The Emerging Form of Smart Grid: Smart Integrated Energy Systems and Prosumer Centred Energy Community

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Author :
Publisher : Frontiers Media SA
ISBN 13 : 2889765407
Total Pages : 202 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis The Emerging Form of Smart Grid: Smart Integrated Energy Systems and Prosumer Centred Energy Community by : Tao Huang

Download or read book The Emerging Form of Smart Grid: Smart Integrated Energy Systems and Prosumer Centred Energy Community written by Tao Huang and published by Frontiers Media SA. This book was released on 2022-07-07 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Anticipatory Systems

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Author :
Publisher : Elsevier
ISBN 13 : 1483286274
Total Pages : 447 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Anticipatory Systems by : Robert Rosen

Download or read book Anticipatory Systems written by Robert Rosen and published by Elsevier. This book was released on 2013-10-22 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first detailed study of this most important class of systems which contain internal predictive models of themselves and/or of their environments and whose predictions are utilized for purposes of present control. This book develops the basic concept of a predictive model, and shows how it can be embedded into a system of feedforward control. Includes many examples and stresses analogies between wired-in anticipatory control and processes of learning and adaption, at both individual and social levels. Shows how the basic theory of such systems throws a new light both on analytic problems (understanding what is going on in an organism or a social system) and synthetic ones (developing forecasting methods for making individual or collective decisions).

Smart Grid (R)Evolution

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Publisher : Cambridge University Press
ISBN 13 : 1316194825
Total Pages : 217 pages
Book Rating : 4.3/5 (161 download)

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Book Synopsis Smart Grid (R)Evolution by : Jennie C. Stephens

Download or read book Smart Grid (R)Evolution written by Jennie C. Stephens and published by Cambridge University Press. This book was released on 2015-02-26 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: The term 'smart grid' has become a catch-all phrase to represent the potential benefits of a revamped and more sophisticated electricity system that can fulfil several societal expectations related to enhanced energy efficiency and sustainability. Smart grid promises to enable improved energy management by utilities and by consumers, to provide the ability to integrate higher levels of variable renewable energy into the electric grid, to support the development of microgrids, and to engage citizens in energy management. However, it also comes with potential pitfalls, such as increased cybersecurity vulnerabilities and privacy risks. Although discussions about smart grid have been dominated by technical and economic dimensions, this book takes a sociotechnical systems perspective to explore critical questions shaping energy system transitions. It will be invaluable for advanced students, academic researchers, and energy professionals in a wide range of disciplines, including energy studies, energy policy, environmental science, sustainability science and environmental engineering.

Virtual Power Plant Solution for Future Smart Energy Communities

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Author :
Publisher : CRC Press
ISBN 13 : 1000609758
Total Pages : 293 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Virtual Power Plant Solution for Future Smart Energy Communities by : Ehsan Heydarian-Forushani

Download or read book Virtual Power Plant Solution for Future Smart Energy Communities written by Ehsan Heydarian-Forushani and published by CRC Press. This book was released on 2022-07-25 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a general overview of virtual power plants (VPP) as a key technology in future energy communities and active distribution and transmission networks for managing distributed energy resources, providing local and global services, and facilitating market participation of small-scale managing distributed energy resources and prosumers. The book also aims at describing some practical solutions, business models, and novel architectures for the implementation of VPPs in the real world. Each chapter of the book begins with the fundamental structure of the problem required for a rudimentary understanding of the methods described. It provides a clear picture for practical implementation of VPP through novel technologies such as blockchain, digital twin, and distributed ledger technology. The book will help the electrical and power engineers, undergraduate, graduate students, research scholars, and utility engineers to understand the emerging solutions regarding the VPP concept lucidly.

Smart and Power Grid Systems – Design Challenges and Paradigms

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Author :
Publisher : CRC Press
ISBN 13 : 1000795144
Total Pages : 358 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Smart and Power Grid Systems – Design Challenges and Paradigms by : Kolla Bhanu Prakash

