Stochastic optimization for power system configuration with renewable energy in remote areas

被引:54
作者
Kuznia, Ludwig [1 ]
Zeng, Bo [1 ]
Centeno, Grisselle [1 ]
Miao, Zhixin [2 ]
机构
[1] Dept Ind & Management Syst Engn, Tampa, FL 33620 USA
[2] Univ S Florida, Dept Elect Engn, Tampa, FL 33620 USA
关键词
Stochastic mixed integer programming; Power system design; Renewable energy; Benders' decomposition; STORAGE; ISLAND; WIND;
D O I
10.1007/s10479-012-1110-9
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 [运筹学与控制论]; 120117 [社会管理工程];
摘要
This paper presents a stochastic mixed integer programming model for a comprehensive hybrid power system design problem, including renewable energy generation, storage device, transmission network, and thermal generators, for remote areas. Given the complexity of the model, we developed a Benders' decomposition algorithm with two additional types of cutting planes: Pareto-optimal cuts generated using a modified Magnanti-Wong method and cuts generated from a maximum feasible subsystem. Computational results show significant improvement in our ability to solve this type of problem in comparison to a state-of-the-art professional solver. This model and the solution algorithm provide an analytical decision support tool for the hybrid power system design problem.
引用
收藏
页码:411 / 432
页数:22
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