Distributed Economic Operation In Smart Grid Model Based And Model Free Perspectives

Author : Jiahu Qin,Yanni Wan,Fangyuan Li,Yu Kang,Weiming Fu
Publisher : Springer Nature
Page : 246 pages
File Size : 40,6 Mb
Release : 2023-01-25
Category : Technology & Engineering
ISBN : 9789811985942

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Distributed Economic Operation in Smart Grid: Model-Based and Model-Free Perspectives by Jiahu Qin,Yanni Wan,Fangyuan Li,Yu Kang,Weiming Fu Pdf

This book aims to work out the distributed economic operation in smart grids in a systematic way, which ranges from model-based to model-free perspectives. The main contributions of this book can be summarized into three folds. First, we investigate the fundamental economic operation problems in smart grids from model-based perspective. Specifically, these problems can be modeled as deterministic optimization models, and we propose some distributed optimization algorithms by integrating the multi-agent consensus theory and optimization techniques to achieve the distributed coordination of various generation units and loads. Second, due to the randomness of the large-scale renewable energies and the flexibility of the loads, we further address these economic operation problems from a model-free perspective, and we propose learning-based approaches to address the uncertainty and randomness. At last, we extend the idea of model-based and model-free algorithms to plug-in electric vehicles (PEVs) charging/discharging scheduling problem, the key challenge of which involves multiple objectives simultaneously while the behavior of PEVs and the electricity price are intrinsically random. This book presents several recent theoretical findings on distributed economic operation in smart grids from model-based and model-free perspectives. By systematically integrating novel ideas, fresh insights, and rigorous results, this book provides a base for further theoretical research on distributed economic operation in smart grids. It can be a reference for graduates and researchers to study the operation and management in smart grids. Some prerequisites for reading this book include optimization theory, matrix theory, game theory, reinforcement learning, etc.

Author : Mohsen Parsa Moghaddam,Reza Zamani,Hassan Haes Alhelou,Pierluigi Siano
Publisher : Academic Press
Page : 502 pages
File Size : 46,9 Mb
Release : 2022-05-12
Category : Technology & Engineering
ISBN : 9780323985628

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Decentralized Frameworks for Future Power Systems by Mohsen Parsa Moghaddam,Reza Zamani,Hassan Haes Alhelou,Pierluigi Siano Pdf

Decentralized Frameworks for Future Power Systems: Operation, Planning and Control Perspectives is the first book to consider the principles and applications of decentralized decision-making in future power networks. The work opens by defining the emerging power system network as a system-of-systems (SoS), exploring the guiding principles behind optimal solutions for operation and planning problems. Chapters emphasize the role of regulations, prosumption behaviors, and the implementation of transactive energy processes as key components in decentralizing power systems. Contributors explore local markets, distribution system operation and proactive load management. The role of cryptocurrencies in smoothing transactive distributional challenges are presented. Final sections cover energy system planning, particularly in terms of consumer smart meter technologies and distributed optimization methods, including artificial intelligence, meta-heuristic, heuristic, mathematical and hybrid approaches. The work closes by considering decentralization across the cybersecurity, distributed control, market design and power quality optimization vertices. Develops a novel framework for transactive energy management to enhance flexibility in future power systems Explores interactions between multiple entities in local power markets based on a distributed optimization approach Focuses on practical optimization, planning and control of smart grid systems towards decentralized decision-making

Author : Mehdi Rahmani-Andebili
Publisher : Springer Nature
Page : 182 pages
File Size : 48,9 Mb
Release : 2021-06-08
Category : Technology & Engineering
ISBN : 9783030646318

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Design, Control, and Operation of Microgrids in Smart Grids by Mehdi Rahmani-Andebili Pdf

This book offers a wide-ranging overview of advancements, techniques, and challenges related to the design, control, and operation of microgrids and their role in smart grid infrastructure. It brings together an authoritative group of specialists who approach the subject from a number of different viewpoints in the electric power industry, including electricity distribution companies, aggregators, power market retailers, and power generation companies. Design, Control, and Operation of Microgrids in Smart Grids is an authoritative resource for students, researchers, and professionals working with power and energy systems.

