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Complexity
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2018
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Article
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Tab 8
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Research Article
Predicting the Remaining Useful Life of an Aircraft Engine Using a Stacked Sparse Autoencoder with Multilayer Self-Learning
Table 8
The first seven optimal parameter arrays obtained by the grid search method.
Rank
Input layer
Hidden layer 1
Hidden layer 2
Output layer
Learning rate of SAE model
1
16
10
2
1
0.9
2
16
10
2
1
0.5
3
16
8
2
1
0.3
4
16
8
2
1
0.5
5
16
12
2
1
0.9
6
16
10
2
1
0.7
7
16
12
4
1
0.5
