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Stochastic optimization for distributed energy resources in smart grids

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Stochastic optimization for distributed energy resources in smart grids/ by Yuanxiong Guo, Yuguang Fang, Pramod P. Khargonekar.
Author:	Guo, Yuanxiong.
other author:	Fang, Yuguang.
Published:	Cham :Springer International Publishing : : 2017.,
Description:	ix, 76 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
Subject:	Computer networks. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-59529-0
ISBN:	9783319595290

Stochastic optimization for distributed energy resources in smart grids
Guo, Yuanxiong.

Stochastic optimization for distributed energy resources in smart grids[electronic resource] /by Yuanxiong Guo, Yuguang Fang, Pramod P. Khargonekar. - Cham :Springer International Publishing :2017. - ix, 76 p. :ill., digital ;24 cm. - SpringerBriefs in electrical and computer engineering,2191-8112. - SpringerBriefs in electrical and computer engineering..

1 Hierarchical Architecture for Distributed Energy Resource Management -- 2 Optimal Energy Management for Smart Homes -- 3 Decentralized Coordination of Energy Consumption for Smart Neighborhoods -- 4 Risk-Constrained Optimal Energy Management for Smart Microgrids.

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.

ISBN: 9783319595290

Standard No.: 10.1007/978-3-319-59529-0doiSubjects--Topical Terms:

528577
Computer networks.

LC Class. No.: TK5105.5

Dewey Class. No.: 004.6

Stochastic optimization for distributed energy resources in smart grids
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505 0 $a 1 Hierarchical Architecture for Distributed Energy Resource Management -- 2 Optimal Energy Management for Smart Homes -- 3 Decentralized Coordination of Energy Consumption for Smart Neighborhoods -- 4 Risk-Constrained Optimal Energy Management for Smart Microgrids.
520 $a 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.
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