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Accuracy and Reliability of Piecewise-Constant Method in Studying the Responses of Nonlinear Dynamic Systems

机译:分段常数法研究非线性动力系统响应的准确性和可靠性

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摘要

Accuracy and reliability of the numerical simulations for nonlinear dynamical systems are investigated with fourth-order Runge-Kutta method and a newly developed piece-wise-constant (P-T) method. Nonlinear dynamic systems with external excitations are studied and compared with the two numerical approaches. Semianalytical solutions for the dynamic systems are developed by the P-T approach. With employment of a periodicity- ratio (PR) method, the regions of regular and irregular motions are determined and graphically presented corresponding to the system parameters, for the comparison of accuracy and reliability of the numerical methods considered. Central processing unit (CPU) time executed in the numerical calculations with the two numerical methods are quantitatively investigated and compared under the same computational conditions. Due to its inherent drawbacks, as found in the research, Runge-Kutta method may cause information missing and lead to incorrect conclusions in comparing with the P-T method.
机译:利用四阶Runge-Kutta方法和新开发的分段常数(P-T)方法研究了非线性动力学系统数值模拟的准确性和可靠性。研究了带有外部激励的非线性动力系统,并将其与两种数值方法进行了比较。动态系统的半分析解决方案是通过P-T方法开发的。通过采用周期性比率(PR)方法,可以确定规则运动和不规则运动的区域,并根据系统参数以图形方式显示它们,以比较所考虑的数值方法的准确性和可靠性。在相同的计算条件下,对使用两种数值方法进行数值计算的中央处理单元(CPU)时间进行了定量研究和比较。由于其固有的缺点,如在研究中发现的那样,与P-T方法相比,Runge-Kutta方法可能会导致信息丢失并导致错误的结论。

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