Attention Mechanism-Based CNN-LSTM Model for Wind Turbine Fault Prediction Using SSN Ontology Annotation

Table 1

Original characteristics of wind turbine icing fault.

Features	Features	Features	Features
wind_speed	pitch1_angle	pitch2_moto_tmp	pitch2_ng5_tmp
generator_speed	pitch2_angle	pitch3_moto_tmp	pitch3_ng5_tmp
power	pitch3_angle	acc_X	pitch1_ng5_DC
wind_direction	pitch1_speed	acc_Y	pitch1_ng5_DC
wind_direction_mean	pitch2_speed	environment_tmp	pitch1_ng5_DC
yaw_position	pitch3_speed	int_tmp
yaw_speed	pitch1_moto_tmp	pitch1_ng5_tmp