Advanced Statistical Modeling Forecasting And Fault Detection In Renewable Energy Systems
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Advanced Statistical Modeling Forecasting And Fault Detection In Renewable Energy Systems
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Author : Fouzi Harrou
language : en
Publisher: BoD – Books on Demand
Release Date : 2020-04-01
Advanced Statistical Modeling Forecasting And Fault Detection In Renewable Energy Systems written by Fouzi Harrou and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-01 with Technology & Engineering categories.
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.
Iot Enabled Energy Efficiency Assessment Of Renewable Energy Systems And Micro Grids In Smart Cities
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Author : Mustapha Hatti
language : en
Publisher: Springer Nature
Release Date : 2024-05-27
Iot Enabled Energy Efficiency Assessment Of Renewable Energy Systems And Micro Grids In Smart Cities written by Mustapha Hatti and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-27 with Computers categories.
This book embarks on a transformative exploration of sustainable urban development, integrating Internet of Things (IoT) technologies in energy efficiency assessments of renewable energy systems and microgrids within smart cities. This work transcends conventional approaches, seamlessly blending theoretical insights with practical applications, and prioritizing real-time, IoT-enabled assessments for optimal energy utilization. Evolving the understanding of renewable energy systems and microgrids, the book distinguishes itself through its hands-on application of IoT technologies. It not only delves into theoretical aspects but also equips readers with actionable insights, guiding the implementation of IoT for informed decision-making in the dynamic landscape of smart city environments. From IoT sensor deployment strategies to data analytics techniques and practical considerations, the book's expansive scope offers a comprehensive roadmap for creating resilient and efficient energy ecosystems. Tailored for professionals, researchers, and policymakers in energy management, urban planning, and IoT technology, this resource speaks to a diverse audience. Whether the reader is an engineer aiming to optimize microgrid performance or a policymaker driving urban sustainability, the book provides indispensable insights. It serves as a compass, informing city planners on energy-efficient infrastructure, guiding researchers in developing impactful IoT applications, and assisting policymakers in formulating forward-thinking, eco-friendly regulations. In a world embracing smart technologies, this book emerges as an essential guide, steering stakeholders toward a future where the seamless integration of energy efficiency and IoT defines the landscape of truly smart and sustainable cities.
Artificial Intelligence For Renewable Energy Systems
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Author : Ashutosh Kumar Dubey
language : en
Publisher: Woodhead Publishing
Release Date : 2022-08-01
Artificial Intelligence For Renewable Energy Systems written by Ashutosh Kumar Dubey and has been published by Woodhead Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-01 with Science categories.
Artificial Intelligence for Renewable Energy Systems addresses the energy industries remarkable move from traditional power generation to a cost-effective renewable energy system, and most importantly, the paradigm shift from a market-based cost of the commodity to market-based technological advancements. Featuring recent developments and state-of-the-art applications of artificial intelligence in renewable energy systems design, the book emphasizes how AI supports effective prediction for energy generation, electric grid related line loss prediction, load forecasting, and for predicting equipment failure prevention. Looking at approaches in system modeling and performance prediction of renewable energy systems, this volume covers power generation systems, building service systems and combustion processes, exploring advances in machine learning, artificial neural networks, fuzzy logic, genetic algorithms and hybrid mechanisms. - Includes real-time applications that illustrates artificial intelligence and machine learning for various renewable systems - Features a templated approach that can be used to explore results, with scientific implications followed by detailed case studies - Covers computational capabilities and varieties for renewable system design
Congress On Research Development And Innovation In Renewable Energies
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Author : Mayken Espinoza-Andaluz
language : en
Publisher: Springer Nature
Release Date : 2022-06-02
Congress On Research Development And Innovation In Renewable Energies written by Mayken Espinoza-Andaluz and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-02 with Technology & Engineering categories.
The 2021 Congress on Research, Development and Innovation in Renewable Energies (CIDiER 2021) aims to promote international collaboration that fosters ideas and dialogue on developing a solution to climate change through research and development that leads to clean energy innovation via renewable energies. These selected papers cover both theoretical and applied research that will strengthen the implementation of renewable energy projects between universities, research centers, and private companies.
