Read Books Online and Download eBooks, EPub, PDF, Mobi, Kindle, Text Full Free.
Data Driven Stochastic Optimization For Cyber Physical System Risk Management Smart Power Grids With Renewable Energy
Download Data Driven Stochastic Optimization For Cyber Physical System Risk Management Smart Power Grids With Renewable Energy full books in PDF, epub, and Kindle. Read online Data Driven Stochastic Optimization For Cyber Physical System Risk Management Smart Power Grids With Renewable Energy ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!
Book Synopsis Data-driven Stochastic Optimization for Cyber-physical System Risk Management : Smart Power Grids with Renewable Energy by : Yuan Yi
Download or read book Data-driven Stochastic Optimization for Cyber-physical System Risk Management : Smart Power Grids with Renewable Energy written by Yuan Yi and published by . This book was released on 2018 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Smart Grids as Cyber Physical Systems, 2 Volume Set by : O. V. Gnana Swathika
Download or read book Smart Grids as Cyber Physical Systems, 2 Volume Set written by O. V. Gnana Swathika and published by John Wiley & Sons. This book was released on 2024-05-29 with total page 791 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart Grids as Cyber Physical Systems, a new two-volume set from Wiley-Scrivener, provides a comprehensive overview of the fundamental security of supervisory control and data acquisition (SCADA) systems, offering clarity on specific operating and security issues that may arise that deteriorate the overall operation and efficiency of smart grid systems. It also provides techniques to monitor and protect systems, as well as aids for designing a threat-free system. This title discusses how artificial intelligence (AI) may be extensively deployed in the prediction of energy generation, electric grid-related line loss prediction, load forecasting, and for predicting equipment failure prevention. It also discusses power generation systems, building service systems, and explores advances in machine learning, artificial neural networks, fuzzy logic, genetic algorithms, and hybrid mechanisms. Additionally, we will explore research contribution of experts in CPS infrastructure systems, incorporating sustainability by embedding computing and communication in day-to-day smart grid applications. This book will be of immense use to practitioners in industries focusing on adaptive configuration and optimization in smart grid systems. Through case studies, it offers a rigorous introduction to the theoretical foundations, techniques, and practical solutions CPS offers. Building CPS with effective communication, control, intelligence, and security is discussed from societal and research perspectives and a forum for researchers and practitioners to exchange ideas and achieve progress in CPS is provided by highlighting applications, advances, and research challenges. This book offers a comprehensive look at ICS cyber threats, attacks, metrics, risk, situational awareness, intrusion detection, and security testing, providing a valuable reference set for current system owners who wish to configure and operate their ICSs securely.
Book Synopsis Stochastic Optimization for Distributed Energy Resources in Smart Grids by : Yuanxiong Guo
Download or read book Stochastic Optimization for Distributed Energy Resources in Smart Grids written by Yuanxiong Guo and published by Springer. This book was released on 2017-06-21 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: This brief focuses on stochastic energy optimization for distributed energy resources in smart grids. Along with a review of drivers and recent developments towards distributed energy resources, this brief presents research challenges of integrating millions of distributed energy resources into the grid. The brief then proposes a novel three-level hierarchical architecture for effectively integrating distributed energy resources into smart grids. Under the proposed hierarchical architecture, distributed energy resource management algorithms at the three levels (i.e., smart home, smart neighborhood, and smart microgrid) are developed in this brief based on stochastic optimization that can handle the involved uncertainties in the system.
Book Synopsis Cyber Physical Systems Approach to Smart Electric Power Grid by : Siddhartha Kumar Khaitan
Download or read book Cyber Physical Systems Approach to Smart Electric Power Grid written by Siddhartha Kumar Khaitan and published by Springer. This book was released on 2015-01-02 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book documents recent advances in the field of modeling, simulation, control, security and reliability of Cyber- Physical Systems (CPS) in power grids. The aim of this book is to help the reader gain insights into working of CPSs and understand their potential in transforming the power grids of tomorrow. This book will be useful for all those who are interested in design of cyber-physical systems, be they students or researchers in power systems, CPS modeling software developers, technical marketing professionals and business policy-makers.
