Predicting the Remaining Useful Life of an Aircraft Engine Using a Stacked Sparse Autoencoder with Multilayer Self-Learning

Table 7

Engine life prediction accuracy of the 2008 PHM data challenge.

Rank	Score	MAPE	Accuracy rate
1	512.12	15.81%	84.19%
2	740.31	18.92%	81.08%
3	873.36	19.19%	80.81%
4	1218.43	20.15%	79.85%
5	1218.76	33.14%	66.86%
6	1232.27	32.90%	67.10%
7	1568.98	36.75%	63.25%
8	1645.77	30.00%	70.00%
9	1816.60	26.47%	73.53%
10	1839.06	27.72%	72.28%