Ai Driven Solutions For Solar Energy Efficiency Irradiance Modeling And Pv Forecasting
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Ai Driven Solutions For Solar Energy Efficiency Irradiance Modeling And Pv Forecasting
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Author : Alexandria, Auzuir Ripardo de
language : en
Publisher: IGI Global
Release Date : 2025-08-08
Ai Driven Solutions For Solar Energy Efficiency Irradiance Modeling And Pv Forecasting written by Alexandria, Auzuir Ripardo de and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-08 with Technology & Engineering categories.
The issue of intermittency, or variations in solar irradiance caused by weather, time of day, and geographic considerations, confronts the solar energy industry. Because of this unpredictability, precise forecasting and effective management of solar power generation are essential for a steady supply of energy. Simultaneously, artificial intelligence (AI) approaches, in particular machine learning (ML), deep learning (DL), and neural networks, have shown promise in resolving intricate, nonlinear issues across a range of areas. However, the utilization of these technologies for projecting solar irradiance and optimizing energy management is yet to be explored in depth, necessitating specific skills and methods to properly tap into their potential. AI-Driven Solutions for Solar Energy Efficiency, Irradiance Modeling, and PV Forecasting examines the relationship between solar energy and AI, with a particular emphasis on how AI-driven methods can improve solar power systems' performance, efficiency, and forecasting. It illustrates how AI-based optimization algorithms may maximize energy output and reduce losses in photovoltaic (PV) systems and solar power plants. Covering topics such as charge management, microgrids, and smart building designs, this book is an excellent resource for engineers, executives, policymakers, technologists, environmental advocates, business leaders, investors, professionals, researchers, scholars, academicians, and more.
Ai Driven Solutions For Solar Energy Efficiency Irradiance Modeling And Pv Forecasting
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Author : Auzuir Ripardo de Alexandria
language : en
Publisher: Engineering Science Reference
Release Date : 2025
Ai Driven Solutions For Solar Energy Efficiency Irradiance Modeling And Pv Forecasting written by Auzuir Ripardo de Alexandria and has been published by Engineering Science Reference this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025 with Computers categories.
"This book examines the relationship between solar energy and artificial intelligence (AI), with a particular emphasis on how AI-driven methods can improve solar power systems' performance, efficiency, and forecasting. The purpose of this book is to give researchers, engineers, and business experts up-to-date information on using AI for: Enhancing Solar Energy Efficiency: Illustrating how artificial intelligence (AI)-based optimization algorithms may maximize energy output and reduce losses in photovoltaic (PV) systems and solar power plants"-- Provided by publisher.
Leveraging Ai For Innovative Sustainable Energy Solar Wind And Green Hydrogen
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Author : Hammouch, Hind
language : en
Publisher: IGI Global
Release Date : 2025-05-15
Leveraging Ai For Innovative Sustainable Energy Solar Wind And Green Hydrogen written by Hammouch, Hind and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-15 with Technology & Engineering categories.
Artificial intelligence (AI) and intelligent technologies play a vital role in transforming the energy sector, which is key to delivering lower carbon footprints combined with increased levels of security. AI-driven innovations in solar, wind energy, green hydrogen generation increase efficiency to achieve further sustainability. Furthermore, the disruptive impact of AI-based solutions in the energy sector is informative for initiating more sustainable industrial and commercial purposes and practices worldwide. Thus, AI-enabled systems and their capabilities in generation, distribution of energy and consumption can contribute to helping build more robust and greener infrastructures for our resources. Leveraging AI for Innovative Sustainable Energy: Solar, Wind and Green Hydrogen offers practical steps for incorporating green hydrogen into established energy systems that can help to realize net-zero emissions targets. It inspires innovation by detailing the experiences of real-life case studies and presenting forward-looking viewpoints that make collaboration between various sectors possible, all towards embracing renewable energy solutions on a global scale. Covering topics such as hydrogen power, marketing strategies, and public education campaigns, this book is an excellent resource for environmental advocates, sustainability practitioners, policymakers, manufacturers, industry leaders, professionals, researchers, scholars, academicians, and more.
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.
Technologies For Energy Agriculture And Healthcare
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Author : Shailesh R. Nikam
language : en
Publisher: CRC Press
Release Date : 2025-02-14
Technologies For Energy Agriculture And Healthcare written by Shailesh R. Nikam and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-14 with Technology & Engineering categories.
Energy, Agriculture and Healthcare are key areas which address the development of the nation. Technology related to automation, computing, data analysis, sensor, AI/ML, and IoT drives growth in these sectors. The conference provided a single and integrated platform for researchers working in these areas with a focus on the use of IT tools. It specifically focused on research in energy, agriculture and healthcare. It was organized in hybrid mode, which encouraged researchers all over the world to participate and interact with peer researchers.
