提出了一种基于过程神经网络时变系统的参数辨识方法,过程神经网络具有强大的非线性映射功能以及自学习、自适应等功能,其输入与时间有关,输出可为变量.文中基于过程神经网络,对一刚度随时间变化的三自由度系统进行参数辨识.实验结果表明:提出的方法对于时变系统具有较好的辨识效果.
A parameter identification method of time-varying system based on process neural network is proposed. Process neural network has non-linear, auto-learning, and auto-adaptable functions. It has time-varying input and output functions. The procedure neural network was proposed to identify the parameters for a time-varying three degrees of freedom system in the paper. The experimental result shows the effectiveness of the proposed method for a parameter identification of time-varying system.