Data Intensive Computing In Smart Microgrids

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Data-Intensive Computing in Smart Microgrids

Herodotos Herodotou
Data Intensive Computing in Smart Microgrids Book PDF

Author : Herodotos Herodotou
Publisher : MDPI
Page : 238 pages
File Size : 55,8 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.

Data-Intensive Computing in Smart Microgrids

Herodotos Herodotou
Data Intensive Computing in Smart Microgrids Book PDF

Author : Herodotos Herodotou
Publisher : Unknown
Page : 238 pages
File Size : 51,6 Mb
Release : 2021
Category : Electronic
ISBN : 303651628X

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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.

Smart Grids and Big Data Analytics for Smart Cities

Chun Sing Lai,Loi Lei Lai,Qi Hong Lai
Smart Grids and Big Data Analytics for Smart Cities Book PDF

Author : Chun Sing Lai,Loi Lei Lai,Qi Hong Lai
Publisher : Springer Nature
Page : 403 pages
File Size : 53,5 Mb
Release : 2020-10-31
Category : Technology & Engineering
ISBN : 9783030521554

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Smart Grids and Big Data Analytics for Smart Cities by Chun Sing Lai,Loi Lei Lai,Qi Hong Lai Pdf

This book provides a comprehensive introduction to different elements of smart city infrastructure - smart energy, smart water, smart health, and smart transportation - and how they work independently and together. Theoretical development and practical applications are presented, along with related standards, recommended practices, and professional guidelines. Throughout the book, diagrams and case studies are provided that demonstrate the systems presented, and extensive use of scenarios helps readers better grasp how smart grids, the Internet of Things, big data analytics, and trading models can improve road safety, healthcare, smart water management, and a low-carbon economy. A must-read for practicing engineers, consultants, regulators, utility operators, and environmentalists involved in smart city development, the book will also appeal to city planners and designers, as well as upper-level undergraduate and graduate students studying energy, environmental science, technology, economics, signal processing, information science, and power engineering.

Smart Grids and Microgrids

Prajof Prabhakaran,S. Mohan Krishna,J. L. Febin Daya,Umashankar Subramaniam,P. V. Brijesh
Smart Grids and Microgrids Book PDF

Author : Prajof Prabhakaran,S. Mohan Krishna,J. L. Febin Daya,Umashankar Subramaniam,P. V. Brijesh
Publisher : John Wiley & Sons
Page : 405 pages
File Size : 47,9 Mb
Release : 2022-03-22
Category : Science
ISBN : 9781119760603

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Smart Grids and Microgrids by Prajof Prabhakaran,S. Mohan Krishna,J. L. Febin Daya,Umashankar Subramaniam,P. V. Brijesh Pdf

SMART GRIDS AND MICROGRIDS Written and edited by a team of experts in the field, this is the most comprehensive and up-to-date study of smart grids and microgrids for engineers, scientists, students, and other professionals. The power supply is one of the most important issues of our time. In every country, all over the world, from refrigerators to coffee makers to heating and cooling, almost everyone in the world needs to have access to power. As the global demand rises, new methods of delivering power, such as smart grids and microgrids, have, out of necessity or choice, been developed and researched. In this book, modern and advanced concepts of both microgrid and smart grid technology are introduced. Beginning from the brief fundamental concepts of microgrids and its various constituents this team of experts discusses different architectures, control issues, communication challenges, measurement, stability, power quality and mitigation, protection, and power electronic aspects of the microgrid system. Through this book, tools and techniques needed to design both microgrids and smart grids are discussed. Recent and developing topics like smart meter impact, remote data monitoring, communication protocols, cybersecurity, artificial intelligence, big data, IoT, and many others are covered. Furthermore, this new volume also covers simulation and stability analysis tools pertaining to microgrids and smart grids. Throughout the book, detailed examples of microgrid and smart grid design and development strategies are provided, based on different constraints and requirements. Case studies, numerical models, and design examples are also included. Whether for the veteran engineer or student, this is a must-have volume for any library. Audience: Engineers, scientists, industry professionals, students, and other lay people involved in the business of smart grids and microgrids

Smart Grids

David Bakken
Smart Grids Book PDF

Author : David Bakken
Publisher : CRC Press
Page : 470 pages
File Size : 47,9 Mb
Release : 2014-05-19
Category : Science
ISBN : 9781482206111

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Smart Grids by David Bakken Pdf

