Operational Concepts For Grid Services Using Electric Vehicles

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Operational concepts for grid services using electric vehicles

Author : Hamza Riaz Bokhari
Publisher : BoD – Books on Demand
ISBN 13 : 3863602285
Total Pages : 156 pages
Book Rating : 4.8/5 (636 download)

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Book Synopsis Operational concepts for grid services using electric vehicles by : Hamza Riaz Bokhari

Download or read book Operational concepts for grid services using electric vehicles written by Hamza Riaz Bokhari and published by BoD – Books on Demand. This book was released on 2020-01-01 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis deals with the challenges to frequency stability in the European electricity grid posed by the increasing share of renewable energy resources and electric vehicles. It evaluates European load frequency control systems for their suitability for integration of electric vehicles and the impact of increase in photovoltaic and wind power on frequency stability for the case of Germany, demonstrating a consequent significant increase in frequency control reserve requirements. Evaluation of alternative approaches to load frequency control shows that introduction of an aggregator of distributed energy resources can also significantly reduce the overall infrastructure requirements for grid operators. The operational concepts herein proposed are evaluated using several case studies for optimizing the use of electric vehicles for grid flexibility services by taking into account the user behavior of vehicle owners and supply requirements of these grid services.

Vehicle-to-Grid

Author : Lance Noel
Publisher : Springer
ISBN 13 : 3030048640
Total Pages : 237 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Vehicle-to-Grid by : Lance Noel

Download or read book Vehicle-to-Grid written by Lance Noel and published by Springer. This book was released on 2019-01-04 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book defines and charts the barriers and future of vehicle-to-grid technology: a technology that could dramatically reduce emissions, create revenue, and accelerate the adoption of battery electric cars. This technology connects the electric power grid and the transportation system in ways that will enable electric vehicles to store renewable energy and offer valuable services to the electricity grid and its markets. To understand the complex features of this emergent technology, the authors explore the current status and prospect of vehicle-to-grid, and detail the sociotechnical barriers that may impede its fruitful deployment. The book concludes with a policy roadmap to advise decision-makers on how to optimally implement vehicle-to-grid and capture its benefits to society while attempting to avoid the impediments discussed earlier in the book.

Electric Transportation Systems in Smart Power Grids

Author : Hassan Haes Alhelou
Publisher : CRC Press
ISBN 13 : 1000828905
Total Pages : 552 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Electric Transportation Systems in Smart Power Grids by : Hassan Haes Alhelou

Download or read book Electric Transportation Systems in Smart Power Grids written by Hassan Haes Alhelou and published by CRC Press. This book was released on 2023-02-15 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: The leading countries around the globe, including Australia, have taken serious steps to decarbonize their energy and transportation sectors as part of their obligations for a suitable future with fewer emissions and a better environment. The decarbonization plans in different countries have resulted in changes such as increases in the penetration level of renewable energy sources and the introduction of electric vehicles as a target for future transportation systems. This is the point where mobility meets electricity and brings new challenges and opportunities, especially in the integration with modern power systems. The main impact would be on the demand-side and the distribution network. These impacts would be also reflected in the operation, control, security, and stability of transmission systems. This creates a new grid architecture characterized by a growing variability and uncertainties. Moreover, the growth in the share of renewable energy in the total energy market is one of the major causes of the increasing fluctuations in the balance between generation and consumption in the whole system. Therefore, the key challenge lies in developing new concepts to ensure the effective integration of distributed energy resources and electric transportation systems, including EVs, into existing and future market structures. Electric Transportation Systems in Smart Power Grids address how these issues—EVs, E-buses, and other smart appliances on the demand side—can be aggregated to form virtual power plants, which are considered an efficient solution to provide operational flexibility to the grid. The book also discusses how EV-based virtual power plants can also provide myriad services for distribution system operators, transmission system operators, and even local prosumers within the energy community. Features: Describes the services required to power systems from EVs and electric transportation sector Covers frequency control in modern power systems using aggregated EVs Discusses the integration and interaction between EVs and Smart grids Introduces electric vehicle aggregation methods for supporting power systems Highlights flexibility provided from electric transportation system to smart energy sector Discusses the high penetration level of renewable energy sources and EVs

