Data Intensive Computing In Smart Microgrids

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Data-Intensive Computing in Smart Microgrids

Author : Herodotos Herodotou
Publisher : MDPI
ISBN 13 : 3036516271
Total Pages : 238 pages
Book Rating : 4.0/5 (365 download)

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Book Synopsis Data-Intensive Computing in Smart Microgrids by : Herodotos Herodotou

Download or read book Data-Intensive Computing in Smart Microgrids written by Herodotos Herodotou and published by MDPI. This book was released on 2021-09-06 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Artificial Intelligence-Based Energy Management Systems for Smart Microgrids

Author : Baseem Khan
Publisher : CRC Press
ISBN 13 : 1000589250
Total Pages : 350 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Artificial Intelligence-Based Energy Management Systems for Smart Microgrids by : Baseem Khan

Download or read book Artificial Intelligence-Based Energy Management Systems for Smart Microgrids written by Baseem Khan and published by CRC Press. This book was released on 2022-06-07 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Smart Grids: Security and Privacy Issues

Author : Kianoosh G. Boroojeni
Publisher : Springer
ISBN 13 : 3319450506
Total Pages : 120 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Smart Grids: Security and Privacy Issues by : Kianoosh G. Boroojeni

Download or read book Smart Grids: Security and Privacy Issues written by Kianoosh G. Boroojeni and published by Springer. This book was released on 2016-10-22 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Complex, Intelligent, and Software Intensive Systems

Author : Leonard Barolli
Publisher : Springer
ISBN 13 : 331993659X
Total Pages : 1167 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Complex, Intelligent, and Software Intensive Systems by : Leonard Barolli

Download or read book Complex, Intelligent, and Software Intensive Systems written by Leonard Barolli and published by Springer. This book was released on 2018-06-18 with total page 1167 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a platform of scientific interaction between the three challenging and closely linked areas of ICT-enabled-application research and development: software intensive systems, complex systems and intelligent systems. Software intensive systems strongly interact with other systems, sensors, actuators, devices, other software systems and users. More and more domains are using software intensive systems, e.g. automotive and telecommunication systems, embedded systems in general, industrial automation systems and business applications. Moreover, web services offer a new platform for enabling software intensive systems. Complex systems research is focused on the overall understanding of systems rather than their components. Complex systems are characterized by the changing environments in which they interact. They evolve and adapt through internal and external dynamic interactions. The development of intelligent systems and agents, which are increasingly characterized by their use of ontologies and their logical foundations, offer impulses for both software intensive systems and complex systems. Recent research in the field of intelligent systems, robotics, neuroscience, artificial intelligence, and cognitive sciences are vital for the future development and innovation of software intensive and complex systems.

Energy Informatics

Author : Sebastian Gottwalt
Publisher : Springer
ISBN 13 : 3319258761
Total Pages : 228 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Energy Informatics by : Sebastian Gottwalt

Download or read book Energy Informatics written by Sebastian Gottwalt and published by Springer. This book was released on 2016-01-05 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Smart Microgrids

Author : Hassan Farhangi
Publisher : CRC Press
ISBN 13 : 1482248778
Total Pages : 324 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Smart Microgrids by : Hassan Farhangi

Download or read book Smart Microgrids written by Hassan Farhangi and published by CRC Press. This book was released on 2016-10-14 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: The utility sector’s transition to renewable energy and the smart grid has already begun. The first step towards smart grid is microgrid, which is a smaller electricity grid with access to all the essential assets of a larger grid. This book provides a glimpse into an actual microgrid project. It supplies a system-level approach to the design of smart Microgrids, covering the entire design process—from roadmap to realization. Detailing lessons learned and pitfalls to avoid in Microgrid technology, the book provides an interdisciplinary approach to design and problem solving for smart microgrids.

