Brushless DC Motor sound dataset for PdM

This dataset contains 43 .wav files of approximately 10 seconds each, with a 16 kHz sampling frequency containing the sound of four A2212 BLDC motors submitted to different categories: healthy motors, propeller failure and bearing failure. These audio files may be useful for signal processing and ML applications in PdM

搜集汇总

背景与挑战

背景概述

该数据集包含43个约10秒长的.wav音频文件，采样频率为16 kHz，记录了四种A2212无刷直流电机在健康、螺旋桨故障和轴承故障状态下的声音。它专为信号处理和机器学习在预测性维护（PdM）领域的应用设计，适用于故障检测和分类任务。