Electric Vehicle Machines and Drives

Author : K. T. Chau
Publisher : John Wiley & Sons
ISBN 13 : 111875252X
Total Pages : 437 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Electric Vehicle Machines and Drives by : K. T. Chau

Download or read book Electric Vehicle Machines and Drives written by K. T. Chau and published by John Wiley & Sons. This book was released on 2015-08-24 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: A timely comprehensive reference consolidates the research and development of electric vehicle machines and drives for electric and hybrid propulsions • Focuses on electric vehicle machines and drives • Covers the major technologies in the area including fundamental concepts and applications • Emphasis the design criteria, performance analyses and application examples or potentials of various motor drives and machine systems • Accompanying website includes the simulation models and outcomes as supplementary material

Electric Vehicle Integration in a Smart Microgrid Environment

Author : Mohammad Saad Alam
Publisher : CRC Press
ISBN 13 : 1000393046
Total Pages : 411 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Electric Vehicle Integration in a Smart Microgrid Environment by : Mohammad Saad Alam

Download or read book Electric Vehicle Integration in a Smart Microgrid Environment written by Mohammad Saad Alam and published by CRC Press. This book was released on 2021-08-19 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electric Vehicle Integration in a Smart Microgrid Environment The growing demand for energy in today’s world, especially in the Middle East and Southeast Asia, has been met with massive exploitation of fossil fuels, resulting in an increase in environmental pollutants. In order to mitigate the issues arising from conventional internal combustion engine-powered vehicles, there has been a considerable acceleration in the adoption of electric vehicles (EVs). Research has shown that the impact of fossil fuel use in transportation and surging demand in power owing to the growing EV charging infrastructure can potentially be minimalized by smart microgrids. As EVs find wider acceptance with major advancements in high efficiency drivetrain and vehicle design, it has become clear that there is a need for a system-level understanding of energy storage and management in a microgrid environment. Practical issues, such as fleet management, coordinated operation, repurposing of batteries, and environmental impact of recycling and disposal, need to be carefully studied in the context of an ageing grid infrastructure. This book explores such a perspective with contributions from leading experts on planning, analysis, optimization, and management of electrified transportation and the transportation infrastructure. The primary purpose of this book is to capture state-of-the-art development in smart microgrid management with EV integration and their applications. It also aims to identify potential research directions and technologies that will facilitate insight generation in various domains, from smart homes to smart cities, and within industry, business, and consumer applications. We expect the book to serve as a reference for a larger audience, including power system architects, practitioners, developers, new researchers, and graduate-level students, especially for emerging clean energy and transportation electrification sectors in the Middle East and Southeast Asia.

Advanced Concepts and Technologies for Electric Vehicles

Author : Akshay Kumar Rathore
Publisher : CRC Press
ISBN 13 : 1000925870
Total Pages : 285 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Advanced Concepts and Technologies for Electric Vehicles by : Akshay Kumar Rathore

Download or read book Advanced Concepts and Technologies for Electric Vehicles written by Akshay Kumar Rathore and published by CRC Press. This book was released on 2023-08-30 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains the basic and advanced technology behind the Power Electronics Converters for EV charging, and their significant developments, and introduces the Grid Impact issues that underpin the grid integration of electric vehicles. Advanced Concepts and Technologies for Electric Vehicles reviews state-of-the-art and new configurations and concepts of more electric vehicles and EV charging, mitigating the impact of EV charging on the power grid, and technical considerations of EV charging infrastructures. The book considers the environmental benefits and advantages of electric vehicles and their component devices. It includes case studies of different power electronic converters used for charging EVs. It offers a review of PFC-based AC chargers, WBG-based chargers, and Wireless chargers. The authors also explore multistage charging systems and their possible implementations. The book also examines the challenges and opportunities posed by the progressive integration of electric drive vehicles on the power grid and reported solutions for their mitigation. The book is intended for professionals, researchers, and engineers in the electric vehicle industry as well as advanced students in electrical engineering who benefit from this comprehensive coverage of electric vehicle technology. Readers can get an in-depth insight into the technology deployment in EV transportation and utilize that knowledge to develop novel ideas in the EV area.

