Handbook Of Artificial Intelligence Techniques In Photovoltaic Systems
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Handbook Of Artificial Intelligence Techniques In Photovoltaic Systems
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Author : Adel Mellit
language : en
Publisher: Academic Press
Release Date : 2022-06-23
Handbook Of Artificial Intelligence Techniques In Photovoltaic Systems written by Adel Mellit and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-23 with Technology & Engineering categories.
Handbook of Artificial Intelligence Techniques in Photovoltaic Systems: Modelling, Control, Optimization, Forecasting and Fault Diagnosis provides readers with a comprehensive and detailed overview of the role of artificial intelligence in PV systems. Covering up-to-date research and methods on how, when and why to use and apply AI techniques in solving most photovoltaic problems, this book will serve as a complete reference in applying intelligent techniques and algorithms to increase PV system efficiency. Sections cover problem-solving data for challenges, including optimization, advanced control, output power forecasting, fault detection identification and localization, and more.Supported by the use of MATLAB and Simulink examples, this comprehensive illustration of AI-techniques and their applications in photovoltaic systems will provide valuable guidance for scientists and researchers working in this area. - Includes intelligent methods in real-time using reconfigurable circuits FPGAs, DSPs and MCs - Discusses the newest trends in AI forecasting, optimization and control applications - Features MATLAB and Simulink examples highlighted throughout
Mcevoy S Handbook Of Photovoltaics
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Author : Soteris Kalogirou
language : en
Publisher: Academic Press
Release Date : 2017-08-24
Mcevoy S Handbook Of Photovoltaics written by Soteris Kalogirou and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-24 with Technology & Engineering categories.
Practical Handbook of Photovoltaics, Third Edition, is a 'benchmark' publication for those involved in the design, manufacture and use of these devices. This fully revised handbook includes brand new sections on smart grids, net metering and the modeling of photovoltaic systems, as well as fully revised content on developments in photovoltaic applications, the economics of PV manufacturing and updated chapters on solar cell function, raw materials, photovoltaic standards, calibration and testing, all with new examples and case studies. The editor has assembled internationally-respected contributors from industry and academia around the world to make this a truly global reference. It is essential reading for electrical engineers, designers of systems, installers, architects, policymakers and physicists working with photovoltaics. - Presents a cast of international experts from industry and academia to ensure the highest quality information from multiple stakeholder perspectives - Covers all things photovoltaics, from the principles of solar cell function and their raw materials, to the installation and design of full photovoltaic systems - Includes case studies, practical examples, and reports on the latest advances and worldwide applications
Artificial Intelligence For Solar Photovoltaic Systems
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Author : Bhavnesh Kumar
language : en
Publisher: CRC Press
Release Date : 2022-07-29
Artificial Intelligence For Solar Photovoltaic Systems written by Bhavnesh Kumar and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-29 with Technology & Engineering categories.
This book provides a clear explanation of how to apply artificial intelligence (AI) to solve the challenges in solar photovoltaic technology. It introduces readers to new AI-based approaches and technologies that help manage and operate solar photovoltaic systems effectively. It also motivates readers to find new AI-based solutions for these challenges by providing a comprehensive collection of findings on AI techniques. It covers important topics including solar irradiance variability, solar power forecasting, solar irradiance forecasting, maximum power point tracking, hybrid algorithms, swarm optimization, evolutionary optimization, sensor-based sun- tracking systems, single-axis and dual-axis sun-tracking systems, smart metering, frequency regulation using AI, emerging multilevel inverter topologies, and voltage and reactive power control using AI. This book is useful for senior undergraduate students, graduate students, and academic researchers in areas such as electrical engineering, electronics and communication engineering, computer science, and renewable energy.
A Practical Guide For Advanced Methods In Solar Photovoltaic Systems
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Author : Adel Mellit
language : en
Publisher: Springer Nature
Release Date : 2020-05-27
A Practical Guide For Advanced Methods In Solar Photovoltaic Systems written by Adel Mellit and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-27 with Technology & Engineering categories.
