LAMAR dataset: run-to-failure experiments on rolling bearings 候选 · 未审核

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The dataset was collected at the Rotating Machinery Laboratory (LAMAR from Portuguese, Laboratório de Máquinas Rotativas) in the School of Mechanical Engineering at the State University of Campinas. It provides experimental run-to-failure data of rolling bearings operating under controlled conditions. The main contribution of this dataset lies in providing high-quality degradation trajectories suitable for the development and validation of data-driven approaches for condition monitoring, fault diagnosis, and remaining useful life (RUL) prediction. The dataset comprises vibration measurements from multiple experimental tests, encompassing different degradation dynamics and failure behaviors commonly encountered in rotating machinery applications.

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落地页

https://redu.unicamp.br/citation?persistentId=doi:10.25824/redu/Z5YDTC

发布年份

2026

发布方

Repositório de Dados de Pesquisa da Unicamp

设备类型

rolling_bearing

PHM 任务

condition_monitoring fault_diagnosis rul_prediction

分发点

故障工况