Author : Anne Beaulieu,Jaap De Wilde,Jacquelien M.A. Scherpen
Publisher : Springer
Page : 283 pages
File Size : 52,6 Mb
Release : 2016-02-15
Category : Technology & Engineering
ISBN : 9783319280776

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Smart Grids from a Global Perspective by Anne Beaulieu,Jaap De Wilde,Jacquelien M.A. Scherpen Pdf

This book presents a cross-disciplinary approach to smart grids, offering an invaluable basis for understanding their complexity and potential, and for discussing their technical, legal, economic, societal, psychological and security aspects. Smart grids are a complex phenomenon involving new, active roles for consumers and prosumers, novel social, political and cultural practices, advanced ICT, new markets, security of supply issues, the informational turn in energy, valuation of assets and investments, technological innovation and (de)regulation. Furthermore, smart grids offer new interfaces, in turn creating hybrid fields: with the increasing use of electric vehicles and electric transportation, smart grids represent the crossroads of energy and mobility. While the aim is to achieve more sustainable production, transportation and use of energy, the importance of smart grids actually has less to do with electricity, heat or gas, and far more with transforming the infrastructure needed to deliver energy, as well as the roles of its owners, operators and users. The immediate goal is to contribute positively to a sustainable world society. The chapters are revised and expanded texts based upon lectures delivered at the Groningen Energy Summer School 2014. Questions for further discussion at the end of each chapter highlight the key themes that emerge. The book offers an indispensable resource for researchers, professionals and companies in the power supply industry, and for students seeking to broaden and deepen their understanding of smart grids.

Author : Kazem Zare,Sayyad Nojavan
Publisher : Academic Press
Page : 424 pages
File Size : 49,9 Mb
Release : 2018-06-05
Category : Science
ISBN : 9780128148921

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Operation of Distributed Energy Resources in Smart Distribution Networks by Kazem Zare,Sayyad Nojavan Pdf

Operation of Distributed Energy Resources in Smart Distribution Networks defines the barriers and challenges of smart distribution networks, ultimately proposing optimal solutions for addressing them. The book considers their use as an important part of future electrical power systems and their ability to improve the local flexibility and reliability of electrical systems. It carefully defines the concept as a radial network with a cluster of distributed energy generations, various types of loads, and energy storage systems. In addition, the book details how the huge penetration of distributed energy resources and the intermittent nature of renewable generations may cause system problems. Readers will find this to be an important resource that analyzes and introduces the features and problems of smart distribution networks from different aspects. Integrates different types of elements, including electrical vehicles, demand response programs, and various renewable energy sources in distribution networks Proposes optimal operational models for the short-term performance and scheduling of a distribution network Discusses the uncertainties of renewable resources and intermittent load in the decision-making process for distribution networks

Author : Ozan Erdinc
Publisher : Butterworth-Heinemann
Page : 326 pages
File Size : 53,6 Mb
Release : 2017-02-25
Category : Technology & Engineering
ISBN : 9780081012093

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Optimization in Renewable Energy Systems by Ozan Erdinc Pdf

Optimization in Renewable Energy Systems: Recent Perspectives covers all major areas where optimization techniques have been applied to reduce uncertainty or improve results in renewable energy systems (RES). Production of power with RES is highly variable and unpredictable, leading to the need for optimization-based planning and operation in order to maximize economies while sustaining performance. This self-contained book begins with an introduction to optimization, then covers a wide range of applications in both large and small scale operations, including optimum operation of electric power systems with large penetration of RES, power forecasting, transmission system planning, and DG sizing and siting for distribution and end-user premises. This book is an excellent choice for energy engineers, researchers, system operators, system regulators, and graduate students. Provides chapters written by experts in the field Goes beyond forecasting to apply optimization techniques to a wide variety of renewable energy system issues, from large scale to relatively small scale systems Provides accompanying computer code for related chapters

