Stochastic Optimization And Its Application To Communication Networks And The Smart Grid

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Stochastic Optimization for Distributed Energy Resources in Smart Grids

Author : Yuanxiong Guo
Publisher : Springer
ISBN 13 : 3319595296
Total Pages : 84 pages
Book Rating : 4.3/5 (195 download)

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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.

Smart Grid

Author : Hussein T. Mouftah
Publisher : CRC Press
ISBN 13 : 1498719716
Total Pages : 424 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Smart Grid by : Hussein T. Mouftah

Download or read book Smart Grid written by Hussein T. Mouftah and published by CRC Press. This book was released on 2017-12-19 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart Grid: Networking, Data Management, and Business Models delivers a comprehensive overview of smart grid communications, discussing the latest advances in the technology, the related cyber security issues, and the best ways to manage user demand and pricing. Comprised of 16 chapters authored by world-renowned experts, this book: Considers the use of cognitive radio and software-defined networking in the smart grid Explores the space of attacks in the energy management process, the need for a smart grid simulator, and the management issues that arise around smart cities Describes a real-time pricing scheme that aims to reduce the peak-to-average load ratio Explains how to realize low-carbon economies and the green smart grid through the pervasive management of demand Presents cutting-edge research on microgrids, electric vehicles, and energy trading in the smart grid Thus, Smart Grid: Networking, Data Management, and Business Models provides a valuable reference for utility operators, telecom operators, communications engineers, power engineers, electric vehicle original equipment manufacturers (OEMs), electric vehicle service providers, university professors, researchers, and students.

Stochastic Network Optimization with Application to Communication and Queueing Systems

Author : Michael Neely
Publisher : Springer Nature
ISBN 13 : 303179995X
Total Pages : 199 pages
Book Rating : 4.0/5 (317 download)

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Book Synopsis Stochastic Network Optimization with Application to Communication and Queueing Systems by : Michael Neely

Download or read book Stochastic Network Optimization with Application to Communication and Queueing Systems written by Michael Neely and published by Springer Nature. This book was released on 2022-05-31 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text presents a modern theory of analysis, control, and optimization for dynamic networks. Mathematical techniques of Lyapunov drift and Lyapunov optimization are developed and shown to enable constrained optimization of time averages in general stochastic systems. The focus is on communication and queueing systems, including wireless networks with time-varying channels, mobility, and randomly arriving traffic. A simple drift-plus-penalty framework is used to optimize time averages such as throughput, throughput-utility, power, and distortion. Explicit performance-delay tradeoffs are provided to illustrate the cost of approaching optimality. This theory is also applicable to problems in operations research and economics, where energy-efficient and profit-maximizing decisions must be made without knowing the future. Topics in the text include the following: - Queue stability theory - Backpressure, max-weight, and virtual queue methods - Primal-dual methods for non-convex stochastic utility maximization - Universal scheduling theory for arbitrary sample paths - Approximate and randomized scheduling theory - Optimization of renewal systems and Markov decision systems Detailed examples and numerous problem set questions are provided to reinforce the main concepts. Table of Contents: Introduction / Introduction to Queues / Dynamic Scheduling Example / Optimizing Time Averages / Optimizing Functions of Time Averages / Approximate Scheduling / Optimization of Renewal Systems / Conclusions

Adaptive Stochastic Optimization Techniques with Applications

Author : James A. Momoh
Publisher : CRC Press
ISBN 13 : 1439829799
Total Pages : 443 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Adaptive Stochastic Optimization Techniques with Applications by : James A. Momoh

Download or read book Adaptive Stochastic Optimization Techniques with Applications written by James A. Momoh and published by CRC Press. This book was released on 2015-12-02 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adaptive Stochastic Optimization Techniques with Applications provides a single, convenient source for state-of-the-art information on optimization techniques used to solve problems with adaptive, dynamic, and stochastic features. Presenting modern advances in static and dynamic optimization, decision analysis, intelligent systems, evolutionary pro

Smart Grid as a Solution for Renewable and Efficient Energy

Author : Ahmad, Ayaz
Publisher : IGI Global
ISBN 13 : 1522500731
Total Pages : 442 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Smart Grid as a Solution for Renewable and Efficient Energy by : Ahmad, Ayaz

Download or read book Smart Grid as a Solution for Renewable and Efficient Energy written by Ahmad, Ayaz and published by IGI Global. This book was released on 2016-04-20 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the need for proficient power resources continues to grow, it is becoming increasingly important to implement new strategies and technologies in energy distribution to meet consumption needs. The employment of smart grid networks assists in the efficient allocation of energy resources. Smart Grid as a Solution for Renewable and Efficient Energy features emergent research and trends in energy consumption and management, as well as communication techniques utilized to monitor power transmission and usage. Emphasizing developments and challenges occurring in the field, this book is a critical resource for researchers and students concerned with signal processing, power demand management, energy storage procedures, and control techniques within smart grid networks.