Cyber-Physical System Solutions for Smart Cities

Author : Muthumanikandan, Vanamoorthy
Publisher : IGI Global
ISBN 13 : 1668477580
Total Pages : 202 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Cyber-Physical System Solutions for Smart Cities by : Muthumanikandan, Vanamoorthy

Download or read book Cyber-Physical System Solutions for Smart Cities written by Muthumanikandan, Vanamoorthy and published by IGI Global. This book was released on 2023-08-07 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Research Anthology on Smart Grid and Microgrid Development

Author : Information Resources Management Association
Publisher : Engineering Science Reference
ISBN 13 : 9781668436660
Total Pages : pages
Book Rating : 4.4/5 (366 download)

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Book Synopsis Research Anthology on Smart Grid and Microgrid Development by : Information Resources Management Association

Download or read book Research Anthology on Smart Grid and Microgrid Development written by Information Resources Management Association and published by Engineering Science Reference. This book was released on 2021-09-24 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "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"--

Microgrids

Author : Peng Zhang
Publisher : John Wiley & Sons
ISBN 13 : 1119890853
Total Pages : 948 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Microgrids by : Peng Zhang

Download or read book Microgrids written by Peng Zhang and published by John Wiley & Sons. This book was released on 2024-03-26 with total page 948 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Intelligent Transportation Systems: Theory and Practice

Author : Amit Kumar Tyagi
Publisher : Springer Nature
ISBN 13 : 9811976228
Total Pages : 407 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Intelligent Transportation Systems: Theory and Practice by : Amit Kumar Tyagi

Download or read book Intelligent Transportation Systems: Theory and Practice written by Amit Kumar Tyagi and published by Springer Nature. This book was released on 2022-11-25 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides fundamental principles of intelligent transport systems with comprehensive insight and state of the art of vehicles, vehicular technology, connecting vehicles, and intelligent vehicles/autonomous intelligent vehicles. The book discusses different approaches for multiple sensor-based multiple-objects tracking, in addition to blockchain-based solutions for building tamper-proof sensing devices. It introduces various algorithms for security, privacy, and trust for intelligent vehicles. This book countermeasures all the drawbacks and provides useful information to students, researchers, and scientific communities. It contains chapters from national and international experts and will be essential for researchers and advanced students from academia, and industry experts who are working on intelligent transportation systems.

Intelligent Computing Theories and Applications

Author : De-Shuang Huang
Publisher : Springer
ISBN 13 : 3642315763
Total Pages : 704 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Intelligent Computing Theories and Applications by : De-Shuang Huang

Download or read book Intelligent Computing Theories and Applications written by De-Shuang Huang and published by Springer. This book was released on 2012-07-09 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Conference on Intelligent Computing, ICIC 2012, held in Huangshan, China, in July 2012. The 85 revised full papers presented were carefully reviewed and selected from 753 submissions. The papers are organized in topical sections on neural networks, evolutionar learning and genetic algorithms, granular computing and rough sets, biology inspired computing and optimization, nature inspired computing and optimization, cognitive science and computational neuroscience, knowledge discovery and data mining, quantum computing, machine learning theory and methods, healthcare informatics theory and methods, biomedical informatics theory and methods, complex systems theory and methods, intelligent computing in signal processing, intelligent computing in image processing, intelligent computing in robotics, intelligent computing in computer vision, intelligent agent and web applications, special session on advances in information security 2012.

Mobile Edge Computing

Author : Yan Zhang
Publisher : Springer Nature
ISBN 13 : 3030839443
Total Pages : 123 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Mobile Edge Computing by : Yan Zhang

Download or read book Mobile Edge Computing written by Yan Zhang and published by Springer Nature. This book was released on 2021-10-01 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Internet of Things and Sensors Networks in 5G Wireless Communications

Author : Lei Zhang
Publisher : MDPI
ISBN 13 : 3039281488
Total Pages : 222 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Internet of Things and Sensors Networks in 5G Wireless Communications by : Lei Zhang

Download or read book Internet of Things and Sensors Networks in 5G Wireless Communications written by Lei Zhang and published by MDPI. This book was released on 2020-01-24 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Internet of Things (IoT) has attracted much attention from society, industry and academia as a promising technology that can enhance day to day activities, and the creation of new business models, products and services, and serve as a broad source of research topics and ideas. A future digital society is envisioned, composed of numerous wireless connected sensors and devices. Driven by huge demand, the massive IoT (mIoT) or massive machine type communication (mMTC) has been identified as one of the three main communication scenarios for 5G. In addition to connectivity, computing and storage and data management are also long-standing issues for low-cost devices and sensors. The book is a collection of outstanding technical research and industrial papers covering new research results, with a wide range of features within the 5G-and-beyond framework. It provides a range of discussions of the major research challenges and achievements within this topic.

