针对光储一体化系统在光伏功率变动或温度改变等多种扰动作用下导致的厂级电压暂时降低、电压稳定性变弱等问题,设计了一种融合滑模控制与长短期记忆神经网络的自适应滑模控制策略。在MATLAB/Simulink数字仿真试验平台中搭建了光储一体化系统的数字仿真模型,并对自适应滑模控制、传统滑模控制以及传统比例积分控制进行试验对比,结果显示该自适应滑模控制策略提高了光储一体化系统的电压稳定性,改善了在不同扰动作用下的电压暂降问题。
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