Grid Integration of Electric Vehicles in Open Electricity Markets

Author : Qiuwei Wu
Publisher : John Wiley & Sons
ISBN 13 : 111856801X
Total Pages : 299 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Grid Integration of Electric Vehicles in Open Electricity Markets by : Qiuwei Wu

Download or read book Grid Integration of Electric Vehicles in Open Electricity Markets written by Qiuwei Wu and published by John Wiley & Sons. This book was released on 2013-05-23 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presenting the policy drivers, benefits and challenges for grid integration of electric vehicles (EVs) in the open electricity market environment, this book provides a comprehensive overview of existing electricity markets and demonstrates how EVs are integrated into these different markets and power systems. Unlike other texts, this book analyses EV integration in parallel with electricity market design, showing the interaction between EVs and differing electricity markets. Future regulating power market and distribution system operator (DSO) market design is covered, with up-to-date case studies and examples to help readers carry out similar projects across the world. With in-depth analysis, this book describes: the impact of EV charging and discharging on transmission and distribution networks market-driven EV congestion management techniques, for example the day-ahead tariff based congestion management scenario within electric distribution networks optimal EV charging management with the fleet operator concept and smart charging management EV battery technology, modelling and tests the use of EVs for balancing power fluctuations from renewable energy sources, looking at power system operation support, including frequency reserve, power regulation and voltage support An accessible technical book for power engineers and grid/distributed systems operators, this also serves as a reference text for researchers in the area of EVs and power systems. It provides distribution companies with the knowledge they need when facing the challenges introduced by large scale EV deployment, and demonstrates how transmission system operators (TSOs) can develop the existing system service market in order to fully utilize the potential of EV flexibility. With thorough coverage of the technologies for EV integration, this volume is informative for research professors and graduate students in power systems; it will also appeal to EV manufacturers, regulators, EV market professionals, energy providers and traders, mobility providers, EV charging station companies, and policy makers.

Plug In Electric Vehicles in Smart Grids

Author : Sumedha Rajakaruna
Publisher : Springer
ISBN 13 : 9789811013751
Total Pages : 0 pages
Book Rating : 4.0/5 (137 download)

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Book Synopsis Plug In Electric Vehicles in Smart Grids by : Sumedha Rajakaruna

Download or read book Plug In Electric Vehicles in Smart Grids written by Sumedha Rajakaruna and published by Springer. This book was released on 2016-09-22 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the cutting-edge research on energy management within smart grids with significant deployment of Plug-in Electric Vehicles (PEV). These vehicles not only can be a significant electrical power consumer during Grid to Vehicle (G2V) charging mode, they can also be smartly utilized as a controlled source of electrical power when they are used in Vehicle to Grid (V2G) operating mode. Electricity Price, Time of Use Tariffs, Quality of Service, Social Welfare as well as electrical parameters of the network are all different criteria considered by the researchers when developing energy management techniques for PEVs. Risk averse stochastic energy hub management, maximizing profits in ancillary service markets, power market bidding strategies for fleets of PEVs, energy management of PEVs in the presence of renewable energy in distribution lines or microgrids and loss minimization in distribution networks based on smart coordination approaches using real time energy prices are some of the attractive and novel topics explored in this book. It will be an excellent reference for graduate students, researchers and industry professionals who are interested in getting a snapshot view of today’s latest research on applying various smart energy management strategies for smart grids with high penetration of PEVs.

