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Stochastic Optimization for Distributed Energy Resources in Smart Grids

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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.

Model-based Predictive Control Methods for Distributed Energy Resources in Smart Grids

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Release : 2019
Genre :
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Model-based Predictive Control Methods for Distributed Energy Resources in Smart Grids by : Luca Fabietti

Download or read book Model-based Predictive Control Methods for Distributed Energy Resources in Smart Grids written by Luca Fabietti. This book was released on 2019. Available in PDF, EPUB and Kindle. Book excerpt: Mots-clés de l'auteur: MPC ; predictive control ; robust and stochastic optimization ; model identification ; smart grid ; frequency control ; battery energy storage system ; building control.

Energy Markets and Responsive Grids

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Release : 2018-06-09
Genre : Science
Kind : eBook
Book Rating : 225/5 ( reviews)

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Book Synopsis Energy Markets and Responsive Grids by : Sean Meyn

Download or read book Energy Markets and Responsive Grids written by Sean Meyn. This book was released on 2018-06-09. 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.

Operation of Distributed Energy Resources in Smart Distribution Networks

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Release : 2018-06-05
Genre : Technology & Engineering
Kind : eBook
Book Rating : 926/5 ( reviews)

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Book Synopsis Operation of Distributed Energy Resources in Smart Distribution Networks by : Kazem Zare

Download or read book Operation of Distributed Energy Resources in Smart Distribution Networks written by Kazem Zare. This book was released on 2018-06-05. Available in PDF, EPUB and Kindle. Book excerpt: Operation of Distributed Energy Resources in Smart Distribution Networks defines the barriers and challenges of smart distribution networks, ultimately proposing optimal solutions for addressing them. The book considers their use as an important part of future electrical power systems and their ability to improve the local flexibility and reliability of electrical systems. It carefully defines the concept as a radial network with a cluster of distributed energy generations, various types of loads, and energy storage systems. In addition, the book details how the huge penetration of distributed energy resources and the intermittent nature of renewable generations may cause system problems. Readers will find this to be an important resource that analyzes and introduces the features and problems of smart distribution networks from different aspects. Integrates different types of elements, including electrical vehicles, demand response programs, and various renewable energy sources in distribution networks Proposes optimal operational models for the short-term performance and scheduling of a distribution network Discusses the uncertainties of renewable resources and intermittent load in the decision-making process for distribution networks

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

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Release : 2012
Genre :
Kind : eBook
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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.

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