Multiscale entropy analysis of the velocity signal in Impinging Stream Mixer

Jianwei Zhang, Yanfang Song
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Abstract

In laboratory the velocity signal of Impinging Stream Mixer (ISM) was measured with Laser Doppler Anemometer. The velocity signal contains a lot of complicated information. Multiscale entropy (MSE) algorithm, which provides a way to measure complexity over a range of scales, was first used to analysis the complexity of the velocity time series in ISM. According to the MSE theory, draw up Matlab procedures for scientific computing. It is obtained that the choice of parameter has a strong influence on MSE by comparing MSE under different embedding dimension m and tolerance r. It is shown that the axial flow is in state of being dominant by computing MSE under different sections. To distinguish the velocity signal, MSE under different rotating speed were computed. The results indicate that MSE increases with the augment of the rotating speed, and the complexity increases homogeneously.
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碰撞流混频器中速度信号的多尺度熵分析
在实验室用激光多普勒风速仪测量了撞击流混合器的速度信号。速度信号包含了很多复杂的信息。多尺度熵(MSE)算法提供了一种测量尺度范围内复杂性的方法,首次用于分析ISM中速度时间序列的复杂性。根据MSE理论,编写了科学计算的Matlab程序。通过比较不同嵌入尺寸m和容差r下的MSE,可以看出参数的选择对MSE有较大的影响。通过计算不同截面下的MSE,可以看出轴向流处于主导状态。为了区分速度信号,计算了不同转速下的均方差。结果表明,MSE随转速的增大而增大,复杂度均匀增加。
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