Robust-based risk assessment of buildings in resiliency and self-scheduling operations for coordinated vehicle-to-home and renewable resources

被引:3
|
作者
Guo, Qun [1 ]
Chen, Wei [2 ]
Tian, Qiannan [3 ]
Nojavan, Sayyad [4 ,5 ]
Valipour, Esmaeil [6 ]
机构
[1] Hubei Univ Econ, Sch Business Adm, Wuhan 430205, Hubei, Peoples R China
[2] Hubei Univ Econ, Sch Business Adm, Wuhan 430205, Hubei, Peoples R China
[3] Hubei Univ Econ, Sch Business Adm, Wuhan 430205, Hubei, Peoples R China
[4] Univ Bonab, Dept Elect Engn, Bonab, Iran
[5] IAMSET, Inst Energy, Hong Kong 999077, Peoples R China
[6] Univ Bonab, Dept Elect Engn, Bonab, Iran
基金
中国国家自然科学基金;
关键词
Home energy management; Demand response program; Robust optimization; Vehicle to home; Grid-connected; Resiliency; ENERGY MANAGEMENT-SYSTEMS; STORAGE SYSTEMS; UNCERTAINTY;
D O I
10.1016/j.scs.2021.103250
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
One of the crucial tools for organizing energy consumption in buildings is a home energy management system that can minimize the energy cost by using mathematical algorithms. In this paper two practical and theoretical works are carried out. In the practical contribution, the smart home operation is modeled in the grid-connected and resiliency modes, by considering the unpredictable conditions in the upstream grid. In the terms of theoretical works, a comprehensive model that includes demand response (DR) and robust optimization (RO) techniques are considered in the grid-connected and resiliency operation modes, accurately. Uncertainty of energy price and wind energy production are items modeled separately by using the RO technique in the grid-connected and resiliency modes, respectively. The uncertainty of wind energy and electricity price is considered separately for four seasons, and the simulation results show that the system's performance has reduced daily operation costs. In the grid-connected mode, the system's operation cost in without-DR mode is about 16% higher than in the with-DR mode, but in resilience mode, the value is about 3% that represents the effectiveness of proposed DR program in grid-connected operation mode.
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页数:14
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