The present book focuses on recent advances methods and applications in photovoltaic (PV) systems. The book is divided into two parts: the first part deals with some theoretical, simulation and experiments on solar cells, including efficiency improvement, new materials and behavior performances. While the second part of the book devoted mainly on the application of advanced methods in PV systems, including advanced control, FPGA implementation, output power forecasting based artificial intelligence technique (AI), high PV penetration, reconfigurable PV architectures and fault detection and diagnosis based AI. The authors of the book trying to show to readers more details about some theoretical methods and applications in solar cells and PV systems (eg. advanced algorithms for control, optimization, power forecasting, monitoring and fault diagnosis methods). The applications are mainly carried out in different laboratories and location around the world as projects (Algeria, KSA, Turkey, Morocco, Italy and France). The book will be addressed to scientists, academics, researchers and PhD students working in this topic. The book will help readers to understand some applications including control, forecasting, monitoring, fault diagnosis of photovoltaic plants, as well as in solar cells such as behavior performances and efficiency improvement. It could be also be used as a reference and help industry sectors interested by prototype development.
Handbook Of Research On Smart Technology Models For Business And Industry
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Author : Thomas, J. Joshua
language : en
Publisher: IGI Global
Release Date : 2020-06-19
Handbook Of Research On Smart Technology Models For Business And Industry written by Thomas, J. Joshua and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-19 with Technology & Engineering categories.
Advances in machine learning techniques and ever-increasing computing power has helped create a new generation of hardware and software technologies with practical applications for nearly every industry. As the progress has, in turn, excited the interest of venture investors, technology firms, and a growing number of clients, implementing intelligent automation in both physical and information systems has become a must in business. Handbook of Research on Smart Technology Models for Business and Industry is an essential reference source that discusses relevant abstract frameworks and the latest experimental research findings in theory, mathematical models, software applications, and prototypes in the area of smart technologies. Featuring research on topics such as digital security, renewable energy, and intelligence management, this book is ideally designed for machine learning specialists, industrial experts, data scientists, researchers, academicians, students, and business professionals seeking coverage on current smart technology models.
Carbon Based Nanomaterials For Green Applications
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Author : Upendra Kumar
language : en
Publisher: John Wiley & Sons
Release Date : 2025-02-05
Carbon Based Nanomaterials For Green Applications written by Upendra Kumar 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 2025-02-05 with Architecture categories.
Gain valuable insight into applying carbon-based nanomaterials to the green technologies of the future The green revolution is the most important technological development of the new century. Carbon-based nanomaterials, with their organic origins and immense range of applications, are increasingly central to this revolution as it unfolds. There is an urgent need for an up-to-date overview of the latest research in this ever-expanding field. Carbon-Based Nanomaterials for Green Applications meets this need by providing a brief outline of the synthesis and characterization of different carbon-based nanomaterials, including their historical backgrounds. It proceeds to move through each major category, outlining properties and applications for each. The result is an essential contribution to a huge range of sustainable and renewable industries. With contributions from a global list of distinguished writers, the book includes: Discussion of nanomaterial applications in fields from drug delivery to biomedical technology to optics Analysis of nanomaterial categories including graphene, fullerene, mesoporous carbon, and many more Separate chapters describing aspects of supercapacitors, solar cells, and fuel cells Carbon-Based Nanomaterials for Green Applications is ideal for scientists and researchers working in nanotechnology, life sciences, biomedical research, bioengineering, and a range of related fields.
Photovoltaic Systems
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Author : K.Mohana Sundaram
language : en
Publisher: CRC Press
Release Date : 2022-03-07
Photovoltaic Systems written by K.Mohana Sundaram and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-07 with Science categories.
This book provides comprehensive insight into the fault detection techniques implemented for photovoltaic (PV) panels. It includes studies related to predictive maintenance needed to improve the performance of the solar PV systems using Artificial Intelligence (AI) techniques. The readers gain knowledge on the fault identification algorithm and the significance of all such algorithms in real-time power system applications. Gives detailed overview of fundamental concepts of fault diagnosis algorithm for solar PV system Explains AC and DC side of the solar PV system-based electricity generation with real-time examples Covers effective extraction of the energy from solar radiation Illustrates artificial intelligence techniques for detecting the faults occurring in the solar PV system Includes MATLAB® based simulations and results on fault diagnosis including case studies This book is aimed at researchers, professionals and graduate students in electrical engineering, artificial intelligence, control algorithms, energy engineering, photovoltaic systems, industrial electronics.
