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Model order reduction of linear time interval system using stability equation method and a soft computing technique

机译:线性时间间隔系统的模型方程降阶与稳定性方程方法和软计算技术

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摘要

This paper deals with a new method for model order reduction of linear continuous time interval system. This new method is based on the Kharitonov’s theorem, the Stability equation method and the error minimization by Differential Evolution. The reduced order interval model is determined by using Kharitonov’s polynomials, which make use of the Kharitonov’s theorem and general form of the stability equation method for denominator, while the numerator is obtained by minimizing the integral square error between the transient responses of original and reduced order models using Differential Evolution algorithm. This method generates stable reduced order interval system if the original higher order system is stable and retains the steady-state value. The proposed method is illustrated with the help of typical numerical example considered from the literature.
机译:本文提出了一种线性连续时间间隔系统模型降阶的新方法。这种新方法基于Kharitonov定理,稳定性方程法和通过微分演化的误差最小化。缩减阶数间隔模型是使用Kharitonov多项式确定的,该多项式利用Kharitonov定理和分母稳定性方程方法的一般形式,而分子则是通过最小化原始阶数和简化阶数的瞬态响应之间的积分平方误差而获得的使用差异进化算法的模型。如果原始的高阶系统是稳定的并保留稳态值,则此方法将生成稳定的降阶间隔系统。借助文献中考虑的典型数值示例对提出的方法进行了说明。

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