A Study on the Rotation Motor Correlation between Sound Signal and IMU Sensor

Ekkawit Wangkanklang, Nitas Suriyakan, Yoshikazu Koike
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Abstract

Brushless Direct Current (BLDC) motors have gained significant popularity across diverse applications owing to their notable advantages such as high efficiency, reliability, and minimal maintenance requirements. This paper aims to investigate the rotational behavior of BLDC motors through the analysis of sound signals and IMU sensor data. The raw data was processed to derive average Power Spectrum Density (PSD) values, enabling a correlation analysis between the sound signal and the X-axis acceleration captured by the IMU sensor. As a result, the PSD variation of a sound signal and IMU sensor were relationships.
旋转电机声信号与IMU传感器的相关性研究
无刷直流(BLDC)电机由于其显著的优点,如高效率、可靠性和最低的维护要求,在各种应用中获得了显著的普及。本文旨在通过对声音信号和IMU传感器数据的分析来研究无刷直流电机的旋转行为。对原始数据进行处理,得出平均功率谱密度(PSD)值,从而实现IMU传感器捕获的声音信号与x轴加速度之间的相关性分析。因此,声音信号的PSD变化与IMU传感器是相关的。
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