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题名

Fully decentralized peer-to-peer energy sharing framework for smart buildings with local battery system and aggregated electric vehicles

作者
通讯作者Jia,Youwei
发表日期
2021-10-01
DOI
发表期刊
ISSN
0306-2619
卷号299
摘要

Decentralized peer-to-peer energy sharing techniques are highly promising to become the next-generation regime for smart building energy management, which can impulse the realization of nearly net-zero energy buildings. In this context, this paper proposes a comprehensive energy sharing framework for smart buildings in considering multiple dynamic components covering heating, ventilation, air conditioning (HVAC), battery energy storage systems (BESS) and electric vehicles (EVs). Specifically, both the power loss and shadow price of shared energy are explicitly modeled in a combined optimization framework, which is aimed to maximize the social welfare through peer-to-peer energy cooperation. Moreover, the role of agents acting as producers or consumers can be endogenously determined in the proposed model. In addition, distinguished with the classical distributed algorithms, we develop a fully decentralized algorithm based on dual-consensus version of alternating direction method of multipliers (DC-ADMM). The proposed algorithm avoids the need of coordinators at both the primal and dual variable updates in the iteration process, which suggests distinctive merits on high-level privacy protection as compared to most of the distributed optimization-based methods. Extensive case studies based on a smart building community demonstrate that the proposed peer-to-peer transactive framework can admirably improve the overall welfare for the involved smart buildings.

关键词
相关链接[Scopus记录]
收录类别
SCI ; EI
语种
英语
学校署名
第一 ; 通讯
WOS记录号
WOS:000684875200010
EI入藏号
20212610556231
EI主题词
Air conditioning ; Battery storage ; Energy conservation ; Intelligent buildings ; Iterative methods ; Secondary batteries ; Zero energy buildings
EI分类号
Buildings and Towers:402 ; Energy Conservation:525.2 ; Energy Storage:525.7 ; Air Conditioning:643.3 ; Secondary Batteries:702.1.2 ; Computer Applications:723.5 ; Control Systems:731.1 ; Numerical Methods:921.6
ESI学科分类
ENGINEERING
Scopus记录号
2-s2.0-85108426313
来源库
Scopus
引用统计
被引频次[WOS]:68
成果类型期刊论文
条目标识符http://sustech.caswiz.com/handle/2SGJ60CL/230131
专题工学院_电子与电气工程系
作者单位
1.Department of Electrical and Electronic Engineering,Southern University of Science and Technology,Shenzhen,518088,China
2.Department of Electrical Engineering,The Hong Kong Polytechnic University,Hong Kong
3.Shenzhen Research Institute,Research Institute for Smart Energy,The Hong Kong Polytechnic University,Hong Kong
第一作者单位电子与电气工程系
通讯作者单位电子与电气工程系
第一作者的第一单位电子与电气工程系
推荐引用方式
GB/T 7714
Lyu,Cheng,Jia,Youwei,Xu,Zhao. Fully decentralized peer-to-peer energy sharing framework for smart buildings with local battery system and aggregated electric vehicles[J]. APPLIED ENERGY,2021,299.
APA
Lyu,Cheng,Jia,Youwei,&Xu,Zhao.(2021).Fully decentralized peer-to-peer energy sharing framework for smart buildings with local battery system and aggregated electric vehicles.APPLIED ENERGY,299.
MLA
Lyu,Cheng,et al."Fully decentralized peer-to-peer energy sharing framework for smart buildings with local battery system and aggregated electric vehicles".APPLIED ENERGY 299(2021).
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