Book Synopsis Smart Grid Control by : Jakob Stoustrup
Download or read book Smart Grid Control written by Jakob Stoustrup and published by Springer. This book was released on 2018-09-25 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the role of systems and control. Focusing on the current and future development of smart grids in the generation and transmission of energy, it provides an overview of the smart grid control landscape, and the potential impact of the various investigations presented has for technical aspects of power generation and distribution as well as for human and economic concerns such as pricing, consumption and demand management. A tutorial exposition is provided in each chapter, describing the opportunities and challenges that lie ahead. Topics in these chapters include: wide-area control; issues of estimation and integration at the transmission; distribution, consumers, and demand management; and cyber-physical security for smart grid control systems. The contributors describe the problems involved with each topic, and what impact these problems would have if not solved. The tutorial components and the opportunities and challenges detailed make this book ideal for anyone interested in new paradigms for modernized, smart power grids, and anyone in a field where control is applied. More specifically, it is a valuable resource for students studying smart grid control, and for researchers and academics wishing to extend their knowledge of the topic.
Book Synopsis Smart Energy Management by : Kaile Zhou
Download or read book Smart Energy Management written by Kaile Zhou and published by Springer Nature. This book was released on 2022-02-04 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a relatively whole view of data-driven decision-making methods for energy service innovation and energy system optimization. Through personalized energy services provision and energy efficiency improvement, the book can contribute to the green transformation of energy system and the sustainable development of the society. The book gives a new way to achieve smart energy management, based on various data mining and machine learning methods, including fuzzy clustering, shape-based clustering, ensemble clustering, deep learning, and reinforcement learning. The applications of these data-driven methods in improving energy efficiency and supporting energy service innovation are presented. Moreover, this book also investigates the role of blockchain in supporting peer-to-peer (P2P) electricity trading innovation, thus supporting smart energy management. The general scope of this book mainly includes load clustering, load forecasting, price-based demand response, incentive-based demand response, and energy blockchain-based electricity trading. The intended readership of the book includes researchers and engineers in related areas, graduate and undergraduate students in university, and some other general interested audience. The important features of the book are: (1) it introduces various data-driven methods for achieving different smart energy management tasks; (2) it investigates the role of data-driven methods in supporting various energy service innovation; and (3) it explores energy blockchain in P2P electricity trading, and thus supporting smart energy management.
Book Synopsis Optimization and Security Challenges in Smart Power Grids by : Vijay Pappu
Download or read book Optimization and Security Challenges in Smart Power Grids written by Vijay Pappu and published by Springer Science & Business Media. This book was released on 2013-11-01 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of state-of-the-art research on “Systems and Optimization Aspects of Smart Grid Challenges.” The authors have compiled and integrated different aspects of applied systems optimization research to smart grids, and also describe some of its critical challenges and requirements. The promise of a smarter electricity grid could significantly change how consumers use and pay for their electrical power, and could fundamentally reshape the current Industry. Gaining increasing interest and acceptance, Smart Grid technologies combine power generation and delivery systems with advanced communication systems to help save energy, reduce energy costs and improve reliability. Taken together, these technologies support new approaches for load balancing and power distribution, allowing optimal runtime power routing and cost management. Such unprecedented capabilities, however, also present a set of new problems and challenges at the technical and regulatory levels that must be addressed by Industry and the Research Community.
Book Synopsis Energy Management of Internet Data Centers in Smart Grid by : Tao Jiang
Download or read book Energy Management of Internet Data Centers in Smart Grid written by Tao Jiang and published by Springer. This book was released on 2015-01-02 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports the latest findings on intelligent energy management of Internet data centers in smart-grid environments. The book gathers novel research ideas in Internet data center energy management, especially scenarios with cyber-related vulnerabilities, power outages and carbon emission constraints. The book will be of interest to university researchers, R&D engineers and graduate students in communication and networking areas who wish to learn the core principles, methods, algorithms, and applications of energy management of Internet data centers in smart grids.
Book Synopsis Cyber-Physical Security and Privacy in the Electric Smart Grid by : Bruce McMillin
Download or read book Cyber-Physical Security and Privacy in the Electric Smart Grid written by Bruce McMillin and published by Morgan & Claypool Publishers. This book was released on 2017-08-28 with total page 66 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the combined cyber and physical security issues in advanced electric smart grids. Existing standards are compared with classical results and the security and privacy principles of current practice are illustrated. The book paints a way for future development of advanced smart grids that operated in a peer-to-peer fashion, thus requiring a different security model. Future defenses are proposed that include information flow analysis and attestation systems that rely on fundamental physical properties of the smart grid system.