Author : Lipeng Zhu,Yuchen Zhang,Yue Song,Xinran Zhang,Xue Lyu
Publisher : Frontiers Media SA
Page : 226 pages
File Size : 47,8 Mb
Release : 2023-10-05
Category : Technology & Engineering
ISBN : 9782832534717

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Data-Driven Situational Awareness and Decision Making for Smart Grid Operation by Lipeng Zhu,Yuchen Zhang,Yue Song,Xinran Zhang,Xue Lyu Pdf

Author : Herodotos Herodotou
Publisher : MDPI
Page : 238 pages
File Size : 40,5 Mb
Release : 2021-09-06
Category : Technology & Engineering
ISBN : 9783036516271

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Data-Intensive Computing in Smart Microgrids by Herodotos Herodotou Pdf

Microgrids have recently emerged as the building block of a smart grid, combining distributed renewable energy sources, energy storage devices, and load management in order to improve power system reliability, enhance sustainable development, and reduce carbon emissions. At the same time, rapid advancements in sensor and metering technologies, wireless and network communication, as well as cloud and fog computing are leading to the collection and accumulation of large amounts of data (e.g., device status data, energy generation data, consumption data). The application of big data analysis techniques (e.g., forecasting, classification, clustering) on such data can optimize the power generation and operation in real time by accurately predicting electricity demands, discovering electricity consumption patterns, and developing dynamic pricing mechanisms. An efficient and intelligent analysis of the data will enable smart microgrids to detect and recover from failures quickly, respond to electricity demand swiftly, supply more reliable and economical energy, and enable customers to have more control over their energy use. Overall, data-intensive analytics can provide effective and efficient decision support for all of the producers, operators, customers, and regulators in smart microgrids, in order to achieve holistic smart energy management, including energy generation, transmission, distribution, and demand-side management. This book contains an assortment of relevant novel research contributions that provide real-world applications of data-intensive analytics in smart grids and contribute to the dissemination of new ideas in this area.

Author : Anton Sinitsyn
Publisher : Springer Nature
Page : 485 pages
File Size : 51,7 Mb
Release : 2021-02-04
Category : Technology & Engineering
ISBN : 9783030676544

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Sustainable Energy Systems: Innovative Perspectives by Anton Sinitsyn Pdf

This book gathers the latest advances, innovations, and applications in the field of sustainable energy systems, as presented by researchers and engineers at the International Conference Sustainable Energy Systems: Innovative Perspectives (SES), held in Saint-Petersburg, Russia, on October 29-30, 2020. It covers highly diverse topics, including applications of renewable energy sources, recycling of solid municipal and industrial waste, circular economy based on agricultural waste, energy-efficient and sustainable buildings, innovation management and technologies of sustainable cities, sustainable construction, creative construction technology and materials, construction simulation and virtual construction, BIM and rapid prototyping for construction, consumption practices in the digital era, sustainable operations management, and supply chain management in the digital era. The contributions, which were selected by means of a rigorous international peer-review process, highlight numerous exciting ideas that will spur novel research directions and foster multidisciplinary collaborations.

Author : Clark W. Gellings
Publisher : CRC Press
Page : 250 pages
File Size : 54,9 Mb
Release : 2020-12-17
Category : Business & Economics
ISBN : 9788770222839

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The Smart Grid by Clark W. Gellings Pdf

The power system has often been cited as the greatest and most complex machine ever built, yet it is predominantly a mechanical system. Technologies and intelligent systems are now available that can significantly enhance the overall functionality of power distribution and make it ready to meet the needs of the 21st century. This book explains how sensors, communications technologies, computational ability, control, and feedback mechanisms can be effectively combined to create this new, continually adjusting "smart grid" system. It provides an understanding of both IntelliGridSM architecture and EnergyPortSM as well as how to integrate intelligent systems to achieve the goals of reliability, cost containment, energy efficiency in power production and delivery, and end-use energy efficiency.