Drug Repurposing
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Author : Naveen Chella
language : en
Publisher: Springer Nature
Release Date : 2024-08-28
Drug Repurposing written by Naveen Chella and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-28 with Science categories.
This book offers an insightful exploration of drug repurposing, an innovative approach to drug discovery and development that has the potential to revolutionize the field of medicine. It begins with an introduction to drug repurposing and its history, providing a comprehensive overview of the subject. The readers will embark on a journey through the diverse landscape of drug repurposing strategies. From in silico methods of predicting drug-disease associations to experimental approaches to the integrations of artificial intelligence (AI) and machine learning (ML) in drug repurposing for validating repurposed candidates. The book also delves into the application of drug repurposing in various disease areas, including cancer, inflammatory disorders, and CNS disorders. It explores the potential hurdles involved in the regulatory aspects of the process. The book further covers drug products under clinical trials and provides an overview of the future perspectives of drug repurposing. With its detailed and informative content, this book is a must-read for researchers, clinicians, and healthcare professionals interested in the exciting field of drug repurposing.
Applied Soft Computing And Embedded System Applications In Solar Energy
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Author : Rupendra Kumar Pachauri
language : en
Publisher: CRC Press
Release Date : 2021-05-26
Applied Soft Computing And Embedded System Applications In Solar Energy written by Rupendra Kumar Pachauri and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-26 with Computers categories.
Applied Soft Computing and Embedded System Applications in Solar Energy deals with energy systems and soft computing methods from a wide range of approaches and application perspectives. The authors examine how embedded system applications can deal with the smart monitoring and controlling of stand-alone and grid-connected solar photovoltaic (PV) systems for increased efficiency. Growth in the area of artificial intelligence with embedded system applications has led to a new era in computing, impacting almost all fields of science and engineering. Soft computing methods implemented to energy-related problems regularly face data-driven issues such as problems of optimization, classification, clustering, or prediction. The authors offer real-time implementation of soft computing and embedded system in the area of solar energy to address the issues with microgrid and smart grid projects (both renewable and non-renewable generations), energy management, and power regulation. They also discuss and examine alternative solutions for energy capacity assessment, energy efficiency systems design, as well as other specific smart grid energy system applications. The book is intended for students, professionals, and researchers in electrical and computer engineering fields, working on renewable energy resources, microgrids, and smart grid projects. Examines the integration of hardware with stand-alone PV panels and real-time monitoring of factors affecting the efficiency of the PV panels Offers real-time implementation of soft computing and embedded system in the area of solar energy Discusses how soft computing plays a huge role in the prediction of efficiency of stand-alone and grid-connected solar PV systems Discusses how embedded system applications with smart monitoring can control and enhance the efficiency of stand-alone and grid-connected solar PV systems Explores swarm intelligence techniques for solar PV parameter estimation Dr. Rupendra Kumar Pachauri is Assistant Professor – Selection Grade in the Department of Electrical and Electronics Engineering, University of Petroleum and Energy Studies (UPES), Dehradun, India. Dr. Jitendra Kumar Pandey is Professor & Head of R&D in the University of Petroleum and Energy Studies (UPES), Dehradun, India. Mr. Abhishek Sharma is working as a research scientist in the research and development department (UPES, India). Dr. Om Prakash Nautiyal is working as a scientist in Uttarakhand Science Education & Research Centre (USERC), Department of Information and Science Technology, Govt. of Uttarakhand, Dehradun, India. Prof. Mangey Ram is working as a Research Professor at Graphic Era Deemed to be University, Dehradun, India.
Solar Photovoltaic Power Plants
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Author : Radu-Emil Precup
language : en
Publisher: Springer
Release Date : 2019-02-07
Solar Photovoltaic Power Plants written by Radu-Emil Precup and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-07 with Technology & Engineering categories.
This book discusses control and optimization techniques in the broadest sense, covering new theoretical results and the applications of newly developed methods for PV systems. Going beyond classical control techniques, it promotes the use of more efficient control and optimization strategies based on linearized models and purely continuous (or discrete) models. These new strategies not only enhance the performance of the PV systems, but also decrease the cost per kilowatt-hour generated.