Control, and Optimization: Emerging Energy Technologies unites research on the development of techniques and methodologies to improve the performance of power systems, energy planning and environments, controllers and robotics, operation research, and modern artificial computational intelligent techniques. Containing research on power engineering, control systems, and methods of optimization, this book is written for professionals who want to improve their understanding of strategic developments in the area of power, control, and optimization.

Predictive Modelling for Energy Management and Power Systems Engineering Book

Predictive Modelling for Energy Management and Power Systems Engineering


  • Author : Ravinesh Deo
  • Publisher : Elsevier
  • Release Date : 2020-09-30
  • Genre: Science
  • Pages : 552
  • ISBN 10 : 9780128177730

GET BOOK
Predictive Modelling for Energy Management and Power Systems Engineering Excerpt :

Predictive Modeling for Energy Management and Power Systems Engineering introduces readers to the cutting-edge use of big data and large computational infrastructures in energy demand estimation and power management systems. The book supports engineers and scientists who seek to become familiar with advanced optimization techniques for power systems designs, optimization techniques and algorithms for consumer power management, and potential applications of machine learning and artificial intelligence in this field. The book provides modeling theory in an easy-to-read format, verified with on-site models and case studies for specific geographic regions and complex consumer markets. Presents advanced optimization techniques to improve existing energy demand system Provides data-analytic models and their practical relevance in proven case studies Explores novel developments in machine-learning and artificial intelligence applied in energy management Provides modeling theory in an easy-to-read format

Systems  Automation and Control Book

Systems Automation and Control


  • Author : Nabil Derbel
  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release Date : 2016-10-10
  • Genre: Technology & Engineering
  • Pages : 133
  • ISBN 10 : 9783110448436

GET BOOK
Systems Automation and Control Excerpt :

Extended versions of awarded contributions of the International Conference on Systems, Analysis and Automatic Control, Barcelona 2014. Among the topics are: Adaptive Control, Predictive Control, Fuzzy Logic Control, System Identification, Expert and Knowledge Based Systems, Nonlinear Systems, Human-Machine Systems, Intelligent User Interface, Human-Machine Design and Evaluation, Learning Control, Uncertain Systems, Supervision.

Smart Electrical Grid System Book

Smart Electrical Grid System


  • Author : Krishan Arora
  • Publisher : CRC Press
  • Release Date : 2022-07-01
  • Genre: Technology & Engineering
  • Pages : 292
  • ISBN 10 : 9781000606126

GET BOOK
Smart Electrical Grid System Excerpt :

Smart technologies, such as artificial intelligence and machine learning, play a vital role in modeling, analysis, performance prediction, effective control, and utilization of smart energy systems. This book presents novel concepts in the development of smart cities and smart grids as well as discusses the technologies involved in producing efficient and economically feasible energy technologies around the world. It comprehensively covers important topics, including optimization methods for smart grids, power converters, smart meters, load frequency control, automatic generation control, and power electronics for smart grids. This book focuses mainly on three areas of electrical engineering: control systems, power electronics, and renewable resources, including artificial intelligence for the development of smart electrical grids. Key Features • Clarifies how the smart grid plays an important role in modern smart technologies • Introduces the basic concepts of modernization of smart grid with the assumption of basic knowledge of mathematics and power systems • Describes the structure of technologies based on Internet of Things (IoT), which acts like a bridge to cover the gap between the physical and virtual worlds required for the realization of the smart grid • Includes practical examples of the smart grid and energy saving • Illustrates the integration of renewable energy sources with worked examples • Enables readers to engage with the immediate development of power systems by using smart approaches for future smart grids

Topical Drifts in Intelligent Computing Book

Topical Drifts in Intelligent Computing


  • Author : Jyotsna Kumar Mandal
  • Publisher : Springer Nature
  • Release Date : 2022-05-25
  • Genre: Technology & Engineering
  • Pages : 641
  • ISBN 10 : 9789811907456

GET BOOK
Topical Drifts in Intelligent Computing Excerpt :

This book gathers a collection of high-quality peer-reviewed research papers presented at International Conference on Computational Techniques and Applications (ICCTA 2021), organized by the Electronics and Telecommunication Engineers (IETE), Kolkata Center, India, during 8 – 9 October 2021. This includes research in the areas of intelligent computing and communication systems including computing, electronics, green energy design, communications, computers to interact and disseminate information on latest developments both academically and industrially for computational drifts. The three main tracks are (i) computing in network security, AI and data science; (ii) contemporary issues in electronics, and communication technology; and (iii) intelligent computing in electrical power, control systems and energy technology.

Neural and Fuzzy Logic Control of Drives and Power Systems Book
Score: 5
From 1 Ratings

Neural and Fuzzy Logic Control of Drives and Power Systems


  • Author : Marcian Cirstea
  • Publisher : Newnes
  • Release Date : 2002-10-08
  • Genre: Computers
  • Pages : 399
  • ISBN 10 : 0750655585

GET BOOK
Neural and Fuzzy Logic Control of Drives and Power Systems Excerpt :

*Introduces cutting-edge control systems to a wide readership of engineers and students *The first book on neuro-fuzzy control systems to take a practical, applications-based approach, backed up with worked examples and case studies *Learn to use VHDL in real-world applications Introducing cutting edge control systems through real-world applications Neural networks and fuzzy logic based systems offer a modern control solution to AC machines used in variable speed drives, enabling industry to save costs and increase efficiency by replacing expensive and high-maintenance DC motor systems. The use of fast micros has revolutionised the field with sensorless vector control and direct torque control. This book reflects recent research findings and acts as a useful guide to the new generation of control systems for a wide readership of advanced undergraduate and graduate students, as well as practising engineers. The authors guide readers quickly and concisely through the complex topics of neural networks, fuzzy logic, mathematical modelling of electrical machines, power systems control and VHDL design. Unlike the academic monographs that have previously been published on each of these subjects, this book combines them and is based round case studies of systems analysis, control strategies, design, simulation and implementation. The result is a guide to applied control systems design that will appeal equally to students and professional design engineers. The book can also be used as a unique VHDL design aid, based on real-world power engineering applications.