Dynamic Data Driven Applications Systems

Author : Erik Blasch
Publisher : Springer Nature
ISBN 13 : 3031526708
Total Pages : 434 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Dynamic Data Driven Applications Systems by : Erik Blasch

Download or read book Dynamic Data Driven Applications Systems written by Erik Blasch and published by Springer Nature. This book was released on with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt:

IoT for Smart Grids

Author : Kostas Siozios
Publisher : Springer
ISBN 13 : 3030036405
Total Pages : 289 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis IoT for Smart Grids by : Kostas Siozios

Download or read book IoT for Smart Grids written by Kostas Siozios and published by Springer. This book was released on 2018-11-24 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains the fundamentals of control theory for Internet of Things (IoT) systems and smart grids and its applications. It discusses the challenges imposed by large-scale systems, and describes the current and future trends and challenges in decision-making for IoT in detail, showing the ongoing industrial and academic research in the field of smart grid domain applications. It presents step-by-step design guidelines for the modeling, design, customisation and calibration of IoT systems applied to smart grids, in which the challenges increase with each system’s increasing complexity. It also provides solutions and detailed examples to demonstrate how to use the techniques to overcome these challenges, as well as other problems related to decision-making for successful implementation. Further, it anaylses the features of decision-making, such as low-complexity and fault-tolerance, and uses open-source and publicly available software tools to show readers how they can design, implement and customise their own system control instantiations. This book is a valuable resource for power engineers and researchers, as it addresses the analysis and design of flexible decision-making mechanisms for smart grids. It is also of interest to students on courses related to control of large-scale systems, since it covers the use of state-of-the-art technology with examples and solutions in every chapter. And last but not least, it offers practical advice for professionals working with smart grids.

Machine Learning Empowered Intelligent Data Center Networking

Author : Ting Wang
Publisher : Springer Nature
ISBN 13 : 9811973954
Total Pages : 123 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Machine Learning Empowered Intelligent Data Center Networking by : Ting Wang

Download or read book Machine Learning Empowered Intelligent Data Center Networking written by Ting Wang and published by Springer Nature. This book was released on 2023-02-21 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to the Machine Learning Empowered Intelligent Data Center Networking Fundamentals of Machine Learning in Data Center Networks. This book reviews the common learning paradigms that are widely used in data centernetworks, and offers an introduction to data collection and data processing in data centers. Additionally, it proposes a multi-dimensional and multi-perspective solution quality assessment system called REBEL-3S. The book offers readers a solid foundation for conducting research in the field of AI-assisted data center networks. Comprehensive Survey of AI-assisted Intelligent Data Center Networks. This book comprehensively investigates the peer-reviewed literature published in recent years. The wide range of machine learning techniques is fully reflected to allow fair comparisons. In addition, the book provides in-depth analysis and enlightening discussions on the effectiveness of AI in DCNs from various perspectives, covering flow prediction, flow classification, load balancing, resource management, energy management, routing optimization, congestion control, fault management, and network security. Provides a Broad Overview with Key Insights. This book introduces several novel intelligent networking concepts pioneered by real-world industries, such as Knowledge Defined Networks, Self-Driving Networks, Intent-driven Networks and Intent-based Networks. Moreover, it shares unique insights into the technological evolution of the fusion of artificial intelligence and data center networks, together with selected challenges and future research opportunities.

Intelligent Computing Techniques for Smart Energy Systems

Author : Akhtar Kalam
Publisher : Springer Nature
ISBN 13 : 9811502145
Total Pages : 1011 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Intelligent Computing Techniques for Smart Energy Systems by : Akhtar Kalam

Download or read book Intelligent Computing Techniques for Smart Energy Systems written by Akhtar Kalam and published by Springer Nature. This book was released on 2019-12-16 with total page 1011 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book compiles the research works related to smart solutions concept in context to smart energy systems, maintaining electrical grid discipline and resiliency, computational collective intelligence consisted of interaction between smart devices, smart environments and smart interactions, as well as information technology support for such areas. It includes high-quality papers presented in the International Conference on Intelligent Computing Techniques for Smart Energy Systems organized by Manipal University Jaipur. This book will motivate scholars to work in these areas. The book also prophesies their approach to be used for the business and the humanitarian technology development as research proposal to various government organizations for funding approval.