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A novel order reduction approach for LTI systems using Cuckoo Search and Routh Approximation

机译:使用杜鹃搜索和劳斯逼近的LTI系统的一种新颖的降阶方法

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A novel order reduction approach for continuous time systems which utilizes recently developed Cuckoo Search Optimization and Routh Approximation (RA) technique is proposed to simplify transfer functions/transfer matrices. The method may be applied to continuous time systems and assures stability of lower order model when the given higher dimension system is stable. The efficient approach is provided for reduction of MIMO and SISO Linear Time Invariant (LTI) systems. To describe the proposed method two numerical examples are solved. The results obtained are judged with other popular order reduction techniques in respect of Integral Square Error (ISE). Finally, the steady state value of reduced system is matched with the given original high dimensional system.
机译:提出了一种新颖的连续时间系统降阶方法,该方法利用了最近开发的布谷鸟搜索优化和劳斯近似(RA)技术来简化传递函数/传递矩阵。该方法可以应用于连续时间系统,并在给定的高维系统稳定时确保低阶模型的稳定性。提供了一种有效的方法来减少MIMO和SISO线性时不变(LTI)系统。为了描述所提出的方法,解决了两个数值示例。对于积分平方误差(ISE),可以使用其他流行的降阶技术来判断获得的结果。最后,归约系统的稳态值与给定的原始高维系统匹配。

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