Research Anthology on Smart Grid and Microgrid Development

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1668436671
Total Pages : 1480 pages
Book Rating : 4.6/5 (684 download)

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

Download or read book Research Anthology on Smart Grid and Microgrid Development written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-09-24 with total page 1480 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart grid and microgrid technology are growing exponentially as they are adopted throughout the world. These new technologies have revolutionized the way electricity is produced, delivered, and consumed, and offer a plethora of benefits as well as the potential for further growth. It is critical to examine the current stage of smart grid and microgrid development as well as the direction they are headed as they continue to expand in order to ensure that cost-effective, reliable, and efficient systems are put in place. The Research Anthology on Smart Grid and Microgrid Development is an all-encompassing reference source of the latest innovations and trends within smart grid and microgrid development. Detailing benefits, challenges, and opportunities, it is a crucial resource to fully understand the current opportunities that smart grids and microgrids present around the world. Covering a wide range of topics such as traditional grids, future smart grids, electrical distribution systems, and microgrid integration, it is ideal for engineers, policymakers, systems developers, technologists, researchers, government officials, academicians, environmental groups, regulators, utilities specialists, industry professionals, and students.

Electricity Pricing

Author : Sawan Sen
Publisher : CRC Press
ISBN 13 : 1351831038
Total Pages : 246 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Electricity Pricing by : Sawan Sen

Download or read book Electricity Pricing written by Sawan Sen and published by CRC Press. This book was released on 2018-09-03 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electricity Pricing: Regulated, Deregulated and Smart Grid Systems presents proven methods for supplying uninterrupted, high-quality electrical power at a reasonable price to the consumer. Illustrating the evolution of the power market from a monopoly to an open access system, this essential text: Covers voltage stability analysis of longitudinal power supply systems using an artificial neural network (ANN) Explains how to improve performance using flexible alternating current transmission systems (FACTS) and high-voltage direct current (HVDC) Takes into account operating constraints as well as generation cost, line overload, and congestion for expected and inadvertent loading stress Goes beyond FACTS and HVDC to provide multi-objective optimization algorithms for the deregulated power market Proposes the use of stochastic optimization techniques in the smart grid, preparing the reader for future development Electricity Pricing: Regulated, Deregulated and Smart Grid Systems offers practical solutions for improving stability, reliability, and efficiency in real-time systems while optimizing electricity cost.

The Blockchain Technology for Secure and Smart Applications across Industry Verticals

Author :
Publisher : Academic Press
ISBN 13 : 0128219920
Total Pages : 518 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis The Blockchain Technology for Secure and Smart Applications across Industry Verticals by :

Download or read book The Blockchain Technology for Secure and Smart Applications across Industry Verticals written by and published by Academic Press. This book was released on 2021-01-23 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Blockchain Technology for Secure and Smart Applications across Industry Verticals, Volume 121, presents the latest information on a type of distributed ledger used for maintaining a permanent and tamper-proof record of transactional data. The book presents a novel compendium of existing and budding Blockchain technologies for various smart applications. Chapters in this new release include the Basics of Blockchain, The Blockchain History, Architecture of Blockchain, Core components of Blockchain, Blockchain 2.0: Smart Contracts, Empowering Digital Twins with Blockchain, Industrial Use Cases at the Cusp of the IoT and Blockchain Paradigms, Blockchain Components and Concepts, Digital Signatures, Accumulators, Financial Systems, and more. This book is a unique effort to illuminate various techniques to represent, improve and authorize multi-institutional and multidisciplinary research in a different type of smart applications, like the financial system, smart grid, transportation system, etc. Readers in identity-privacy, traceability, immutability, transparency, auditability, and security will find it to be a valuable resource. - Provides a snapshot of the state of current research based on the decentralized system that provides security and privacy to the smart applications - Chapters cover the fundamental concepts of the newly emerged Blockchain technology along with, the various smart applications - Helps to elucidate new trading platforms that provides business benefits like efficiency, auditability, traceability, transparency, feedback, and security

Signal Processing and Networking for Big Data Applications

Author : Zhu Han
Publisher : Cambridge University Press
ISBN 13 : 1107124387
Total Pages : 375 pages
Book Rating : 4.1/5 (71 download)

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Book Synopsis Signal Processing and Networking for Big Data Applications by : Zhu Han

Download or read book Signal Processing and Networking for Big Data Applications written by Zhu Han and published by Cambridge University Press. This book was released on 2017-04-27 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique text helps make sense of big data using signal processing techniques, in applications including machine learning, networking, and energy systems.

