Optimal Scheduling of Residential Microgrids Considering Virtual Energy Storage System

被引:11
|
作者
Liu, Weiliang [1 ]
Liu, Changliang [1 ]
Lin, Yongjun [1 ]
Ma, Liangyu [1 ]
Bai, Kang [1 ]
Wu, Yanqun [1 ]
机构
[1] North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Baoding 071003, Peoples R China
基金
北京市自然科学基金;
关键词
microgrid; residential buildings; optimal scheduling; radiant floor heating/cooling; virtual energy storage; operative temperature; operating cost; MANAGEMENT; BUILDINGS; PERFORMANCE;
D O I
10.3390/en11040942
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The increasingly complex residential microgrids (r-microgrid) consisting of renewable generation, energy storage systems, and residential buildings require a more intelligent scheduling method. Firstly, aiming at the radiant floor heating/cooling system widely utilized in residential buildings, the mathematical relationship between the operative temperature and heating/cooling demand is established based on the equivalent thermodynamic parameters (ETP) model, by which the thermal storage capacity is analyzed. Secondly, the radiant floor heating/cooling system is treated as virtual energy storage system (VESS), and an optimization model based on mixed-integer nonlinear programming (MINLP) for r-microgrid scheduling is established which takes thermal comfort level and economy as the optimization objectives. Finally, the optimal scheduling results of two typical r-microgrids are analyzed. Case studies demonstrate that the proposed scheduling method can effectively employ the thermal storage capacity of radiant floor heating/cooling system, thus lowering the operating cost of the r-microgrid effectively while ensuring the thermal comfort level of users.
引用
收藏
页数:23
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