Download or read book Smart and Power Grid Systems – Design Challenges and Paradigms written by Kolla Bhanu Prakash and published by CRC Press. This book was released on 2023-03-10 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Smart Grid represents an unprecedented opportunity to move the energy industry into a new era of reliability, availability, and efficiency that will contribute to our economic and environmental health. During the transition period, it will be critical to carry out testing, technology improvements, consumer education, development of standards and regulations, and information sharing between projects to ensure that the benefits we envision from the Smart Grid become a reality. Today, an electricity disruption such as a blackout can have a domino effect—a series of failures that can affect banking, communications, traffic, and security. This is a particular threat in the winter, when homeowners can be left without heat. A smarter grid will add resiliency to our electric power system and make it better prepared to address emergencies such as severe storms, earthquakes, large solar flares, and terrorist attacks. Because of its two-way interactive capacity, the Smart Grid will allow for automatic rerouting when equipment fails or outages occur. This will minimize outages and minimize the effects when they do happen. When a power outage occurs, Smart Grid technologies will detect and isolate the outages, containing them before they become large-scale blackouts. The new technologies will also help ensure that electricity recovery resumes quickly and strategically after an emergency—routing electricity to emergency services first, for example. In addition, the Smart Grid will take greater advantage of customer-owned power generators to produce power when it is not available from utilities. By combining these "distributed generation" resources, a community could keep its health center, police department, traffic lights, phone system, and grocery stores operating during emergencies. In addition, the Smart Grid is a way to address an aging energy infrastructure that needs to be upgraded or replaced. This book shows that Smart Grids can address energy efficiency, to bring increased awareness to consumers about the connection between electricity use and the environment, bring increased national security to our energy system—drawing on greater amounts of home-grown electricity that is more resistant to natural disasters and attack.

Smart Grid as a Solution for Renewable and Efficient Energy

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Author :
Publisher : IGI Global
ISBN 13 : 1522500731
Total Pages : 415 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Smart Grid as a Solution for Renewable and Efficient Energy by : Ahmad, Ayaz

Download or read book Smart Grid as a Solution for Renewable and Efficient Energy written by Ahmad, Ayaz and published by IGI Global. This book was released on 2016-04-20 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the need for proficient power resources continues to grow, it is becoming increasingly important to implement new strategies and technologies in energy distribution to meet consumption needs. The employment of smart grid networks assists in the efficient allocation of energy resources. Smart Grid as a Solution for Renewable and Efficient Energy features emergent research and trends in energy consumption and management, as well as communication techniques utilized to monitor power transmission and usage. Emphasizing developments and challenges occurring in the field, this book is a critical resource for researchers and students concerned with signal processing, power demand management, energy storage procedures, and control techniques within smart grid networks.

Smart Grid

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Author :
Publisher : One Billion Knowledgeable
ISBN 13 :
Total Pages : 472 pages
Book Rating : 4.:/5 (661 download)

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Book Synopsis Smart Grid by : Fouad Sabry

Download or read book Smart Grid written by Fouad Sabry and published by One Billion Knowledgeable. This book was released on 2022-10-15 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: What Is Smart Grid A smart grid is a kind of electrical grid that incorporates a number of different management and energy-saving methods, such as the following: infrastructure for advanced metering technologiesIntelligent circuit breakers and distribution boards that are linked with home control systems and demand response systemsSmart appliances and load control switches, which are often subsidized by efficiencies gained in municipal programs.Resources for renewable energy, include the ability to charge batteries that have been parked, bigger arrays of batteries that have been recycled from these, or other forms of energy storage.Resources that use little to no energyenough utility-grade fiber bandwidth to link and monitor the aforementioned components, with wireless connectivity serving as a backup option. A sufficient amount of spare capacity in the event that it goes "black," which is typically leased out for financial gain. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Smart grid Chapter 2: Power-line communication Chapter 3: Distributed generation Chapter 4: Electric power industry Chapter 5: Electricity meter Chapter 6: Energy management system Chapter 7: Energy demand management Chapter 8: Demand response Chapter 9: Microgrid Chapter 10: Grid friendly Chapter 11: Advanced Distribution Automation Chapter 12: Load profile Chapter 13: Phasor measurement unit Chapter 14: Load management Chapter 15: Electricity pricing Chapter 16: Electrical grid Chapter 17: Smart grids by country Chapter 18: Smart grid policy in the United States Chapter 19: Smart Grid Energy Research Center Chapter 20: Transactive energy Chapter 21: Mini-grid (II) Answering the public top questions about smart grid. (III) Real world examples for the usage of smart grid in many fields. (IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of smart grid' technologies. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of smart grid.