Solar Energy Systems And Technologies
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Author : Pushpendra Kumar Sharma, Radhey Shyam, Dr. S.V.G.V.A. Prasad, Dr. Subhasis Roy
language : en
Publisher: RK Publication
Release Date : 2025-03-08
Solar Energy Systems And Technologies written by Pushpendra Kumar Sharma, Radhey Shyam, Dr. S.V.G.V.A. Prasad, Dr. Subhasis Roy and has been published by RK Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-08 with Science categories.
Solar Energy Systems and Technologies offers a comprehensive overview of solar energy principles, system design, and emerging technologies. Covering photovoltaic, thermal, and hybrid systems, it explores applications, efficiency optimization, and sustainability. Ideal for students, engineers, and researchers, the book bridges theory and practice in harnessing solar power for clean energy solutions.
Photovoltaic Systems Technology
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Author : Mohammed Aslam Husain
language : en
Publisher: John Wiley & Sons
Release Date : 2024-05-23
Photovoltaic Systems Technology written by Mohammed Aslam Husain and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-23 with Science categories.
PHOTOVOLTAIC SYSTEMS TECHNOLOGY Discover comprehensive insights into the latest advancements in solar PV technology, including power electronics, maximum power point tracking schemes, and forecasting techniques, with a focus on improving the performance of PV systems. A huge number of research articles and books have been published in the last two decades, covering different issues of PV efficiency, circuits, and systems for power processing and their related control. Books that have been published cover one or more topics but altogether fail to give a complete picture of the different aspects of PV systems. Photovoltaic Systems Technology aims to close the gap by providing a comprehensive review of techniques/practices that are dedicated to improving the performance of PV systems. The book is divided into three parts: the first part is dedicated to advancements in power electronic converters for PV systems; tools and techniques for maximum power point tracking of PV systems will be covered in the second part of the book; and the third part covers advancements in techniques for solar PV forecasting. The overall focus of the book is to highlight the advancements in modeling, design, performance under faulty conditions, forecasting, and application of solar photovoltaic (PV) systems using metaheuristic, evolutionary computation, machine learning, and AI approaches. It is intended for researchers and engineers aspiring to learn about the latest advancements in solar PV technology with emphasis on power electronics involved, maximum power point tracking (MPPT) schemes, and forecasting techniques.
Innovations In Next Generation Energy Storage Solutions
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Author : Mhadhbi, Mohsen
language : en
Publisher: IGI Global
Release Date : 2025-05-13
Innovations In Next Generation Energy Storage Solutions written by Mhadhbi, Mohsen and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-13 with Technology & Engineering categories.
Global energy demand continuously increases due to population growth and economic development. This rise creates a pressing need to explore new materials for energy harvesting and storage. New findings have been found related to synthesis, fabrication, structure, properties, performance, and technological application. Further exploration into these advancements may inform strategies and policies regarding energy harvesting, energy storage materials, and devices. Innovations in Next-Generation Energy Storage Solutions covers recent advances and trends related to the materials for energy harvesting and storage, bringing together researchers from across physics, materials science, engineering, chemistry, and related fields. Covering topics such as solar cells, hybrid energy, and electrochemical processes, this book is an excellent resource for material scientists, engineers, energy activists, professionals, researchers, scholars, academicians, and more.
Advanced Technologies For Planning And Operation Of Prosumer Energy Systems
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Author : Bin Zhou
language : en
Publisher: Frontiers Media SA
Release Date : 2023-04-28
Advanced Technologies For Planning And Operation Of Prosumer Energy Systems written by Bin Zhou and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-28 with Technology & Engineering categories.
Artificial Intelligence And Machine Learning Applications For Sustainable Development
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Author : A. J. Singh
language : en
Publisher: CRC Press
Release Date : 2025-01-28
Artificial Intelligence And Machine Learning Applications For Sustainable Development written by A. J. Singh and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-28 with Technology & Engineering categories.
The book highlights how technologies including artificial intelligence and machine learning are transforming renewable energy technologies and enabling the development of new solutions. It further discusses how smart technologies are employed to optimize energy production and storage, enhance energy efficiency, and improve the overall sustainability of energy systems. This book: Discusses artificial intelligence-based techniques, namely, neural networks, fuzzy expert systems, optimization techniques, and operational research Showcases the importance of artificial intelligence and machine learning in the energy market, demand analysis, and forecasting of renewable energy applications Illustrates strategies for sustainable development using artificial intelligence and machine learning applications Presents applications of artificial intelligence in the domain of electronics transformation and development, smart cities, and renewable energy utilization Highlights the role of artificial intelligence in solving problems such as image and signal processing, smart weather monitoring, smart farming, and distributed energy sources It is primarily written for senior undergraduates, graduate students, and academic researchers in diverse fields, including electrical, electronics and communications, energy, and environmental engineering.