离网型光伏-储能混合发电系统容量优化配置研究
Research on Optimal Capacity Configuration of Off-grid Photovoltaic-Energy Storage Hybrid Power Generation System
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摘要: 提出一种光伏-储能混合发电系统优化配置方法,基于Python平台采用线性规划单纯形法求解,以电能需求实测数据、太阳辐照度为核心输入,将电池荷电状态(SOC)及其充放电上下限设为关键决策变量。通过与传统方法对比,优化结果显著提升能源利用率。Abstract: This paper proposes an optimization method for photovoltaic-energy storage hybrid power generation systems. Using the simplex method for linear programming on the Python platform, the model takes measured electricity demand and solar irradiance data as core inputs, with battery state of charge (SOC) and its charge/discharge limits as key decision variables. Compared with traditional methods, the optimization results significantly improve energy utilization efficiency.