Distributed Computer and Communication Networks

Author : Vladimir M. Vishnevskiy
Publisher : Springer Nature
ISBN 13 : 3031504828
Total Pages : 551 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Distributed Computer and Communication Networks by : Vladimir M. Vishnevskiy

Download or read book Distributed Computer and Communication Networks written by Vladimir M. Vishnevskiy and published by Springer Nature. This book was released on 2024 with total page 551 pages. Available in PDF, EPUB and Kindle. Book excerpt: Zusammenfassung: This book constitutes the refereed proceedings of the 26th International Conference on Distributed Computer and Communication Networks: Control, Computation, Communications, DCCN 2023, held in Moscow, Russia, during September 25-29, 2023. The 37 full papers and 4 short papers included in this book were carefully reviewed and selected from 122 submissions. They were organized in topical sections as follows: Distributed Systems Applications; Analytical Modeling of Distributed Systems; Computer and Communication Networks

Springer Handbook of Automation

Author : Shimon Y. Nof
Publisher : Springer Nature
ISBN 13 : 3030967298
Total Pages : 1533 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Springer Handbook of Automation by : Shimon Y. Nof

Download or read book Springer Handbook of Automation written by Shimon Y. Nof and published by Springer Nature. This book was released on 2023-06-16 with total page 1533 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook incorporates new developments in automation. It also presents a widespread and well-structured conglomeration of new emerging application areas, such as medical systems and health, transportation, security and maintenance, service, construction and retail as well as production or logistics. The handbook is not only an ideal resource for automation experts but also for people new to this expanding field.

Distributed Optimization, Game and Learning Algorithms

Author : Huiwei Wang
Publisher : Springer Nature
ISBN 13 : 9813345284
Total Pages : 227 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Distributed Optimization, Game and Learning Algorithms by : Huiwei Wang

Download or read book Distributed Optimization, Game and Learning Algorithms written by Huiwei Wang and published by Springer Nature. This book was released on 2021-01-04 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the fundamental theory of distributed optimization, game and learning. It includes those working directly in optimization,-and also many other issues like time-varying topology, communication delay, equality or inequality constraints,-and random projections. This book is meant for the researcher and engineer who uses distributed optimization, game and learning theory in fields like dynamic economic dispatch, demand response management and PHEV routing of smart grids.

Advances in Smart Grid Power System

Author : Anuradha Tomar
Publisher : Academic Press
ISBN 13 : 0128243384
Total Pages : 406 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Advances in Smart Grid Power System by : Anuradha Tomar

Download or read book Advances in Smart Grid Power System written by Anuradha Tomar and published by Academic Press. This book was released on 2020-10-23 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Smart Grid Power System: Network, Control and Security discusses real world problems, solutions, and best practices in related fields. The book includes executable plans for smart grid systems, their network communications, tactics on protecting information, and response plans for cyber incidents. Moreover, it enables researchers and energy professionals to understand the future of energy delivery systems and security. Covering fundamental theory, mathematical formulations, practical implementations, and experimental testing procedures, this book gives readers invaluable insights into the field of power systems, their quality and reliability, their impact, and their importance in cybersecurity. - Includes supporting illustrations and tables along with valuable end of chapter reference sets - Provides a working guideline for the design and analysis of smart grids and their applications - Features experimental testing procedures in smart grid power systems, communication networks, reliability, and cybersecurity

Smart Grid

Author : Stephen F. Bush
Publisher : John Wiley & Sons
ISBN 13 : 1119975808
Total Pages : 570 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Smart Grid by : Stephen F. Bush

