Rotational speed measurement using a low-cost imaging device and image processing algorithms

Tianyu Wang, Lijuan Wang, Yong Yan, Shuai Zhang
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引用次数: 5

Abstract

Accurate and reliable measurement of rotational speed is desirable in many industrial processes. A novel method for rotational speed measurement using a low-cost camera and image processing techniques is presented in this paper. Firstly, sequential images are continuously processed using a similarity evaluation method to obtain the periodic similarity level of captured images. Subsequently, the rotational speed is determined from the periodicity of a restructured signal through Chirp-Z transform and parabolic interpolation based auto-correlation, respectively. The measurement principle and system design are presented. The advantages of the proposed measurement system include non-contact measurement, low cost, no markers required and high accuracy. Experimental investigations into the effects of the periodicity detection algorithm, frame rate and image resolution on the accuracy and reliability of the measurement system are conducted on a purpose-built test rig. Experimental results demonstrate that the system with the frame rate of 100 fps yields a measurement error within ±0.6% over a speed range from 100 to 3000 RPM (Revolutions Per Minute). More accurate and reliable speed measurements over a wider speed range are achievable with higher frame rates.
采用低成本成像装置和图像处理算法进行转速测量
在许多工业过程中,需要精确可靠的转速测量。本文提出了一种利用低成本相机和图像处理技术进行转速测量的新方法。首先,采用相似度评价方法对序列图像进行连续处理,得到捕获图像的周期相似度;随后,分别通过Chirp-Z变换和基于抛物线插值的自相关,从重构信号的周期性确定转速。介绍了测量原理和系统设计。该测量系统具有非接触式测量、成本低、不需要标记、精度高等优点。实验研究了周期性检测算法、帧率和图像分辨率对测量系统精度和可靠性的影响。实验结果表明,该系统在100 ~ 3000 RPM(转/分钟)转速范围内,帧率为100 fps时,测量误差在±0.6%以内。在更高的帧率下,可以在更宽的速度范围内实现更准确、更可靠的速度测量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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