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Stochastic Optimization and Its Application to Communication Networks and the Smart Grid

2012
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Release : 2012
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Book Synopsis Stochastic Optimization and Its Application to Communication Networks and the Smart Grid by : Zongrui Ding

Download or read book Stochastic Optimization and Its Application to Communication Networks and the Smart Grid written by Zongrui Ding. This book was released on 2012. Available in PDF, EPUB and Kindle. Book excerpt: In Chapter 4, we study the capacity region and the dynamic stabilizing control policy for the PL queueing networks with time-varying channels. Based on the Lyapunov drift method, we propose a dynamic routing and power control policy, i.e. DRPC-PL, which stabilizes the network whenever the input rate is within the capacity region of the PL queueing network. The Smart Grid system is a future vision of the electric power system, which features interaction and communication among grid components, adaptation of renewable energy and reliability/self-healing, etc. In Chapter 5, we consider the integration of stochastic wind power generation in the Smart Grid under renewable portfolio standard (RPS) with deep wind penetration. For small-scale utilities installed with wind turbines and acting as distributed energy resources (DERs), wind energy can be potentially integrated to satisfy customer power demand or enter energy market. To exploit the temporal variation of system status and real-time electricity market, we propose a theoretical framework to dynamically determine the role of wind energy and provide long-term RPS guarantee. This approach yields a simple dynamic thresholding control under the assumption of system ergodicity, which maximizes the expected profit of the utility and is easy to be implemented online.

Stochastic Optimization for Distributed Energy Resources in Smart Grids

2017-06-21 Computers
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Release : 2017-06-21
Genre : Computers
Kind : eBook
Book Rating : 296/5 ( reviews)

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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. This book was released on 2017-06-21. 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.

Adaptive Stochastic Optimization Techniques with Applications

2015-12-02 Business & Economics
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Release : 2015-12-02
Genre : Business & Economics
Kind : eBook
Book Rating : 442/5 ( reviews)

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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. This book was released on 2015-12-02. 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

Distributed Optimization, Game and Learning Algorithms

2021-01-04 Technology & Engineering
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Release : 2021-01-04
Genre : Technology & Engineering
Kind : eBook
Book Rating : 284/5 ( reviews)

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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. This book was released on 2021-01-04. 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.

Smart Grid

2017-12-19 Computers
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Release : 2017-12-19
Genre : Computers
Kind : eBook
Book Rating : 112/5 ( reviews)

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Book Synopsis Smart Grid by : Hussein T. Mouftah

Download or read book Smart Grid written by Hussein T. Mouftah. This book was released on 2017-12-19. 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.

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