基于混合整数线性规划的抽蓄机组优化调度研究

    Optimal operations of pumped storage units based on mixed-integer linear programming

    • 摘要: 新能源大量并网带来的强负荷波动性问题,亟需抽蓄机组发挥调峰填谷作用。本研究提出一种基于混合整数线性规划的抽蓄机组调峰填谷运行的优化调度方法,以最小化等效负荷波动性和最大化发电效益为目标,对抽蓄机组复杂多维非线性约束进行线性化处理,采用混合整数线性规划优化抽蓄机组运行。以华中地区湖南省某抽蓄电站为研究对象,选取2023年等效负荷典型场景进行仿真分析。结果表明:相比于常规调度方案,优化调度方案在四种典型场景下的等效负荷波动性降幅为5%以上,最高可达34%;日发电效益达30.2万元以上,最高可达40.5万元,综合效益可观。对机组的启停工况及机组间水力特性的精细化建模,使得各机组启停次数均限制在6次以内,保障了机组自身的经济高效运行。研究成果可为抽蓄优化调度提供技术支撑。

       

      Abstract: The strong load fluctuations caused by the large-scale connection of new energy sources to the grid urgently require pumped storage units to play a role in peak-shaving and valley-filling. This study proposes an optimization scheduling method for peak-shaving and valley-filling operations of pumped-storage units based on mixed-integer linear programming (MILP). The objective is to minimize equivalent load variability and maximize power generation benefits. The complex multi-dimensional nonlinear constraints of pumped-storage units are linearized, and MILP is employed to optimize the operation of pumped-storage units. Taking a pumped storage power station in Hunan Province, Central China as the research object, simulation analysis was conducted using typical scenarios of equivalent load in 2023. The results show that compared with conventional scheduling schemes, the optimized scheduling scheme reduces equivalent load variability by more than 5% in four typical scenarios, with a maximum reduction of 34%. Daily power generation benefits reach more than 302 thousand yuan, with a maximum of 405 thousand yuan, demonstrating significant comprehensive benefits. The detailed modeling of the start/stop conditions of the units and the hydraulic characteristics between units ensures that the number of start/stopcycles for each unit is limited to less than six, thereby ensuring the economic and efficient operation of the units. The findings provide technical support for the optimized scheduling of pumped-storage power systems.

       

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