Planning and Operation of Electric Vehicles in Smart Grids

Author : Mehdi Rahmani-Andebili
Publisher : Springer Nature
ISBN 13 : 3031359119
Total Pages : 145 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Planning and Operation of Electric Vehicles in Smart Grids by : Mehdi Rahmani-Andebili

Download or read book Planning and Operation of Electric Vehicles in Smart Grids written by Mehdi Rahmani-Andebili and published by Springer Nature. This book was released on with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Analyzing the Range Barrier to Electric Vehicle Adoption

Author : Matthias Eisel
Publisher : Cuvillier Verlag
ISBN 13 : 3736983794
Total Pages : 214 pages
Book Rating : 4.7/5 (369 download)

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Book Synopsis Analyzing the Range Barrier to Electric Vehicle Adoption by : Matthias Eisel

Download or read book Analyzing the Range Barrier to Electric Vehicle Adoption written by Matthias Eisel and published by Cuvillier Verlag. This book was released on 2016-11-01 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although electric vehicles (EVs) are theoretically capable of emissions-free driving, their market penetration is still pending, which is reflected in their low sales numbers. This is mainly due to three major barriers to the widespread adoption of these vehicles, with one of them being their limited average driving distance. Although the limited range of these cars would theoretically be sufficient to match the usage patterns of most drivers, they are generally unwilling to accept it. In this regard, users often report serious concerns about not reaching their planned destinations due to battery depletion, which is commonly referred to as range anxiety. Within this cumulative dissertation, four research questions were derived, aiming to investigate measures that mitigate range anxiety and thus positively affect the attitude toward using EVs. To answer these research questions, six studies were conducted. The insights gained from analyzing the data provide researchers with an in-depth knowledge for investigating the influence of information systems on range anxiety. In addition, practitioners find decision support for addressing the phenomenon of range anxiety in implementing and designing information systems.

Active Building Energy Systems

Author : Vahid Vahidinasab
Publisher : Springer Nature
ISBN 13 : 3030797422
Total Pages : 394 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Active Building Energy Systems by : Vahid Vahidinasab

Download or read book Active Building Energy Systems written by Vahid Vahidinasab and published by Springer Nature. This book was released on 2022-05-06 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive study on state-of-the-art developments in the control, operation, and market participation of active buildings (ABs). Active buildings can support the broader energy system by intelligent integration of renewable-based energy technologies for heating, cooling, electricity, and transport. This important reference analyzes the key features of modern control and operation techniques applied to these systems. Contributions from an international team of experts present practical methods with evidence and case studies from applications to real-world or simulated active buildings. Sample computer codes and analytical examples aid in the understanding of the presented methods. The book will support researchers working on the control and operation of buildings as an energy system, smart cities and smart grids, and microgrids, as well as researchers and developers from the building and energy engineering, economic, and operation research fields. Provides an in-depth review of building-level energy systems technologies; Covers codes, standards, and requirements for active building control systems; Includes sample computer code and analytical examples.

Scheduling and Operation of Virtual Power Plants

Author : Ali Zangeneh
Publisher : Elsevier
ISBN 13 : 0323852688
Total Pages : 450 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Scheduling and Operation of Virtual Power Plants by : Ali Zangeneh

Download or read book Scheduling and Operation of Virtual Power Plants written by Ali Zangeneh and published by Elsevier. This book was released on 2022-01-25 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scheduling and Operation of Virtual Power Plants: Technical Challenges and Electricity Markets provides a multidisciplinary perspective on recent advances in VPPs, ranging from required infrastructures and planning to operation and control. The work details the required components in a virtual power plant, including smartness of power system, instrument and information and communication technologies (ICTs), measurement units, and distributed energy sources. Contributors assess the proposed benefits of virtual power plant in solving problems of distributed energy sources in integrating the small, distributed and intermittent output of these units. In addition, they investigate the likely technical challenges regarding control and interaction with other entities. Finally, the work considers the role of VPPs in electricity markets, showing how distributed energy resources and demand response providers can integrate their resources through virtual power plant concepts to effectively participate in electricity markets to solve the issues of small capacity and intermittency. The work is suitable for experienced engineers, researchers, managers and policymakers interested in using VPPs in future smart grids. Explores key enabling technologies and infrastructures for virtual power plants in future smart energy systems Reviews technical challenges and introduces solutions to the operation and control of VPPs, particularly focusing on control and interaction with other power system entities Introduces the key integrating role of VPPs in enabling DER powered participative electricity markets

