LSTM-main
所属分类：其他
开发工具：Python
文件大小：4296KB
下载次数：1
上传日期：2023-06-21 01:38:27
上 传 者：
fzy0076
说明： lstm故障分类，数据使用西楚大学数据集，python环境见文件
(Sequence-to-Sequence-Classification-Using-LSTM-main)
文件列表:
105.mat (2910768, 2022-05-15)
118.mat (2942112, 2022-05-15)
130.mat (2928192, 2022-05-15)
97.mat (3903344, 2022-05-15)
LSTM.m (1345, 2022-05-15)
plott.m (349, 2022-05-15)
Xtest.m (951, 2022-05-15)
Xtrain.m (911, 2022-05-15)
Ytest.m (906, 2022-05-15)
Ytrain.m (909, 2022-05-15)
# Sequence-to-Sequence-Classification-Using-LSTM
To find out when was the time that the fault occurs and make predictions to find out early faults,you can use a LSTM network to classify each time step of sequence data
You should run the file called 'LSTM.m' to train the network.The you can run the file called 'plott.m' to Compare the predicted labels with actual labels of the test data
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