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

Table 2

Original characteristics of wind turbine yaw fault.

Features	Features	Features	Features
aveWindSpeed25	AI_NAC_WindDir25s	AI_TBN_RotorSpeed	AI_PTC_PosRef1
aveWindSpeed10	C_TBN_10MinAveWindDir	AI_NAC_Position	AI_PTC_PosRef2
AI_NAC_WindSpeed	AI_GBX_OilSumpTemp	AI_YAW_Speed	AI_PTC_PosRef3
C_10Min_Aver_WindSpeed	AI_NAC_WindError	AI_PTC_Speed1	AI_NAC_VibX
C_15Min_Aver_WindSpeed	AI_NAC_AirTemp	AI_PTC_Speed2	AI_NAC_VibY
C_1Min_Aver_WindSpeed	AI_NAC_CabTemp	AI_PTC_Speed3	AI_PTC_DrvCurr1
AI_NAC_WindDir	AI_NAC_OutAirTemp	AI_PCS_MeasGenSpeed	AI_IPR_VoltNeutralL3L1