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使用TensorFlow建立简单的轴承故障诊断模型
轴承、轴、齿轮是旋转机械重要组成部分,为了验证深度学习在旋转装备故障分类识别的有效性,本文选取凯斯西储大学轴承数据库(Case Western Reserve University, CWRU)[9]为验证数据。CWRU实验装置如图 4‑1所示。轴承通过电火花加工设置成四种尺寸的故障直径,分别为 ...
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