代码注释dataset = inputEnter dataset FD001 FD002 FD003 FD004 # sensors to work with T30 T50 P30 PS30 phi sensors = s_3 s_4 s_7 s_11 s_12# windows length sequence_length = 30# smoothing intensity
用户输入数据集名称
dataset = input("Enter dataset (FD001, FD002, FD003, FD004): ")
需要使用的传感器
sensors = ['s_3', 's_4', 's_7', 's_11', 's_12']
滑动窗口长度
sequence_length = 30
平滑强度
alpha = 0.1
最大寿命阈值
threshold = 125
使用utils模块中的get_data函数获取训练、验证、测试数据
x_train, y_train, x_val, y_val, x_test, y_test = utils.get_data(dataset, sensors, sequence_length, alpha, threshold)
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