Bearing Vibration Data under Time-varying Rotational Speed Conditions (uOttawa) 核心 · 已核验

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The data contain vibration signals collected from bearings of different health conditions under time-varying rotational speed conditions. There are 60 datasets in total. For each dataset, there are two experimental settings: bearing health condition and varying speed condition. The health conditions of the bearing include (i) healthy, (ii) faulty with an inner race defect, (iii) faulty with an outer race defect, (iv) faulty with a ball defect, and (v) faulty with combined defects on the inner race, the outer race and a ball. The operating rotational speed conditions are (i) increasing speed, (ii) decreasing speed, (iii) increasing then decreasing speed, and (iv) decreasing then increasing speed. Therefore, there are 20 different cases for the setting. To ensure the authenticity of the data, 3 trials are collected for each experimental setting which results in 60 datasets in total. Each dataset contains two channels: 'Channel_1' is vibration data measured by the accelerometer and 'Channel_2' is the rotational speed data measured by the encoder. All these data are sampled at 200,000Hz and the sampling duration is 10 seconds. The CPR (Cycles Per Revolution) of the encoder is 1024.

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落地页

https://data.mendeley.com/datasets/v43hmbwxpm

许可证

CC-BY-4.0 (置信:verified_official)

国内可访问性

国内直连:可达 (2026-07-11 检测) 非直连:可达 (2026-07-11 检测)
「直连超时」表示检测窗口内未完成,系慢或不稳定证据,不构成封锁证据。

发布年份

2019

发布方

Mendeley

设备类型

rolling_bearing

PHM 任务

fault_diagnosis

故障工况

传感器

运行工况