Icasiset 2020
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Author : Mahalingam Sundhararajan
language : en
Publisher: European Alliance for Innovation
Release Date : 2021-01-27
Icasiset 2020 written by Mahalingam Sundhararajan and has been published by European Alliance for Innovation this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-27 with Social Science categories.
We are delighted to introduce the proceedings of the first edition of the 2020 European Alliance for Innovation (EAI) International Conference on Advanced Scientific Innovation in Science, Engineering and Technology. This conference has brought innovative academics, industrial experts researchers, developers and practitioners around the world in the field of Science, Engineering and Technology to a common forum. The technical program of ICASISET 2020 consisted of 97 full papers, including 6 invited papers in oral presentation sessions at the main conference tracks. The conference tracks were: Innovative Computing, Advanced innovation technology in Communication, Industry automation, hydrogen hybrid machine, computing in medical applications, Image processing and Internet of Things (IoT) and application. Aside from the high-quality technical paper presentations, the technical program also featured two keynote speeches, one invited talk and two technical workshops. The two keynote speeches were Dr. Hoshang Kolivand, Senior Lecturer, Liverpool John moores University, United Kingdom and Dr. Sheldon Williamson from Canada Research Chair in Electric Energy Storage Systems for Transportation Electrification and Professor in the Department of Electrical, Computer and Software Engineering, Ontario Tech University. The two workshops organized were in the topics of Machine learning and Industrial applications. The workshop aimed to gain insights into key challenges, understanding and design criteria of employing recent technologies to develop and implement computational techniques and applications.
Power Systems Operation With 100 Renewable Energy Sources
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Author : Sanjeevikumar Padmanaban
language : en
Publisher: Elsevier
Release Date : 2023-10-24
Power Systems Operation With 100 Renewable Energy Sources written by Sanjeevikumar Padmanaban and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-24 with Technology & Engineering categories.
Power Systems Operation with 100% Renewable Energy Sources combines fundamental concepts of renewable energy integration into power systems with real-world case studies to bridge the gap between theory and implementation. The book examines the challenges and solutions for renewable energy integration into the transmission and distribution grids, and also provides information on design, analysis and operation. Starting with an introduction to renewable energy sources and bulk power systems, including policies and frameworks for grid upgradation, the book then provides forecasting, modeling and analysis techniques for renewable energy sources. Subsequent chapters discuss grid code requirements and compliance, before presenting a detailed break down of solar and wind integration into power systems. Other topics such as voltage control and optimization, power quality enhancement, and stability control are also considered. Filled with case studies, applications and techniques, Power Systems Operation with 100% Renewable Energy Sources is a valuable read to researchers, students and engineers working towards more sustainable power systems. - Explains Volt/Var control and optimization for both transmission grid and distribution - Discusses renewable energy integration into the weak grid system, along with its challenges, examples, and case studies - Offers simulation examples of renewable energy integration studies that readers will perform using advanced simulation tools - Presents recent trends like energy storage systems and demand responses for improving stability and reliability
Road Traffic Modeling And Management
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Author : Fouzi Harrou
language : en
Publisher: Elsevier
Release Date : 2021-10-05
Road Traffic Modeling And Management written by Fouzi Harrou and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-05 with Transportation categories.
Road Traffic Modeling and Management: Using Statistical Monitoring and Deep Learning provides a framework for understanding and enhancing road traffic monitoring and management. The book examines commonly used traffic analysis methodologies as well the emerging methods that use deep learning methods. Other sections discuss how to understand statistical models and machine learning algorithms and how to apply them to traffic modeling, estimation, forecasting and traffic congestion monitoring. Providing both a theoretical framework along with practical technical solutions, this book is ideal for researchers and practitioners who want to improve the performance of intelligent transportation systems. - Provides integrated, up-to-date and complete coverage of the key components for intelligent transportation systems: traffic modeling, forecasting, estimation and monitoring - Uses methods based on video and time series data for traffic modeling and forecasting - Includes case studies, key processes guidance and comparisons of different methodologies
Photovoltaic Modules
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Author : Dhiraj Magare
language : en
Publisher: CRC Press
Release Date : 2025-08-11
Photovoltaic Modules written by Dhiraj Magare and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-11 with Technology & Engineering categories.
