Table 12 paired t-test results compared to 1D-CNN.

From: Early prediction of wind turbine anomalies using 1D-CNN and temporal feature engineering on multi-source SCADA data

Model

t-value

p-value

TCN

2.71

0.05

RNN

6.18

0.0035

LSTM

9.52

0.0007

Bi-LSTM

17.14

0.0001

GRU

24.3

0.0001

Back to article page