稳健性(进化)
控制理论(社会学)
涟漪
模型预测控制
计算机科学
电压
变量(数学)
滤波器(信号处理)
电压源
鲁棒控制
电流(流体)
逆变器
控制系统
电压型逆变器
参考模型
电压基准
电子工程
控制变量
电流源
网格分析
控制工程
工程类
作者
Zhuangzhuang Feng,Cungang Hu,Wenping Cao,Tao Rui,Zheng Yin
标识
DOI:10.1109/tie.2026.3663728
摘要
Model predictive current control often suffers from limited robustness due to its reliance on accurate model parameters of inductor-capacitor-inductor (LCL) filtered voltage source inverters (VSIs). To solve this problem, a model-free predictive current control with robust reference is proposed for LCL filtered VSIs. First, a triple-vector model-free prediction is proposed based on system variable gradients for reducing current ripple without requiring model parameters. Next, a two-step updating mechanism is established to refresh the system variable gradients, so as to enhance the accuracy of the system variable gradients and triple-vector model-free prediction. In addition, a robust reference is generated by combining sampled data and mathematical models, which mitigates the effects of parameter variations on reference accuracy. Finally, both simulation and experiment demonstrate the effectiveness of the proposed method.
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