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基于图像识别和结构相似性的电机转速监测研究

Research on High Speed Motor Speed Monitoring Based on Image Recognition and Structural Similarity

  • 摘要: 在数学坐标系中,建立旋转图像的成像数学矩阵模型,分析世界坐标系和图像坐标系的数字模型矩阵的转换关系。利用短时傅里叶变换(STFT)滑动窗函数对采集的转速信息进行前置处理,基于序列相似度,利用一种基于抛物线插值的自相关计算方法解析出一维信号函数,计算轴承旋转周期。简述计算机系统的图像处理流程,最后搭建仿真平台进行仿真验证。

     

    Abstract: In the mathematical coordinate system, establish an imaging mathematical matrix model for rotating images, and analyze the transformation relationship between the digital model matrix of the world coordinate system and the image coordinate system. Using short-time Fourier transform (STFT) sliding window function to preprocess this information, a sequence similarity based autocorrelation calculation method based on parabolic interpolation is proposed to analyze the one-dimensional signal function and calculate the bearing rotation period. Briefly describe the image processing flow of the computer system, and finally build a simulation platform for simulation verification.

     

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