ICT for Electric Vehicle Integration with the Smart Grid

Author : Nand Kishor
Publisher : Transportation
ISBN 13 : 9781785617621
Total Pages : 0 pages
Book Rating : 4.6/5 (176 download)

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Book Synopsis ICT for Electric Vehicle Integration with the Smart Grid by : Nand Kishor

Download or read book ICT for Electric Vehicle Integration with the Smart Grid written by Nand Kishor and published by Transportation. This book was released on 2020 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a basis for full integration of electric vehicles into the smart grid, through the use of ICT tools. It looks at transport and energy system modelling, simulation and optimisation processes; vehicle on-line optimal control, estimation and prediction; energy system strategic planning; and services such as smart charging.

Internet of Things and Data Analytics Handbook

Author : Hwaiyu Geng
Publisher : John Wiley & Sons
ISBN 13 : 1119173639
Total Pages : 816 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Internet of Things and Data Analytics Handbook by : Hwaiyu Geng

Download or read book Internet of Things and Data Analytics Handbook written by Hwaiyu Geng and published by John Wiley & Sons. This book was released on 2016-12-15 with total page 816 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the Internet of Things (IoT) and Data Analytics from a technical, application, and business point of view. Internet of Things and Data Analytics Handbook describes essential technical knowledge, building blocks, processes, design principles, implementation, and marketing for IoT projects. It provides readers with knowledge in planning, designing, and implementing IoT projects. The book is written by experts on the subject matter, including international experts from nine countries in the consumer and enterprise fields of IoT. The text starts with an overview and anatomy of IoT, ecosystem of IoT, communication protocols, networking, and available hardware, both present and future applications and transformations, and business models. The text also addresses big data analytics, machine learning, cloud computing, and consideration of sustainability that are essential to be both socially responsible and successful. Design and implementation processes are illustrated with best practices and case studies in action. In addition, the book: Examines cloud computing, data analytics, and sustainability and how they relate to IoT overs the scope of consumer, government, and enterprise applications Includes best practices, business model, and real-world case studies Hwaiyu Geng, P.E., is a consultant with Amica Research (www.AmicaResearch.org, Palo Alto, California), promoting green planning, design, and construction projects. He has had over 40 years of manufacturing and management experience, working with Westinghouse, Applied Materials, Hewlett Packard, and Intel on multi-million high-tech projects. He has written and presented numerous technical papers at international conferences. Mr. Geng, a patent holder, is also the editor/author of Data Center Handbook (Wiley, 2015).

Electric Transportation Systems in Smart Power Grids

Author : Hassan Haes Alhelou
Publisher :
ISBN 13 : 9781032277448
Total Pages : 0 pages
Book Rating : 4.2/5 (774 download)

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Book Synopsis Electric Transportation Systems in Smart Power Grids by : Hassan Haes Alhelou

