A multiobjective short-term optimal operation model for a cascade system of reservoirs considering the impact on long-term energy production

被引:44
|
作者
Xu, Bin [1 ,2 ]
Zhong, Ping-An [1 ,3 ]
Stanko, Zachary [2 ]
Zhao, Yunfa [4 ]
Yeh, William W-G [2 ]
机构
[1] Hohai Univ, Coll Hydrol & Water Resources, Nanjing, Peoples R China
[2] Univ Calif Los Angeles, Dept Civil & Environm Engn, Los Angeles, CA 90095 USA
[3] Hohai Univ, Natl Engn Res Ctr Water Resources Efficient Utili, Nanjing, Peoples R China
[4] China Three Gorges Corp, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
GENETIC ALGORITHM; UNIT-COMMITMENT; OPTIMIZATION; GENERATION; FORECASTS;
D O I
10.1002/2014WR015964
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper examines the impact of short-term operation on long-term energy production. We propose a multiobjective optimization model for the short-term, daily operation of a system of cascade reservoirs. The two objectives considered in the daily model are: (1) minimizing the total amount of water released and (2) maximizing the stored energy in the system. Optimizing short-term operation without considering its impact on long-term energy production does not guarantee maximum energy production in the system. Therefore, a major goal of this paper is to identify desirable short-term operation strategies that, at the same time, optimize long-term energy production. First, we solve the daily model for 1 month (30 days) using a nondominated genetic algorithm (NSGAII). We then use the nondominated solutions obtained by NSGAII to assess the impact on long-term energy production using a monthly model. We use historical monthly inflows to characterize the inflow variability. We apply the proposed methodology to the Qingjiang cascade system of reservoirs in China. The results show: (1) in average hydrology scenarios, the solution maximizing stored energy produces the most overall long-term energy production; (2) in moderately wet hydrology scenarios, the solution minimizing water released outperforms the maximizing stored energy solution; and (3) when extremely wet hydrology scenarios are expected, a compromise solution is the best strategy.
引用
收藏
页码:3353 / 3369
页数:17
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