【含源码】基于人工神经网络的系统辨识仿真

2020-12-11 164点热度 1人点赞

这个例子显示了在高斯白噪声作用下,使用人工神经网络(ANN)对2DOF系统进行系统辨识

This example file shows system identifcation using artificial neural network (ANN) of 2DOF system subjected to gaussian white noise. 

神经网络由以下几层组成:

-输入层:4个节点。

The neural network consist of the following layers: 

-Input layer: 4 nodes. 2 for the force at the current step and 2 for the displacement at the previous step 

-隐藏层

-Hidden layer: 2 nodes for two inner states because there are 2 modes for 2DOF system 

-输出层

-Output layer: 2 nodes for the displacement

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