Download or read book Electric Transportation Systems in Smart Power Grids written by Hassan Haes Alhelou and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The leading countries around the globe, including Australia, have taken serious steps to decarbonize their energy and transportation sectors as part of their obligations for a suitable future with fewer emissions and a better environment. The decarbonization plans in different countries have resulted in changes such as increases in the penetration level of renewable energy sources and the introduction of electric vehicles as a target for future transportation systems. This is the point where mobility meets electricity and brings new challenges and opportunities, especially in the integration with modern power systems. The main impact would be on the demand-side and the distribution network. These impacts would be also reflected in the operation, control, security, and stability of transmission systems. This creates a new grid architecture characterized by a growing variability and uncertainties. Moreover, the growth in the share of renewable energy in the total energy market is one of the major causes of the increasing fluctuations in the balance between generation and consumption in the whole system. Therefore, the key challenge lies in developing new concepts to ensure the effective integration of distributed energy resources and electric transportation systems, including EVs, into existing and future market structures. Electric Transportation Systems in Smart Power Grids address how these issues--EVs, E-buses, and other smart appliances on the demand side--can be aggregated to form virtual power plants, which are considered an efficient solution to provide operational flexibility to the grid. The book also discusses how EV-based virtual power plants can also provide myriad services for distribution system operators, transmission system operators, and even local prosumers within the energy community. Features: Describes the services required to power systems from EVs and electric transportation sector Covers frequency control in modern power systems using aggregated EVs Discusses the integration and interaction between EVs and Smart grids Introduces electric vehicle aggregation methods for supporting power systems Highlights flexibility provided from electric transportation system to smart energy sector Discusses the high penetration level of renewable energy sources and EVs

Grid Modernization ─ Future Energy Network Infrastructure

Author : Mohammadreza Daneshvar
Publisher : Springer Nature
ISBN 13 : 303064099X
Total Pages : 293 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Grid Modernization ─ Future Energy Network Infrastructure by : Mohammadreza Daneshvar

Download or read book Grid Modernization ─ Future Energy Network Infrastructure written by Mohammadreza Daneshvar and published by Springer Nature. This book was released on 2021-03-08 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents theoretical, technical, and practical information on the modernization of future energy networks. All the basic requirements covering concepts, modeling, optimizing, and analyzing of future energy grids with various energy carriers such as electricity, gas, heat, and water, as well as their markets and contracts, are explained in detail. The main focus of the book is on modernizing both the energy consumers and the energy producers and analyzing various aspects of grid modernization such as reliability, resiliency, stability, and security. Coverage includes advanced communication protocols and solution methods for the Internet of Energy (IoE) infrastructure and energy trading in future energy grids with high/full share of renewable energy resources (RERs) within the transactive energy (TE) paradigm. Probabilistic modeling and optimizing of modern grids will be evaluated using realistic case studies considering the economic aspects of multi-carrier energy markets. This book will be welcomed as an important resource by researchers and postgraduate students studying energy systems, as well as practicing engineers working on modernizing energy grids and the design, planning, scheduling, and operation of smart power systems. Proposes practical solutions for solving the challenges of modern multi-carrier energy grids; Examines various types of energy storage systems and distributed energy resources (DERs) with an emphasis on renewable energy resources (RERs); Provides comprehensive mathematical models for optimizing of future modern multi-carrier energy grids.

Methods, Implementation, and Application of Cyber Security Intelligence and Analytics

Author : Om Prakash, Jena
Publisher : IGI Global
ISBN 13 : 166843993X
Total Pages : 286 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Methods, Implementation, and Application of Cyber Security Intelligence and Analytics by : Om Prakash, Jena

Download or read book Methods, Implementation, and Application of Cyber Security Intelligence and Analytics written by Om Prakash, Jena and published by IGI Global. This book was released on 2022-06-17 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cyber security is a key focus in the modern world as more private information is stored and saved online. In order to ensure vital information is protected from various cyber threats, it is essential to develop a thorough understanding of technologies that can address cyber security challenges. Artificial intelligence has been recognized as an important technology that can be employed successfully in the cyber security sector. Due to this, further study on the potential uses of artificial intelligence is required. Methods, Implementation, and Application of Cyber Security Intelligence and Analytics discusses critical artificial intelligence technologies that are utilized in cyber security and considers various cyber security issues and their optimal solutions supported by artificial intelligence. Covering a range of topics such as malware, smart grid, data breachers, and machine learning, this major reference work is ideal for security analysts, cyber security specialists, data analysts, security professionals, computer scientists, government officials, researchers, scholars, academicians, practitioners, instructors, and students.