The utilization of sensors, communications, and computer technologies to create greater efficiency in the generation, transmission, distribution, and consumption of electricity will enable better management of the electric power system. As the use of smart grid technologies grows, utilities will be able to automate meter reading and billing and consumers will be more aware of their energy usage and the associated costs. The results will require utilities and their suppliers to develop new business models, strategies, and processes. With an emphasis on reducing costs and improving return on investment (ROI) for utilities, Smart Grids: Clouds, Communications, Open Source, and Automation explores the design and implementation of smart grid technologies, considering the benefits to consumers as well as businesses. Focusing on industrial applications, the text: Provides a state-of-the-art account of the smart grid Explains how smart grid technologies are currently being used Includes detailed examples and test cases for real-life implementation Discusses trade-offs associated with the utilization of smart grid technologies Describes smart grid simulation software and offers insight into the future of the smart grid The electric power grid is in the early stages of a sea of change. Nobody knows which business models will survive, but companies heeding the lessons found in Smart Grids: Clouds, Communications, Open Source, and Automation might just increase their chances for success.

Energy Internet

Ahmed F Zobaa,Junwei Cao
Energy Internet Book PDF

Author : Ahmed F Zobaa,Junwei Cao
Publisher : Springer Nature
Page : 436 pages
File Size : 54,6 Mb
Release : 2020-06-17
Category : Technology & Engineering
ISBN : 9783030454531

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Energy Internet by Ahmed F Zobaa,Junwei Cao Pdf

This textbook is the first of its kind to comprehensively describe the energy Internet, a vast network that efficiently supplies electricity to anyone anywhere and is an internet based wide area network for information and energy fusion. The chapters are organized into five parts: Architecture and Design, Energy Switching and Routing, Information and Communication, Energy Management Systems and Energy Market and Trading, and capture the spectrum of this exponential transformation, while also presenting the plethora of open problems that this transformation poses for researchers from mixed academic backgrounds. The scope includes key technologies on distributed energy sources, microgrids, energy storage, solar and wind energy, power grid, smart grid, power quality, power electronics, data centers, distributed computing and networking, cloud computing and big data, and software-defined networking. The book presents the basic principles of energy internet and emphasizes the current research trends in the field of energy Internet at an advanced level. It includes instructor materials, case-studies, and worked examples throughout. This is an ideal resource for students in advanced graduate-level courses and special topics in energy, information and control systems, and is a useful tool for utility engineers who seek an intuitive understanding of the emerging applications of energy Internet.

Distributed Computing for Emerging Smart Networks

Imen Jemili,Mohamed Mosbah
Distributed Computing for Emerging Smart Networks Book PDF

Author : Imen Jemili,Mohamed Mosbah
Publisher : Springer Nature
Page : 156 pages
File Size : 43,6 Mb
Release : 2021-01-02
Category : Computers
ISBN : 9783030658106

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Distributed Computing for Emerging Smart Networks by Imen Jemili,Mohamed Mosbah Pdf

This book constitutes the refereed proceedings of the Second International Workshop on Distributed Computing for Emerging Smart Networks, DiCES-N 2020, held in Bizerte, Tunisia, in December 2020. Due to the COVID-19 pandemic the conference was held online. The 8 full papers included in this volume were carefully reviewed and selected from numerous submissions. The papers are organized in the following topical sections: ​intelligent transportation systems; emerging networking technologies; artificial intelligence and internet of things.

Artificial Intelligence-Based Energy Management Systems for Smart Microgrids

Baseem Khan,Sanjeevikumar Padmanaban,Hassan Haes Alhelou,Om Prakash Mahela,S. Rajkumar
Artificial Intelligence Based Energy Management Systems for Smart Microgrids Book PDF

Author : Baseem Khan,Sanjeevikumar Padmanaban,Hassan Haes Alhelou,Om Prakash Mahela,S. Rajkumar
Publisher : CRC Press
Page : 350 pages
File Size : 48,5 Mb
Release : 2022-06-07
Category : Technology & Engineering
ISBN : 9781000589252

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Artificial Intelligence-Based Energy Management Systems for Smart Microgrids by Baseem Khan,Sanjeevikumar Padmanaban,Hassan Haes Alhelou,Om Prakash Mahela,S. Rajkumar Pdf

Modeling and optimization of energy management systems for micro- and mini-grids play an important role in the fields of energy generation dispatch, system operation, protection coordination, power quality issues, and peak demand conflict with grid security. This comprehensive reference text provides an in-depth insight into these topics. This text discusses the use of meta-heuristic and artificial intelligence algorithms for developing energy management systems with energy use prediction for mini- and microgrid systems. It covers important concepts including modeling of microgrid and energy management systems, optimal protection coordination-based microgrid energy management, optimal energy dispatch with energy management systems, and peak demand management with energy management systems. Key Features: Presents a comprehensive discussion of mini- and microgrid concepts Discusses AC and DC microgrid modeling in detail Covers optimization of mini- and microgrid systems using AI and meta-heuristic techniques Provides MATLAB®-based simulations on a mini- and microgrid Comprehensively discussing concepts of microgrids with the help of software-based simulations, this text will be useful as a reference text for graduate students and professionals in the fields of electrical engineering, electronics and communication engineering, renewable energy, and clean technology.