Integration of Demand Response into the Electricity Chain

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119245591
Total Pages : 296 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Integration of Demand Response into the Electricity Chain by : Arturo Losi

Download or read book Integration of Demand Response into the Electricity Chain written by Arturo Losi and published by John Wiley & Sons. This book was released on 2015-11-04 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: The concept of Demand Response (DR) generally concerns methodologies, technologies and commercial arrangements that could allow active participation of consumers in the power system operation. The primary aim of DR is thus to overcome the “traditional” inflexibility of electrical demand and, amongst others, create a new powerful tool to maximize deployment of renewable energy sources as well as provide active network management solutions to help reducing the impact of limited grid capabilities. DR allows consumers to actively participate in power system operation, thus bringing new opportunities in emerging energy markets as well as tangible system benefits. In this sense, DR is considered one of the key enablers of the Smart Grid concept. However, DR also poses a number of challenges, particularly when “active demand” is connected to the Low Voltage network, thus affecting all the actors involved in the electricity chain. This book presents for the first time a comprehensive view on technical methodologies and architectures, commercial arrangements, and socio-economic and regulatory factors that could facilitate the uptake of DR. The work is developed in a systematic way so as to create a comprehensive picture of challenges, benefits and opportunities involved with DR. The reader will thus be provided with a clear understanding of the complexity deriving from a demand becoming active, as well as with a quantitative assessment of the techno-economic value of the proposed solutions in a Smart Grid context. Many research contributions have appeared in recent years in the field of DR, both in journals and conference proceedings. However, most publications focus on individual aspects of the problem. A systematic treatment of the issues to be tackled to introduce DR in existing electricity grids, involving the extended value chain in terms of technical and commercial aspects, is still missing. Also, several books have recently been published about Smart Grid, in which there is some mention to DR. However, again while DR is seen as a key pillar for the Smart Grid, there is no dedicated, comprehensive and systematic contribution in this respect.

Smart Grid Economics and Management

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Author :
Publisher : Springer Nature
ISBN 13 : 303084286X
Total Pages : 245 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Smart Grid Economics and Management by : Clemens van Dinther

Download or read book Smart Grid Economics and Management written by Clemens van Dinther and published by Springer Nature. This book was released on 2022-05-07 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on market/regulatory issues concerning smart grid applications, business cases and use cases. It covers the most relevant aspects of the smart grid—design considerations, economics, legal aspects and system management—and includes exercises at the end of each chapter. Since renewable energy generation is weather-dependent, it is more volatile, which affects market prices and the need for flexibility options including demand side management. In order to balance supply and demand in a sustainable manner also with high shares of renewables, energy systems need to be enhanced by smart grid technologies. This co-evolutionary transformation of the energy system, economic, societal, political and regulatory domains is challenging and calls for an integrated and interdisciplinary approach. This book provides an essential basis to prepare lecturers and students for engaging in the new energy world.

Smart Prosumers within Smart Grids

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Author :
Publisher : Elsevier
ISBN 13 : 9780443247743
Total Pages : 0 pages
Book Rating : 4.2/5 (477 download)

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Book Synopsis Smart Prosumers within Smart Grids by : Ahmad Rezaee Jordehi

Download or read book Smart Prosumers within Smart Grids written by Ahmad Rezaee Jordehi and published by Elsevier. This book was released on 2024-10-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart Prosumers within Smart Grids: Fundamentals, Methodologies, and Potential for Advancing the Energy Transition offers a holistic primer on the technologies and opportunities of prosumer integration into smart grids. This book begins with a clear introduction to the essential concepts of both smart grids and prosumers, as well as their critical role in renewable energy integration. It then moves through a 360-degree analysis of opportunities for leveraging smart prosumer technology in the smart grid, from the micro (smart homes) to macro (smart distribution networks and interconnected smart power-gas grids). Methodologies to maximise integration of renewable sources including critical hydrogen technologies are considered, as well as the potential for smart prosumers to manager reliability challenges of renewable energy and constant change from the energy transition. Implications are considered across sectors including regulatory, legal, economic, business, and transport infrastructure, and prosumer interactions with other actors such as DSOs, TSOs, retailers, and BPRs are analysed. Combining cutting-edge technical research with industry experience, 'Smart Prosumers within Smart Grids' provides an in-depth analysis of the opportunities and challenges for this technology in the quest for renewable energy integration.

Applications of Big Data and Artificial Intelligence in Smart Energy Systems

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Author :
Publisher : CRC Press
ISBN 13 : 1000963829
Total Pages : 318 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Applications of Big Data and Artificial Intelligence in Smart Energy Systems by : Neelu Nagpal

Download or read book Applications of Big Data and Artificial Intelligence in Smart Energy Systems written by Neelu Nagpal and published by CRC Press. This book was released on 2023-09-29 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the era of propelling traditional energy systems to evolve towards smart energy systems, including power generation, energy storage systems, and electricity consumption have become more dynamic. The quality and reliability of power supply are impacted by the sporadic and rising use of electric vehicles, domestic loads, and industrial loads. Similarly, with the integration of solid state devices, renewable sources, and distributed generation, power generation processes are evolving in a variety of ways. Several cutting-edge technologies are necessary for the safe and secure operation of power systems in such a dynamic setting, including load distribution, automation, energy regulation & control, and energy trading. This book covers the applications of various big data analytics,artificial intelligence, and machine learning technologies in smart grids for demand prediction, decision-making processes, policy, and energy management. The book delves into the new technologies for modern power systems such as the Internet of Things, Blockchain for smart home and smart city solutions in depth. Technical topics discussed in the book include: • Hybrid smart energy system technologies • Smart meters • Energy demand forecasting • Use of different protocols and communication in smart energy systems • Power quality and allied issues and mitigation using AI • Intelligent transportation • Virtual power plants • AI based smart energy business models • Smart home solutions • Blockchain solutions for smart grids.

