<p>Performance comparison on NASA Gearbox and Aalto Rotor Datasets (mean ± 95% CI).</p>

NIAID Data Ecosystem2026-05-10 收录

数据链接：

https://figshare.com/articles/dataset/_p_Performance_comparison_on_NASA_Gearbox_and_Aalto_Rotor_Datasets_mean_95_CI_p_/31235002 数据链接链接失效反馈

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资源简介：

Performance comparison on NASA Gearbox and Aalto Rotor Datasets (mean ± 95% CI).

创建时间：

2026-02-02

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面向工业大机组故障诊断与维护的智能监测与预警系统，用于大型工业旋转机械，涵盖烟机、汽轮机、压缩机、发电机等多种类型的机组的实验数据研究。1、用途：能够用于大型工业旋转机械的故障诊断，包括早期故障预警、故障类型识别、故障严重程度评估等。2、起到的作用/解决的问题：大型机组故障诊断困难，依靠人工经验判断故障原因和部位，效率比较低下且成本高。利用该数据集研究构建泛化效果更好的智能诊断模型，可提高故障诊断

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轴承声学信号分析

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振动信号分析

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Figshare2025-05-06 更新70

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This dataset is used to develop an algorithm for evaluating machining quality. When machining a workpiece in a milling process, vibration signals can be recorded by a 3-axis accelerometer, which is at

DataCite Commons2020-11-06 更新90

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This dataset is used to develop an algorithm for automatic segmenting the collected signals. When machining a workpiece in a milling process, vibration signals can be recorded by a 3-axis acceleromete

DataCite Commons2020-11-06 更新80

<p>Performance comparison on NASA Gearbox and Aalto Rotor Datasets (mean ± 95% CI).</p>

资源简介：

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