人工神经网络在电力系统谐波分析中的应用

Artificial neural network and its application in power system harmonics analysis

电力系统中各种非线性负载的广泛应用,特别是各种电力电子装置的广泛应用,是系统产生谐波的主要根源;而大量的电力电容器组的使用,则进一步加剧了谐波的危害。本文主要围绕如何用Adaline神经元模型实现电力系统的谐波分析,并分析了Adaline神经元模型的改进方法。

The wide use of non-linear loads, especially various kinds of power electronic devices, has brought tremendous harmonics to the power system. With considerable power capacitors introduced to the system, the danger of harmonics exacerbated. This paper focuses on how to use the Adaline neural network model for power system harmonic analysis, as well as the improvement of the model.