Sustainable Energy Planning in Smart Grids

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Author :
Publisher : Elsevier
ISBN 13 : 044314155X
Total Pages : 388 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Sustainable Energy Planning in Smart Grids by : David Borge-Diez

Download or read book Sustainable Energy Planning in Smart Grids written by David Borge-Diez and published by Elsevier. This book was released on 2023-09-29 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sustainable Energy Planning in Smart Grids curates a diverse selection of innovative technological applications for problem-solving towards a sustainable smart grid. Through these examples, the reader will discover the flexibility and analytical skills required for the race towards reliable, resilient, renewable energy. This book’s combination of real-world case studies allows students and researchers to understand the complex, interdisciplinary systems that impact potential solutions. Detailed analysis highlights the positives and drawbacks of a variety of options, modeling considerations, and criteria for success. Trials and testing include electric vehicle charging, public lighting, energy mapping, heating solutions, and a proposal for 100% renewable cities. With contributions from a global range of experts, this book builds the complex picture of integrated, systemic modern energy planning. Collects case studies from experts around the world Presents readers with insights into current technological applications and innovations for building a sustainable grid and energy system Provides well-rounded, complex context to these interdisciplinary challenges

Advances in Smart Energy Systems

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Author :
Publisher : Springer Nature
ISBN 13 : 9811924120
Total Pages : 300 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Advances in Smart Energy Systems by : Biplab Das

Download or read book Advances in Smart Energy Systems written by Biplab Das and published by Springer Nature. This book was released on 2022-08-31 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses smart computing techniques which offer an effective solution for investigating and modeling the stochastic behavior of renewable energy generation, operation of grid-connected renewable energy systems, and smart decision-making among alternatives. It also discusses applications of soft computing techniques to make an intelligent decision for optimum use of suitable alternatives which gives an upper hand compared to conventional systems. It includes upgradation of the existing system by embedding of machine intelligence. The authors present combination of use of neutral networks, fuzzy systems, and genetic algorithms which are illustrated in several applications including forecasting, security, verification, diagnostics of a specific fault, efficiency optimization, etc. Smart energy systems integrate a holistic approach in diverse sectors including electricity, thermal comfort, power industry, transportation. It allows affordable and sustainable solutions to solve the future energy demands with suitable alternatives. Thus, contributions regarding integration of the machine intelligence with the energy system, for efficient collection and effective utilization of the available energy sources, are useful for further advanced studies.

Smart and Power Grid Systems - Design Challenges and Paradigms

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Author :
Publisher : River Publishers Series in Power
ISBN 13 : 9788770226721
Total Pages : 0 pages
Book Rating : 4.2/5 (267 download)

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Book Synopsis Smart and Power Grid Systems - Design Challenges and Paradigms by : Kolla Bhanu Prakash

Download or read book Smart and Power Grid Systems - Design Challenges and Paradigms written by Kolla Bhanu Prakash and published by River Publishers Series in Power. This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Smart Grid represents an unprecedented opportunity to move the energy industry into a new era of reliability, availability, and efficiency that will contribute to our economic and environmental health. During the transition period, it will be critical to carry out testing, technology improvements, consumer education, development of standards and regulations, and information sharing between projects to ensure that the benefits we envision from the Smart Grid become a reality. Today, an electricity disruption such as a blackout can have a domino effect--a series of failures that can affect banking, communications, traffic, and security. This is a particular threat in the winter, when homeowners can be left without heat. A smarter grid will add resiliency to our electric power system and make it better prepared to address emergencies such as severe storms, earthquakes, large solar flares, and terrorist attacks. Because of its two-way interactive capacity, the Smart Grid will allow for automatic rerouting when equipment fails or outages occur. This will minimize outages and minimize the effects when they do happen. When a power outage occurs, Smart Grid technologies will detect and isolate the outages, containing them before they become large-scale blackouts. These new technologies will also help ensure that electricity recovery resumes quickly and strategically after an emergency--routing electricity to emergency services first, for example. In addition, the Smart Grid will take greater advantage of customer-owned power generators to produce power when it is not available from utilities. By combining these "distributed generation" resources, a community could keep its health center, police department, traffic lights, phone system, and grocery stores operating during emergencies. In addition, the Smart Grid is a way to address an aging energy infrastructure that needs to be upgraded or replaced. This book shows that Smart Grids can address energy efficiency, bring increased awareness to consumers about the connection between electricity use and the environment, and bring increased national security to our energy system--drawing on greater amounts of home-grown electricity that is more resistant to natural disasters and attack.