Emerging Smart Technologies for Critical Infrastructure

Shantanu Pal,Zahra Jadidi,Ernest Foo,Subhas C. Mukhopadhyay
Emerging Smart Technologies for Critical Infrastructure Book PDF

Author : Shantanu Pal,Zahra Jadidi,Ernest Foo,Subhas C. Mukhopadhyay
Publisher : Springer Nature
Page : 172 pages
File Size : 43,7 Mb
Release : 2023-06-01
Category : Technology & Engineering
ISBN : 9783031298455

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Emerging Smart Technologies for Critical Infrastructure by Shantanu Pal,Zahra Jadidi,Ernest Foo,Subhas C. Mukhopadhyay Pdf

This book highlights the latest advancements, innovation, technology, and real-world challenges and solutions related to smart critical infrastructure. In addition, it provides quantitative and qualitative research innovations to individual, academic, organizational and industry practitioners in a wide range of practical solutions using emerging technologies in areas such as smart sensing, data acquisition, data analytics, data processing, and other related topics, such as security, privacy, and trust to devices, users, and the systems. Finally, the book discusses the various societal applications using the Internet of Things and emerging technologies. As such, it offers an essential reference guide about the latest design and development in critical infrastructure for academia and industry. Fully explaining all the techniques used, the book is of interest to engineers, researchers, and scientists working in wireless sensor networks, Internet of Things systems, and emerging technologies.

Energy Informatics

Sebastian Gottwalt,Lukas König,Hartmut Schmeck
Energy Informatics Book PDF

Author : Sebastian Gottwalt,Lukas König,Hartmut Schmeck
Publisher : Springer
Page : 223 pages
File Size : 45,7 Mb
Release : 2016-01-05
Category : Business & Economics
ISBN : 9783319258768

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Energy Informatics by Sebastian Gottwalt,Lukas König,Hartmut Schmeck Pdf

This book constitutes the refereed proceedings of the 4th D-A-CH Conference on Energy Informatics, D-A-CH EI 2015, held in Karlsruhe, Germany, in November 2015.The 18 revised full papers presented were carefully reviewed and selected from 36 submissions. The papers are organized in topical sections on distributed energy sources and storage, smart meters and monitoring, research lab infrastructures, electric mobility, communication and security, and modeling and simulation.

Cyber-Physical System Solutions for Smart Cities

Muthumanikandan, Vanamoorthy,Bhuvaneswari, Anbalagan,Easwaran, Balamurugan,Sudarson Rama Perumal, T.
Cyber Physical System Solutions for Smart Cities Book PDF

Author : Muthumanikandan, Vanamoorthy,Bhuvaneswari, Anbalagan,Easwaran, Balamurugan,Sudarson Rama Perumal, T.
Publisher : IGI Global
Page : 202 pages
File Size : 43,8 Mb
Release : 2023-08-07
Category : Computers
ISBN : 9781668477588

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Cyber-Physical System Solutions for Smart Cities by Muthumanikandan, Vanamoorthy,Bhuvaneswari, Anbalagan,Easwaran, Balamurugan,Sudarson Rama Perumal, T. Pdf

In the implementation of smart cities, sensors and actuators that produce and consume enormous amounts of data in a variety of formats and ontologies will be incorporated into the system as a whole. The data produced by the participating devices need to be adequately categorized and connected to reduce duplication and conflicts. Newer edge computing techniques are needed to manage enormous amounts of data quickly and avoid overloading the cloud infrastructure. Cyber-Physical System Solutions for Smart Cities considers the most recent developments in several crucial software services and cyber infrastructures that are important to smart cities. Covering key topics such as artificial intelligence, smart data, big data, and computer science, this premier reference source is ideal for industry professionals, government officials, policymakers, scholars, researchers, academicians, instructors, and students.

