一种基于动态系统时域响应的系统辨识方法和模型简化方法

A METHOD OF SYSTEM IDENTIFICATION AND MODEL REDUCTION BASED ON TIME-DOMAIN RESPONSE OF A DYNAMIC SYSTEM

本文通过时域函数逼近把模型简化与系统辨识有机地联系在一起,得到了一种直接辨识线性简化模型和模型简化的新的时域方法,论证了该方法解的存在性定理,给出了辨识阶次的确定原则。仿真实验表明,该方法具有简单、精确、所需数据少等特点。

This paper combines model reduction with system identification by means of time-domain function approximation, and presents a new time domain method of direct identification of linear reduced model and model reduction, and demonstrates existence theorem of its solution and criterion of order determination. Simulation tests show that the method is simple, accurate with few data requirement.