Smart Energy and Electric Power Systems

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Author :
Publisher : Elsevier
ISBN 13 : 0323916856
Total Pages : 227 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Smart Energy and Electric Power Systems by : Sanjeevikumar Padmanaban

Download or read book Smart Energy and Electric Power Systems written by Sanjeevikumar Padmanaban and published by Elsevier. This book was released on 2022-09-17 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart Energy and Electric Power Systems: Current Trends and New Intelligent Perspectives reviews key applications of intelligent algorithms and machine learning techniques to increasingly complex and data-driven power systems with distributed energy resources to enable evidence-driven decision-making and mitigate catastrophic power shortages. The book reviews foundations towards the integration of machine learning and smart power systems before addressing key challenges and issues. The work then explores AI- and ML-informed techniques to rebalancing of supply and demand. Methods discussed include distributed energy resources and prosumer markets, electricity demand prediction, component fault detection, and load balancing. Security solutions are introduced, along with potential solutions to cyberattacks, security data detection and critical loads in power systems. The work closes with a lengthy discussion, informed by case studies, on integrating AI and ML into the modern energy sector. Helps improve the prediction capability of AI algorithms to make evidence-based decisions in the smart supply of electricity, including load shedding Focuses on how to integrate AI and ML into the energy sector in the real-world, with many chapters accompanied by case studies Addresses a number of proven AI and ML- informed techniques in rebalancing supply and demand

Africa-EU Renewable Energy Research and Innovation Symposium 2018 (RERIS 2018)

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Author :
Publisher : Springer
ISBN 13 : 3319934384
Total Pages : 151 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Africa-EU Renewable Energy Research and Innovation Symposium 2018 (RERIS 2018) by : Moeketsi Mpholo

Download or read book Africa-EU Renewable Energy Research and Innovation Symposium 2018 (RERIS 2018) written by Moeketsi Mpholo and published by Springer. This book was released on 2018-07-20 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book presents the proceedings of the 2nd Africa-EU Renewable Energy Research and Innovation Symposium (RERIS 18), held in Maseru, Lesotho in January 2018. The symposium aimed to foster research cooperation on renewable energy between Africa and Europe – in academia, as well as the private and public sectors. Addressing thematic areas such as • Grid-connected renewable energy; • Decentralised renewable and household energy solutions; • Energy socioeconomics; and • Promotion of energy research, innovation, education and entrepreneurship, the book brings together contributions from academics and practitioners from the EU and Africa to enable mutual learning and knowledge transfer – a key factor in boosting sustainable development in the African renewable energy market. It also plays a significant role in promoting African renewable energy research, which helps to secure energy supply in both rural and urban areas and to increase generation capacities and energy system resilience. This book is an invaluable resource for academics and professionals across the renewable energy spectrum.

Smart Grid Applications and Developments

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Author :
Publisher : Springer
ISBN 13 : 1447162811
Total Pages : 343 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Smart Grid Applications and Developments by : Daphne Mah

Download or read book Smart Grid Applications and Developments written by Daphne Mah and published by Springer. This book was released on 2014-07-25 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Meeting today’s energy and climate challenges require not only technological advancement but also a good understanding of stakeholders’ perceptions, political sensitivity, well-informed policy analyses and innovative interdisciplinary solutions. This book will fill this gap. This is an interdisciplinary informative book to provide a holistic and integrated understanding of the technology-stakeholder-policy interactions of smart grid technologies. The unique features of the book include the following: (a) interdisciplinary approach – by bringing in the policy dimensions to smart grid technologies; (b) global and Asian perspective and (c) learning from national case studies. This book is organised into five sections. Part 1 discusses the historical and conceptual aspects of smart grids. Part 2 introduces the technological aspects and showcase the state of the art of the technologies. Part 3 explores the policy and governance dimensions by bringing in a stakeholder perspective. Part 4 presents a collection of national case studies. Part 5 shares insights and lesson learnt and provide policy recommendations. This book showcases the state-of-the-art R&D developments and policy experiences. This book contributes to a better understanding of governance institution and policy challenges and helps formulate policy recommendations for successful smart grid deployment.