The book provides a comprehensive review of developments in all aspects of solar photovoltaic technology in a single volume. It discusses maximum power point tracking (MPPT) control for achieving maximum possible power, robust control to maintain stable operation under varying internal as well as the ambient environment, inverter control for constant frequency operation, and automating the maintenance of photovoltaic solar plants. This book: Presents modeling methods based on mathematical and physical principles for solar photovoltaic cells, power quality analysis of rooftop grid-connected PV, and PV generation analyzed by bidirectional long short-term memory networks (BiLSTM) to evaluate the performance reliability of the bifacial module and the control system of the synchronous reference CCVSI for active power injection Provides an overview of SPECS control, various control loops, control algorithms, controllers, and their impact on the prosumer and the smart grid and discusses instantaneous power theory (pq theory) Covers control techniques of power electronic converters, optimization techniques, and management of the grid-connected solar PV arrays, qualification testing of bifacial modules as per IEC- 61215: 2021 and IEC 61730, including analytical approach elaborated for the performance of a building-integrated solar PV/T system Discusses and comprehensively reviews degradation mechanisms, characterization techniques, and occurrence frequencies based on field testing, long-term analyses of PV installations, harmonic compensation, and the enhancement of Power Quality for the entire system, a novel approach of developing an effective and systematic brownout procedure and a novel game theory auctioning framework for trading energy in smart grids and explains Gbest-guided Artificial Bee Colony (GABC) optimization Includes real-life case studies It will serve as an ideal reference text for senior undergraduate, graduate students, and academic researchers in fields including electrical engineering, electronics and communications engineering, environmental engineering, and renewable energy.
Renewable Energy Production And Distribution
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Author : Mejdi Jeguirim
language : en
Publisher: Academic Press
Release Date : 2022-06-16
Renewable Energy Production And Distribution written by Mejdi Jeguirim and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-16 with Science categories.
Renewable Energy Production and Distribution: Recent Developments covers critical research and industry developments on renewable energy, including technological, production, conversion, storage and management. This updated volume provides recent developments in solar energy systems (thermal and photovoltaic), wind energy, hydropower, geothermal energy, bioenergy production and hydrogen production, with the addition of fuel cell technology for this new release. Technology advancements include resources assessment and deployment, materials performance improvement, system optimization and sizing, instrumentation and control, modeling and simulation, and regulations and policies. Each chapter examines advances in specific renewable energy systems, providing theoretical and applied aspects of system optimization, control and management. Global case studies demonstrate practical applications and economical and environmental aspects through lifecycle analysis. The book will be of interest to engineering graduates, researchers, professors and industry professionals involved in the renewable energy sector and advanced engineering courses dealing with renewable energy, sources, thermal and electrical energy production and sustainability. - Addresses the advantages and disadvantages of all renewable technologies - Includes global case studies that demonstrate the practical applications of renewable energy production and distribution - Features videos and slideshows in the online e-Book for application tutorials
Solar Radiation
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Author : Mohammadreza Aghaei
language : en
Publisher: BoD – Books on Demand
Release Date : 2024-11-20
Solar Radiation written by Mohammadreza Aghaei and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-20 with Technology & Engineering categories.
This book provides up-to-date, comprehensive insights into recent innovations and advancements in enabling technologies for the energy transition, with a particular emphasis on solar photovoltaic applications. It also covers essential, modern, and contemporary knowledge of digitalization and innovation in the energy transition. Key topics include: •Fundamental principles of electrification, decentralization, and flexibility concepts in energy transition •AI techniques and innovative approaches for solar radiation forecasting and solar photovoltaic energy optimization •Recent advances in solar photovoltaic technologies and applications, including solar energy system integration, solar photovoltaic plants, and integrated photovoltaics This book serves as a valuable reference for undergraduate and postgraduate students, as well as for both emerging and seasoned researchers, designers, and industrial engineers in the solar energy sector.