Book Synopsis Digitalization of Power Markets and Systems Using Energy Informatics by : Umit Cali
Download or read book Digitalization of Power Markets and Systems Using Energy Informatics written by Umit Cali and published by Springer Nature. This book was released on 2021-09-26 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: The objective of this textbook is to introduce students and professionals to fundamental principles and techniques and emerging technologies in energy informatics and the digitalization of power markets and systems. The book covers such areas as smart grids and artificial intelligence (AI) and distributed ledger technology (DLT), with a focus on information and communication technologies (ICT) deployed to modernize the electric energy infrastructure. It also provides an overview of the smart grid and its main components: smart grid applications at transmission, distribution, and customer level, network requirements with communications technologies, and standards and protocols. In addition, the book addresses emerging technologies and trends in next-generation power systems, i.e., energy informatics, such as digital green shift, energy cyber-physical-social systems (E-CPSS), energy IoT, energy blockchain, and advanced optimization. Future aspects of digitalized power markets and systems will be discussed with real-world energy informatics projects. The book is designed to be a core text in upper-undergraduate and graduate courses such as Introduction to Smart Grids, Digitalization of Power Systems, and Advanced Power System Topics in Energy Informatics.
Book Synopsis Energy Markets and Responsive Grids by : Sean Meyn
Download or read book Energy Markets and Responsive Grids written by Sean Meyn and published by Springer. This book was released on 2018-06-09 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume consists of selected essays by participants of the workshop Control at Large Scales: Energy Markets and Responsive Grids held at the Institute for Mathematics and its Applications, Minneapolis, Minnesota, U.S.A. from May 9-13, 2016. The workshop brought together a diverse group of experts to discuss current and future challenges in energy markets and controls, along with potential solutions. The volume includes chapters on significant challenges in the design of markets and incentives, integration of renewable energy and energy storage, risk management and resilience, and distributed and multi-scale optimization and control. Contributors include leading experts from academia and industry in power systems and markets as well as control science and engineering. This volume will be of use to experts and newcomers interested in all aspects of the challenges facing the creation of a more sustainable electricity infrastructure, in areas such as distributed and stochastic optimization and control, stability theory, economics, policy, and financial mathematics, as well as in all aspects of power system operation.
Book Synopsis Control and Optimization Methods for Electric Smart Grids by : Aranya Chakrabortty
Download or read book Control and Optimization Methods for Electric Smart Grids written by Aranya Chakrabortty and published by Springer Science & Business Media. This book was released on 2011-12-17 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Control and Optimization Methods for Electric Smart Grids brings together leading experts in power, control and communication systems, and consolidates some of the most promising recent research in smart grid modeling, control and optimization in hopes of laying the foundation for future advances in this critical field of study. The contents comprise eighteen essays addressing wide varieties of control-theoretic problems for tomorrow’s power grid. Topics covered include control architectures for power system networks with large-scale penetration of renewable energy and plug-in vehicles, optimal demand response, new modeling methods for electricity markets, cyber-security,data analysis and wide-area control using synchronized phasor measurements.
Book Synopsis Data-Driven Risk-Averse Stochastic Program and Renewable Energy Integration by : Chaoyue Zhao
Download or read book Data-Driven Risk-Averse Stochastic Program and Renewable Energy Integration written by Chaoyue Zhao and published by . This book was released on 2014 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: With increasing penetration of renewable energy into the power grid and its intermittent nature, it is crucial and challenging for system operators to provide reliable and cost effective daily electricity generation scheduling. In this dissertation, we present our recently developed innovative modeling and solution approaches to address this challenging problem. We start with developing several optimization-under-uncertainty models, including both stochastic and robust optimization ones, to solve reliability unit commitment problems for ISOs so as to ensure power system cost efficiency while ensuring high utilization of renewable energy. Then, we extend our research to study data-driven risk-averse two-stage stochastic program, for which the distribution of the random variable is within a given confidence set. By introducing a new class of probability metrics, we construct the confidence set based on historical data, and provide a framework to solve the problem for both discrete and continuous distribution cases. Our approach is guaranteed to obtain an optimal solution and in addition, we prove that our risk-averse stochastic program converges to the risk-neutral case as the size of historical data increases to infinity. Moreover, we show the "value of data" by analyzing the convergence rate of our solution approach. Finally, we illustrate examples of using this framework and discuss its application on renewable energy integration.
