基于神经网络自适应滤波的无线电力传输系统建模

Karim Elsayed, Nesrine Amin Elessawy, A. El-Shenawy
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引用次数: 2

摘要

本文提出了一种用于无线电力传输的Simulink模型,以模拟气隙、距离、不对准、噪声和谐波对无线电力传输的影响。该模型基于实用的神经网络权重矩阵,从发送线圈读取输出电压值,然后考虑电路配置变量如电容、电感和匝数,计算接收线圈产生的电压。接收部分的频率由自适应滤波器控制,其中工作频率的带宽很大,并且包含大量的噪声,这对神经网络的精度非常重要。系统进行了仿真测试和硬件搭建,实验结果表明系统性能良好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wireless Power transfer system modelling based on neural Network with adaptive filtering
This paper propose a Simulink model for Wireless Power transfer to emulate the effect of air gap and the distance, misalignment, noise and harmonic. This model is based on practical neural Network weight matrix where it read the value of output voltage from the transmitter coil and then calculates the voltage produced in the received coil with taken in consideration the circuit configuration variable as capacitor, inductor, and number of turns. The frequency in the receiver part is controlled by an adaptive filter where the band width of operating frequency is very large and contains a lot of noise otherwise known it is very important for the accuracy of neural network. The system is tested in simulation and the hardware set up and showed acceptable performance illustrated by presented experiments.
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