Author : Dongliang Xiao,Biyun Chen,Xueqian Fu,Zhiyi Li,Chun Wei,Dan Lu
Publisher : Frontiers Media SA
Page : 552 pages
File Size : 44,6 Mb
Release : 2023-04-17
Category : Technology & Engineering
ISBN : 9782832520932

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Control, operation and trading strategies of intermittent renewable energy in smart grids by Dongliang Xiao,Biyun Chen,Xueqian Fu,Zhiyi Li,Chun Wei,Dan Lu Pdf

Author : Nouredine Hadjsaïd,Jean-Claude Sabonnadière
Publisher : John Wiley & Sons
Page : 402 pages
File Size : 40,5 Mb
Release : 2013-01-24
Category : Technology & Engineering
ISBN : 9781118562895

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Smart Grids by Nouredine Hadjsaïd,Jean-Claude Sabonnadière Pdf

On a worldwide basis, the development of SmartGrids is a consistent answer to the problem of an efficient and sustainable delivery of electric energy through distribution grids. SmartGrids are a combination of information and communication technologies and new energy technologies. There are many different definitions of the concept of SmartGrids and thus it appears indispensable to gather the knowledge available from both industry and research laboratories in one book. Distributed generation is rightly receiving an increased amount of attention and will become an integral part of urban energy systems, providing consumers and energy providers with safe, affordable, clean, reliable, flexible and readily-accessible energy services. The aim of this book is to describe future electricity networks that will enable all energy services to become sustainable. The traditional design of network control systems with a centralized structure is not in-line with the paradigm of the unbundled electricity system and decentralized control; this is highlighted by looking at how future active networks will efficiently link small- and medium-scale power sources with consumer demands, allowing decisions to be made on how best to operate in real time. It also looks at the level of control required: power flow assessment, voltage control and protection require cost-competitive technologies and new communication systems with more sensors and actuators than presently used, certainly in relation to the distribution systems. To manage active networks, a vision of grid computing is created that assures universal access to computing resources. An intelligent grid infrastructure gives more flexibility concerning demand and supply, providing new instruments for optimal and cost-effective grid operation at the same time.

Author : Yang Li,Liang Chen,Chao Long
Publisher : Frontiers Media SA
Page : 186 pages
File Size : 44,5 Mb
Release : 2022-02-17
Category : Technology & Engineering
ISBN : 9782889744114

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New Solutions for Smart Grids With High-Penetration Distributed Energy Resources by Yang Li,Liang Chen,Chao Long Pdf

Author : Bin Zhou,Junjie Hu,Liansong Xiong,Jian Zhao,Siqi Bu,Jingyang Fang,Hugo Morais,Peng Hou
Publisher : Frontiers Media SA
Page : 329 pages
File Size : 42,8 Mb
Release : 2023-10-18
Category : Technology & Engineering
ISBN : 9782832536063

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Advanced Technologies for Planning and Operation of Prosumer Energy Systems, Volume II by Bin Zhou,Junjie Hu,Liansong Xiong,Jian Zhao,Siqi Bu,Jingyang Fang,Hugo Morais,Peng Hou Pdf

Author : Information Resources Management Association
Publisher : Engineering Science Reference
Page : 128 pages
File Size : 40,7 Mb
Release : 2021-09-24
Category : Microgrids (Smart power grids)
ISBN : 1668436663

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Research Anthology on Smart Grid and Microgrid Development by Information Resources Management Association Pdf

"This reference book covers the latest innovations and trends within smart grid and microgrid development, detailing benefits, challenges, and opportunities, that will help readers to fully understand the current opportunities that smart grids and microgrids present around the world"--