Parameter Identification of Controller for Photovoltaic Inverter Based on L-M Method

Liuchen Chang, Xun Jiang, M. Mao, Hao Zhang
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引用次数: 5

Abstract

Along with high penetration of renewable energy generation systems into utility, the identification of unknown controller parameters of electronic power converters is important for the fast simulation, stability analysis and new control strategy design of power system. This paper presents a method to identify the controller’s parameters of inverters for photovoltaic generation systems (PVs) based on damped least square (L-M) method. By the proposed method, firstly, the inverter model for PVs is established in Simulink for identification algorithm validation. Secondly, the identifiability and sensitivity of controller’s parameters are analyzed through the established PVs’ inverter model. Finally, the transfer function model of controller can be obtained through the proposed identification method, thus the controller parameters are obtained at the same time. And the comparison between actual model parameters and identification parameters of PVs’ inverter shows the feasibility and accuracy of the proposed method.
基于L-M方法的光伏逆变器控制器参数辨识
随着可再生能源发电系统向公用事业的高度渗透,电子变流器的未知控制器参数辨识对于电力系统的快速仿真、稳定性分析和新的控制策略设计具有重要意义。提出了一种基于阻尼最小二乘法的光伏发电系统逆变器控制器参数辨识方法。采用该方法,首先在Simulink中建立pv逆变器模型,对识别算法进行验证。其次,通过建立的pv逆变器模型,分析了控制器参数的可辨识性和灵敏度。最后,通过所提出的辨识方法得到控制器的传递函数模型,从而同时得到控制器的参数。并将pv逆变器的实际模型参数与辨识参数进行了比较,验证了所提方法的可行性和准确性。
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