Book Synopsis Intelligent Solutions for Sustainable Power Grids by : Ashok Kumar, L.
Download or read book Intelligent Solutions for Sustainable Power Grids written by Ashok Kumar, L. and published by IGI Global. This book was released on 2024-05-01 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the environment of energy systems, the effective utilization of both conventional and renewable sources poses a major challenge. The integration of microgrid systems, crucial for harnessing energy from distributed sources, demands intricate solutions due to the inherent intermittency of these sources. Academic scholars engaged in power system research find themselves at the forefront of addressing issues such as energy source estimation, coordination in dynamic environments, and the effective utilization of artificial intelligence (AI) techniques. Intelligent Solutions for Sustainable Power Grids focuses on emerging research areas, this book addresses the uncertainty of renewable energy sources, employs state-of-the-art forecasting techniques, and explores the application of AI techniques for enhanced power system operations. From economic aspects to the digitalization of power systems, the book provides a holistic approach. Tailored for undergraduate and postgraduate students as well as seasoned researchers, it offers a roadmap to navigate the intricate landscape of modern power systems. Dive into a wealth of knowledge encompassing smart energy systems, renewable energy integration, stability analysis of microgrids, power quality enhancement, and much more. This book is not just a guide; it is the solution to the pressing challenges in the dynamic field of energy systems.
Book Synopsis Smart Grid Resilience by : Junjian Qi
Download or read book Smart Grid Resilience written by Junjian Qi and published by Springer Nature. This book was released on 2023-06-30 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive overview and in-depth discussion of smart grid resilience. It covers the three most critical resilience problems facing smart grids—resilience against extreme weather, resilience against cyber-physical attacks, and resilience under system inter-dependency. Each of these topics increases the risk of large-scale system-wide cascading failures. In-depth chapters allow the reader to define and quantify the smart grid’s ability to deal with extreme events and the critical infrastructures systems that connect it. Methods for improving system design are introduced along with effective strategies for protecting the system with minimal disruption of power supply and economic and social losses in extreme conditions. Smart Grid Resilience: Extreme Weather, Cyber-Physical Security, and System Interdependency is an essential guide for a broad audience of practicing professionals, including policymakers, electric utility engineers, and transmission and distribution system operators. It will also be a valuable reference for students and researchers.
Book Synopsis Power Grid Operation in a Market Environment by : Hong Chen
Download or read book Power Grid Operation in a Market Environment written by Hong Chen and published by John Wiley & Sons. This book was released on 2016-09-27 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covers the latest practices, challenges and theoretical advancements in the domain of balancing economic efficiency and operation risk mitigation This book examines both system operation and market operation perspectives, focusing on the interaction between the two. It incorporates up-to-date field experiences, presents challenges, and summarizes the latest theoretic advancements to address those challenges. The book is divided into four parts. The first part deals with the fundamentals of integrated system and market operations, including market power mitigation, market efficiency evaluation, and the implications of operation practices in energy markets. The second part discusses developing technologies to strengthen the use of the grid in energy markets. System volatility and economic impact introduced by the intermittency of wind and solar generation are also addressed. The third part focuses on stochastic applications, exploring new approaches of handling uncertainty in Security Constrained Unit Commitment (SCUC) as well as the reserves needed for power system operation. The fourth part provides ongoing efforts of utilizing transmission facilities to improve market efficiency, via transmission topology control, transmission switching, transmission outage scheduling, and advanced transmission technologies. Besides the state-of-the-art review and discussion on the domain of balancing economic efficiency and operation risk mitigation, this book: Describes a new approach for mass market demand response management, and introduces new criteria to improve system performance with large scale variable generation additions Reviews mathematic models and solution methods of SCUC to help address challenges posed by increased operational uncertainties with high-penetration of renewable resources Presents a planning framework to account for the value of operational flexibility in transmission planning and to provide market mechanism for risk sharing Power Grid Operations in a Market Environment: Economic Efficiency and Risk Mitigation is a timely reference for power engineers and researchers, electricity market traders and analysts, and market designers.
Book Synopsis Data-Driven Situational Awareness and Decision Making for Smart Grid Operation by : Lipeng Zhu
Download or read book Data-Driven Situational Awareness and Decision Making for Smart Grid Operation written by Lipeng Zhu and published by Frontiers Media SA. This book was released on 2023-10-05 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt:
