An MILP model based on a processing strategy of complex multisource constraints for the short-term peak shaving operation of large-scale cascaded hydropower plants

被引:5
|
作者
Fang, Zhou [1 ]
Liao, Shengli [1 ]
Zhao, Hongye [1 ]
Cheng, Chuntian [1 ]
Liu, Benxi [1 ]
Wang, Huan [1 ]
Li, Shushan [2 ]
机构
[1] Dalian Univ Technol, Inst Hydropower & Hydroinformat, Dalian 116024, Peoples R China
[2] Power Dispatching Control Ctr China Southern Power, Guangzhou 510623, Peoples R China
基金
中国国家自然科学基金;
关键词
Cascade hydropower plants; Short-term peak shaving operation; Mixed integer linear programming; Multisource constraints; SYSTEM; RESERVOIR; GENERATION;
D O I
10.1016/j.renene.2024.120932
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Hydropower with flexible regulation plays an important role in short-term peak shaving operations. However, short-term peak shaving operation is a challenging problem due to the large scale, the nonconvex and nonlinear characteristics, and the complex multisource tasks. This study proposes a mixed integer linear programming (MILP) model, termed MILPoPSC, based on a processing strategy for complex multisource constraints, tailored for short-term peak shaving in large-scale cascaded hydropower plants. The MILP model, designed to incorporate multisource tasks by abstracting them into constraints, ensures that task requirements are met. A novel multisource constraint transformation method is introduced to derive constraint expressions related to power flow, facilitating the unification of constrained variables. Additionally, a classification and integration method based on restriction mode and set theory is proposed to improve solving efficiency by integrating constrains of the same type. The proposed method was applied to 7 hydropower cascade plants in the Wujiang River. The results showed that the linearization method and the processing strategy of complex multisource constraints can successfully reduce the complexity of the MILP model without affecting the solution quality. This indicates that MILPoPSC has good practical value for the short-term peak shaving operation of large-scale cascaded hydropower plants in China.
引用
收藏
页数:12
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  • [2] A CompactMILP Model for Short-Term Peak Shaving of Cascaded Hydropower Plants ConsideringUnitCommitment
    Su C.
    Wang P.
    Wu X.
    Cheng C.
    Wang J.
    Wu, Xinyu (wuxinyu@dlut.edu.cn), 1883, Power System Technology Press (42): : 1883 - 1891
  • [3] Short-Term Peak-Shaving Operation of Head-Sensitive Cascaded Hydropower Plants Based on Spillage Adjustment
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  • [5] Short-term peak-shaving operation of "N-reservoirs and multicascade" large-scale hydropower systems based on a decomposition-iteration strategy
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  • [6] Parallelly solving short-term optimal operation for large-scale hydropower plants
    Mei, Y. (ydmei@whu.edu.cn), 1600, Huazhong University of Science and Technology (41):
  • [7] MILP model for short-term peak shaving of multi-grids using cascade hydropower considering discrete HVDC constraints
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    Xiong, Jiang
    Liu, Benxi
    Cheng, Chuntian
    Zhou, Binbin
    Wu, Yuqiang
    RENEWABLE ENERGY, 2024, 235
  • [8] Peak Shaving Method of Cascade Hydropower Stations Based on Normalization Processing Strategy With Complex Constraints
    Li S.
    Li C.
    Wu H.
    Fang Z.
    Zhao H.
    Liao S.
    Dianwang Jishu/Power System Technology, 2023, 47 (09): : 3576 - 3585
  • [9] MILP method for multi-objective short-term optimal scheduling of cascaded hydropower stations coupling peak-shaving and navigation demands
    Wu H.
    Li S.
    Tang H.
    Ma X.
    Zhang X.
    Liao S.
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2024, 44 (01): : 103 - 110
  • [10] A mutative-scale optimization method for short-term operation of hydropower plants with complex temporal coupling constraints
    Shen, J. (shenjj@dlut.edu.cn), 1600, Chinese Society for Electrical Engineering (34):