Smart Grids: Security and Privacy Issues

Kianoosh G. Boroojeni,M. Hadi Amini,S. S. Iyengar
Smart Grids Security and Privacy Issues Book PDF

Author : Kianoosh G. Boroojeni,M. Hadi Amini,S. S. Iyengar
Publisher : Springer
Page : 113 pages
File Size : 53,7 Mb
Release : 2016-10-22
Category : Technology & Engineering
ISBN : 9783319450506

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Smart Grids: Security and Privacy Issues by Kianoosh G. Boroojeni,M. Hadi Amini,S. S. Iyengar Pdf

This book provides a thorough treatment of privacy and security issues for researchers in the fields of smart grids, engineering, and computer science. It presents comprehensive insight to understanding the big picture of privacy and security challenges in both physical and information aspects of smart grids. The authors utilize an advanced interdisciplinary approach to address the existing security and privacy issues and propose legitimate countermeasures for each of them in the standpoint of both computing and electrical engineering. The proposed methods are theoretically proofed by mathematical tools and illustrated by real-world examples.

Microgrids

Peng Zhang
Microgrids Book PDF

Author : Peng Zhang
Publisher : John Wiley & Sons
Page : 948 pages
File Size : 50,7 Mb
Release : 2024-03-26
Category : Technology & Engineering
ISBN : 9781119890850

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Microgrids by Peng Zhang Pdf

Microgrids Understand microgrids and networked microgrid systems Microgrids are interconnected groups of energy sources that operate together, capable of connecting with a larger grid or operating independently as needed and network conditions require. They can be valuable sources of energy for geographically circumscribed areas with highly targeted energy needs, and for remote or rural areas where continuous connection with a larger grid is difficult. Microgrids’ controllability makes them especially effective at incorporating renewable energy sources. Microgrids: Theory and Practice introduces readers to the analysis, design, and operation of microgrids and larger networked systems that integrate them. It brings to bear both cutting-edge research into microgrid technology and years of industry experience in designing and operating microgrids. Its discussions of core subjects such as microgrid modeling, control, and optimization make it an essential short treatment, valuable for both academic and industrial study. Readers will acquire the skills needed to address existing problems and meet new ones as this crucial area of power engineering develops. Microgrids: Theory and Practice also features: Incorporation of new cyber-physical system technologies for enabling microgrids as resiliency resources Theoretical treatment of a wide range of subjects including smart programmable microgrids, distributed and asynchronous optimization for microgrid dispatch, and AI-assisted microgrid protection Practical discussion of real-time microgrids simulations, hybrid microgrid design, transition to renewable microgrid networks, and more Microgrids: Theory and Practice is ideal as a textbook for graduate and advanced undergraduate courses in power engineering programs, and a valuable reference for power industry professionals looking to address the challenges posed by microgrids in their work.

Mobile Edge Computing

Yan Zhang
Mobile Edge Computing Book PDF

Author : Yan Zhang
Publisher : Springer Nature
Page : 123 pages
File Size : 43,5 Mb
Release : 2021-10-01
Category : Computers
ISBN : 9783030839444

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Mobile Edge Computing by Yan Zhang Pdf

This is an open access book. It offers comprehensive, self-contained knowledge on Mobile Edge Computing (MEC), which is a very promising technology for achieving intelligence in the next-generation wireless communications and computing networks.The book starts with the basic concepts, key techniques and network architectures of MEC. Then, we present the wide applications of MEC, including edge caching, 6G networks, Internet of Vehicles, and UAVs. In the last part, we present new opportunities when MEC meets blockchain, Artificial Intelligence, and distributed machine learning (e.g., federated learning). We also identify the emerging applications of MEC in pandemic, industrial Internet of Things and disaster management.The book allows an easy cross-reference owing to the broad coverage on both the principle and applications of MEC. The book is written for people interested in communications and computer networks at all levels. The primary audience includes senior undergraduates, postgraduates, educators, scientists, researchers, developers, engineers, innovators and research strategists.

Smart Multimedia

Stefano Berretti,Guan-Ming Su
Smart Multimedia Book PDF

Author : Stefano Berretti,Guan-Ming Su
Publisher : Springer Nature
Page : 466 pages
File Size : 53,5 Mb
Release : 2022-12-13
Category : Computers
ISBN : 9783031220616

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Smart Multimedia by Stefano Berretti,Guan-Ming Su Pdf

This book constitutes the proceedings of the Third International Conference on Smart Multimedia, ICSM 2022, which was held in Marseille, France, during August 25–27, 2022. The 30 full papers and 4 short paper presented in this volume were carefully reviewed and selected from 68 submissions. The contributions were organized in topical sections as follows: Machine Learning for Multimedia; Image Processing; Multimedia Applications; Multimedia for Medicine and Health-Care; Smart Homes; Multimedia Environments and Metaverse; Deep Learning on Video and Music; Haptic; Industrial.