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View Code? Open in Web Editor NEW完整的航空发动机一维卷积神经网络训练模型
完整的航空发动机一维卷积神经网络训练模型
你好,在data process和train model 的两个代码里,把模型输入维度设置为30151,且将每30组数据连接起来成为一个,但是因为有些发动机的循环次数不足30次(如FD002的unit 25),所以在test的时候这些数据会缺失,所以最后输出的RUL prediction会少于实际test输入的个数,如FD002有259个test unit但是输出只有253个RUL prediction。
所以个人建议将20改为20以满足不同情况的需求【?【但是score结果会变差一点】
或者有什么更好的解决办法希望能够讨论一下~
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