Mechanical-datasets
机械数据集
该存储库包含论文“使用深度转移学习进行高精度机器故障诊断”中使用的机械数据集。 所有数据都是传感器获取的原始振动信号。
方位数据集来自Case Western Reserve University方位数据中心（ ）。 对于数据文件的名称，例如“ B007_0”，第一个字母代表故障位置，接下来的三个数字代表故障直径（0.007、0.014、0.021英寸），最后一个数字代表轴承载荷（0、1、2、3 ）。 故障位置分为三种，B轴承滚动体，IR内滚道，OR外滚道。 我们使用的数据全部来自风扇端，在数据文件中标记为“ FE”。
变速箱数据集来自中国东南大学。 这些数据是从Drivetrain Dynamic Simulator收集的。 该数据集包含2个子数据集，包括轴承数据和齿轮数据，这两个数据集均在Drivetrain Dynamics Simulator（DDS）上获取。 转
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