Hierarchical optimal scheduling method of heat-electricity integrated energy system based on Power Internet of Things

被引:34
|
作者
Kong, Xiangyu [1 ]
Sun, Fangyuan [1 ]
Huo, Xianxu [2 ]
Li, Xue [2 ]
Shen, Yu [3 ]
机构
[1] Tianjin Univ, Minist Educ, Key Lab Smart Grid, Tianjin 300072, Peoples R China
[2] State Grid Tianjin Elect Power Co, Elect Power Res Inst, Tianjin 300384, Peoples R China
[3] State Grid Hubei Elect Power, Elect Power Res Inst, Wuhan 430077, Hubei, Peoples R China
关键词
Integrated energy system; Power internet of things; Bi-level optimization; Demand response; THERMAL INERTIA; WIND POWER; OPTIMIZATION MODEL; ECONOMIC-DISPATCH; DEMAND RESPONSE; NATURAL-GAS; NETWORK; UNCERTAINTY; MANAGEMENT; BUILDINGS;
D O I
10.1016/j.energy.2020.118590
中图分类号
O414.1 [热力学];
学科分类号
摘要
To guarantee the heat demand during winter, most combined heat and power (CHP) units in the integrated energy system (IES) usually work under following heat load (FTL) mode, and the renewable energy accommodation is limited. With the development of Power Internet of Things (PIoT), the information exchange in IES become more frequent. Through flexible interaction between different networks in IES, the accommodation capacity of renewable energy can increase significantly. Therefore, this paper focus on the optimization of IES under the background of PIoT. Firstly, based on the influence of PIoT on IES, a novel integrated demand response (DR) way and the model of the critical components in IES are established. Secondly, a Bi-level economic dispatching method for regional IES is developed, considering the cyber-physical infrastructure of PIoT and IES. The upper level of the dispatching method is used to optimize the overall IES operation; the lower level is to optimize the output of demand-side facilities and integrated DR. Thirdly, with adaptive particle swarm optimization (APSO) algorithm, the solution method for the Bi-level dispatch is established. Finally, the feasibility and effectiveness of the proposed method are verified in a standard IES and a real system in northern China. (C) 2020 Published by Elsevier Ltd.
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页数:14
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