基于神经网络的谐波电流检测与抑制

Cui Yuan, Xie Guanghan, Wang Huayang, Yan Yanju
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摘要

以太阳能光伏、风能、地热能等可再生能源为基础的分布式发电系统是近年来世界各国关注的焦点。并网逆变器是一种重要的电力电子设备,用于将DPGS的电力传输到公共电网,其输出功率的质量已经得到了很多研究。基于内模原理的重复控制技术在交流系统中可以实现较低的稳态跟踪误差和总谐波失真(THD),因此被广泛应用于逆变器系统中。但是在实际应用中,重复控制技术的应用还存在一些问题需要解决。为了抑制电流畸变,采用了基波电流和谐波分开控制的控制策略。在同步旋转坐标系上,基波分量为直接值,谐波分量为交变值。采用比例积分(PI)以上值实现输出控制器,采用比例谐振(PR)控制器控制功率调节和谐波抑制零误差控制。
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Harmonic current detection and suppression based on neural network
The distributed power generation systems based on the renewable energy sources, such as solar photovoltaic, wind power, geothermal power, have been the focus of the world in the latest years. The grid-connected inverter is important power electronic implements, used to transfer the power from the DPGS to the public grid, and the quality of its output power has been studied a lot. The repetitive control technique based on the internal model principle, can achieve low steady-state tracking error and total harmonic distortion (THD) in AC systems, so it is widely adopted in the inverter systems. However in the practical applications, there are still some issues needs solving when using the repetitive control technique. To suppress the current distortion, a control strategy of fundamental current and harmonics controlled separately is adopted. On the synchronous rotating coordinate, the fundamental component is direct value and the harmonic component is alternating value. Proportion-integral (PI) values above which can achieved output controller and proportion resonant (PR) controller are adopted to control the power adjustment and zero error control of harmonic restrain.
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