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基于神经网络的改进扰动观察法MPPT控制

Yi Lei,Xie Yulong, Zeng Fanyan,Li Jiaqi, Huang Hai,Chen Jun

Acta Energiae Solaris Sinica（2022）

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Abstract
为进一步提高光伏发电系统的输出效率和动态调节性能,设计基于神经网络的改进扰动观察法最大功率点跟踪(MPPT)控制.该方法在扰动观察法基础上引入神经网络算法,使得在环境剧烈变化时,系统动态调节速度加快.通过系统仿真和硬件实测,得出该改进扰动观察法相比于传统扰动观察法和神经网络法,在一定程度上能加快动态调节速度和减小稳态误差的结论.
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