A Spinning Reserve Allocation Method for Power Generation Dispatch Accommodating Large-Scale Wind Power Integration

被引:15
作者
Chen, Jianhua [1 ]
Wu, Wenchuan [1 ]
Zhang, Boming [1 ]
Wang, Bin [1 ]
Guo, Qinglai [1 ]
机构
[1] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
基金
美国国家科学基金会;
关键词
spinning reserve; multiple sub-area coordination; loss of load expectation; fuzzy optimization; PARTICLE SWARM OPTIMIZATION; ECONOMIC-DISPATCH; UNIT COMMITMENT; ENERGY; SYSTEMS; DEMAND;
D O I
10.3390/en6105357
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
Spinning reserve allocation is a critical problem for active power dispatch with large-scale wind power penetration. A risk-based reserve allocation method that accounts multiple control sub-area coordination is given in this paper. And a multi-objective optimization model is constructed to schedule the spinning generation reserve for online active power dispatch. A fuzzy optimization method is used to transform the multi-objective optimization problem into a single-objective optimization one. The relationship between loss of load expectation and spinning reserve is also derived. And a particle swarm optimization (PSO) method is employed to provide a numerical solution to the problem. Numerical tests on IEEE RTS system are also given to validate the proposed method.
引用
收藏
页码:5357 / 5381
页数:25
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