Optimal Coordinated Dispatching Strategy of Multi-Sources Power System with Wind, Hydro and Thermal Power Based on CVaR in Typhoon Environment

被引:8
|
作者
Qian, Minhui [1 ]
Chen, Ning [1 ]
Chen, Yuge [2 ]
Chen, Changming [3 ]
Qiu, Weiqiang [3 ]
Zhao, Dawei [1 ]
Lin, Zhenzhi [3 ]
机构
[1] China Elect Power Res Inst Co Ltd, Nanjing 210003, Peoples R China
[2] Zhejiang Univ, Polytech Inst, Hangzhou 310015, Peoples R China
[3] Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China
关键词
multi-source power system; pre-dispatching; typhoon wind circle model; scenario analysis method; conditional value at risk (CVaR); RENEWABLE ENERGY; SCHEDULING MODEL; OPTIMIZATION; UNCERTAINTY; NETWORK; CHINA; RISK;
D O I
10.3390/en14133735
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
Typhoons and other natural disasters affect the normal operation of power systems thus it is an important goal for strong and intelligent power grid construction to improve the ability of power systems to resist typhoons and other natural disasters. Especially, an effective coordinated and optimized dispatching strategy for a multi-source power system is greatly helpful to cope with the impact of typhoons and other natural disasters on power system operation. Given this background, a typhoon wind circle model considering the temporal and spatial distribution of typhoons is established to obtain the input wind speed of the wind farm at first. Second, based on the initial input wind speed of wind farms, a typical scenario set of wind power output is constructed to reflect its fluctuation and uncertainty. Next, an optimal coordinated dispatching model of a multi-source power system with wind, hydro and thermal power based on the conditional value at risk (CVaR) is established with the target of minimizing the total cost of system dispatching, in which a 72 h pre-dispatching mode is studied to optimize the system operation for 72 h on the day before, on and after the typhoon. Finally, a revised 24-node transmission network system in a coastal area with typhoon is served as a case for demonstrating the effectiveness of the proposed model, and the simulation result shows that the proposed model could take the advantages of the coordination and complementarity of multi-sources power system and decrease the total cost of system dispatching and improve the renewable energy consumption level.
引用
收藏
页数:35
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