Download or read book Smart Grid written by Stephen F. Bush and published by John Wiley & Sons. This book was released on 2014-03-31 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book bridges the divide between the fields of power systems engineering and computer communication through the new field of power system information theory. Written by an expert with vast experience in the field, this book explores the smart grid from generation to consumption, both as it is planned today and how it will evolve tomorrow. The book focuses upon what differentiates the smart grid from the "traditional" power grid as it has been known for the last century. Furthermore, the author provides the reader with a fundamental understanding of both power systems and communication networking. It shows the complexity and operational requirements of the evolving power grid, the so-called "smart grid," to the communication networking engineer; and similarly, it shows the complexity and operational requirements for communications to the power systems engineer. The book is divided into three parts. Part One discusses the basic operation of the electric power grid, covering fundamental knowledge that is assumed in Parts Two and Three. Part Two introduces communications and networking, which are critical enablers for the smart grid. It also considers how communication and networking will evolve as technology develops. This lays the foundation for Part Three, which utilizes communication within the power grid. Part Three draws heavily upon both the embedded intelligence within the power grid and current research, anticipating how and where computational intelligence will be implemented within the smart grid. Each part is divided into chapters and each chapter has a set of questions useful for exercising the readers' understanding of the material in that chapter. Key Features: Bridges the gap between power systems and communications experts Addresses the smart grid from generation to consumption, both as it is planned today and how it will likely evolve tomorrow Explores the smart grid from the perspective of traditional power systems as well as from communications Discusses power systems, communications, and machine learning that all define the smart grid It introduces the new field of power system information theory

Data Analytics for Smart Grids Applications—A Key to Smart City Development

Author : Devendra Kumar Sharma
Publisher : Springer Nature
ISBN 13 : 3031460928
Total Pages : 466 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Data Analytics for Smart Grids Applications—A Key to Smart City Development by : Devendra Kumar Sharma

Download or read book Data Analytics for Smart Grids Applications—A Key to Smart City Development written by Devendra Kumar Sharma and published by Springer Nature. This book was released on 2024-01-03 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces big data analytics and corresponding applications in smart grids. The characterizations of big data, smart grids as well as a huge amount of data collection are first discussed as a prelude to illustrating the motivation and potential advantages of implementing advanced data analytics in smart grids. Basic concepts and the procedures of typical data analytics for general problems are also discussed. The advanced applications of different data analytics in smart grids are addressed as the main part of this book. By dealing with a huge amount of data from electricity networks, meteorological information system, geographical information system, etc., many benefits can be brought to the existing power system and improve customer service as well as social welfare in the era of big data. However, to advance the applications of big data analytics in real smart grids, many issues such as techniques, awareness, and synergies have to be overcome. This book provides deployment of semantic technologies in data analysis along with the latest applications across the field such as smart grids.

Distributed Optimization: Advances in Theories, Methods, and Applications

Author : Huaqing Li
Publisher : Springer Nature
ISBN 13 : 9811561095
Total Pages : 243 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Distributed Optimization: Advances in Theories, Methods, and Applications by : Huaqing Li

Download or read book Distributed Optimization: Advances in Theories, Methods, and Applications written by Huaqing Li and published by Springer Nature. This book was released on 2020-08-04 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a valuable reference guide for researchers in distributed optimization and for senior undergraduate and graduate students alike. Focusing on the natures and functions of agents, communication networks and algorithms in the context of distributed optimization for networked control systems, this book introduces readers to the background of distributed optimization; recent developments in distributed algorithms for various types of underlying communication networks; the implementation of computation-efficient and communication-efficient strategies in the execution of distributed algorithms; and the frameworks of convergence analysis and performance evaluation. On this basis, the book then thoroughly studies 1) distributed constrained optimization and the random sleep scheme, from an agent perspective; 2) asynchronous broadcast-based algorithms, event-triggered communication, quantized communication, unbalanced directed networks, and time-varying networks, from a communication network perspective; and 3) accelerated algorithms and stochastic gradient algorithms, from an algorithm perspective. Finally, the applications of distributed optimization in large-scale statistical learning, wireless sensor networks, and for optimal energy management in smart grids are discussed.

Communication and Networking in Smart Grids

Author : Yang Xiao
Publisher : CRC Press
ISBN 13 : 1466566590
Total Pages : 330 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Communication and Networking in Smart Grids by : Yang Xiao

Download or read book Communication and Networking in Smart Grids written by Yang Xiao and published by CRC Press. This book was released on 2012-04-25 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Appropriate for researchers, practitioners, and students alike, Communication and Networking in Smart Grids presents state-of-the-art approaches and novel technologies for communication networks in smart grids. It explains how contemporary grid networks are developed and deployed and presents a collection of cutting-edge advances to help improve cu