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
相关论文
共 50 条
  • [41] Integrated Power and Natural Gas Model for Energy Adequacy in Short-Term Operation
    Correa-Posada, Carlos M.
    Sanchez-Martin, Pedro
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2015, 30 (06) : 3347 - 3355
  • [42] MILP model for long-term energy mix planning with consideration of power system reserves
    Wierzbowski, Michal
    Lyzwa, Wojciech
    Musial, Izabela
    APPLIED ENERGY, 2016, 169 : 93 - 111
  • [43] Asymptotically Optimal Cross-Layer Schemes for Relay Networks with Short-Term and Long-Term Constraints
    Marques, Antonio G.
    Figuera, Carlos
    Rey-Moreno, Carlos
    Simo-Reigadas, Javier
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2013, 12 (01) : 333 - 345
  • [44] Optimal Short-Term Operation of a Cascaded Hydro-Solar Hybrid System: A Case Study in Kenya
    Apostolopoulou, Dimitra
    McCulloch, Malcolm
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2019, 10 (04) : 1878 - 1889
  • [45] Short-term optimal scheduling of cascade hydropower plants shaving peak load for multiple power grids
    Wang, Peilin
    Yuan, Wenlin
    Su, Chengguo
    Wu, Yang
    Lu, Lu
    Yan, Denghua
    Wu, Zening
    RENEWABLE ENERGY, 2022, 184 : 68 - 79
  • [46] Daily optimized model for long-term operation of the Three Gorges-Gezhouba Cascade Power Stations
    CAO GuangJing1
    2 State Key Laboratory of Hydroscience and Engineering
    Science China Technological Sciences, 2007, (S1) : 98 - 110
  • [47] Daily optimized model for long-term operation of the Three Gorges-Gezhouba Cascade Power Stations
    Cao GuangJing
    Cai ZhiGuo
    Liu ZhiWu
    Wang GuangQian
    SCIENCE IN CHINA SERIES E-TECHNOLOGICAL SCIENCES, 2007, 50 (Suppl 1): : 98 - 110
  • [48] Daily optimized model for long-term operation of the Three Gorges-Gezhouba Cascade Power Stations
    GuangJing Cao
    ZhiGuo Cai
    ZhiWu Liu
    GuangQian Wang
    Science in China Series E: Technological Sciences, 2007, 50 : 98 - 110
  • [49] Short-term optimal scheduling of cascade hydropower plants with reverse-regulating effects
    Su, Chengguo
    Wang, Peilin
    Yuan, Wenlin
    Wu, Yang
    Jiang, Feng
    Wu, Zening
    Yan, Denghua
    RENEWABLE ENERGY, 2022, 199 : 395 - 406
  • [50] Long-term cycling costs in short-term unit commitment models
    Van den Bergh, Kenneth
    Legon, Thomas
    Delarue, Erik
    D'haeseleer, William
    2016 13TH INTERNATIONAL CONFERENCE ON THE EUROPEAN ENERGY MARKET (EEM), 2016,