farm: rudong
version: M1a-draft
ts_col: TimeStamp
n_cols_total: 598
n_cols_contracted: 162
n_cols_uncontracted: 435
groups:
  A.功率:
    cnt_wtc_kWG1TotE_accum:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.838
    cnt_wtc_kWG1TotE_endvalue:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    cnt_wtc_kWG1TotI_accum:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.202
    cnt_wtc_kWG1TotI_endvalue:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    cnt_wtc_kWG1Tot_accum:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.997
    cnt_wtc_kWG1Tot_endvalue:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    grd_wtc_ActPower_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    grd_wtc_ActPower_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    grd_wtc_ActPower_min:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.998
    grd_wtc_ActPower_stddev:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_PowerRef_endvalue:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.998
  A.风况:
    tmp_wtc_AmbieTmp_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.996
    tmp_wtc_AmbieTmp_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.996
    tur_wtc_ActualWindDirection_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_PriAnemo_mean:
      liveness: 恒值哨兵
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_PriAnemo_stddev:
      liveness: 恒值哨兵
      nonnull: 1.0
      nonzero: 0.0
    tur_wtc_SecAnemo_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_SecAnemo_stddev:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.999
  A.转速:
    tur_wtc_GenRpm_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_GenRpm_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_MainSRpm_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.963
    tur_wtc_MainSRpm_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.963
  A.状态:
    cnt_wtc_ScComErr_accum:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.001
    cnt_wtc_ScEnvErr_accum:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.001
    cnt_wtc_ScGrdErr_accum:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.0
    cnt_wtc_ScTurErr_accum:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.003
    din_wtc_PowerRed_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.155
    din_wtc_PowerRed_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.333
  B.变桨:
    din_wtc_HydLevel_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.0
    din_wtc_HydLevel_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    din_wtc_HydrFilt_counts:
      liveness: 恒零嫌疑
      nonnull: 1.0
      nonzero: 0.0
    din_wtc_HydrFilt_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    din_wtc_LubPistA_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.003
    din_wtc_LubPistB_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.003
    din_wtc_LubPistC_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.003
    dot_wtc_HubLubPu_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.001
    dot_wtc_HubLubPu_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.003
    dot_wtc_PitchPum_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.005
    dot_wtc_PitchPum_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.984
    prs_wtc_HydPress_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.997
    prs_wtc_HydPress_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.999
    prs_wtc_HydPress_min:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.999
    prs_wtc_HydPress_stddev:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.975
    tur_wtc_PitcPosA_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_PitcPosA_stddev:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.948
    tur_wtc_PitcPosB_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_PitcPosB_stddev:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.948
    tur_wtc_PitcPosC_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_PitcPosC_stddev:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.949
    tur_wtc_PitchRef_BladeA_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_PitchRef_BladeA_stddev:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.947
    tur_wtc_PitchRef_BladeB_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_PitchRef_BladeB_stddev:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.947
    tur_wtc_PitchRef_BladeC_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_PitchRef_BladeC_stddev:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.947
  B.温度NBM:
    tmp_wtc_A1ExtTmp_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_A1ExtTmp_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_A21IntTm_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_A21IntTm_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_A3LefTmp_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_A3LefTmp_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_A3RigTmp_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_A3RigTmp_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_AmbieTmp_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.996
    tmp_wtc_AmbieTmp_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.996
    tmp_wtc_BrkTmpGn_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_BrkTmpGn_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_BrkTmpGr_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_BrkTmpGr_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_ConvWTmp_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_ConvWTmp_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_GFilB1Tm_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_GFilB1Tm_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_GFilB2Tm_max:
      liveness: 恒值哨兵
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_GFilB2Tm_mean:
      liveness: 恒值哨兵
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_GFilB3Tm_max:
      liveness: 恒值哨兵
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_GFilB3Tm_mean:
      liveness: 恒值哨兵
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_GeOilTmp_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_GeOilTmp_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_Gen1U1Tm_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_Gen1U1Tm_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_Gen1V1Tm_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_Gen1V1Tm_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_Gen1W1Tm_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_Gen1W1Tm_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_GenBeGTm_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_GenBeGTm_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_GenBeRTm_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_GenBeRTm_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_HSGenTmp_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_HSGenTmp_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_HSRotTmp_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_HSRotTmp_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_HubTemp_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_HubTemp_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_HydOilTm_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_HydOilTm_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_IMSGenTm_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_IMSGenTm_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_IMSRotTm_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_IMSRotTm_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_MBearGTm_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_MBearGTm_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_MBearHTm_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_MBearHTm_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_NacelTmp_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_NacelTmp_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_TraOilTF_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_TraOilTF_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_TraRooTF_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_TraRooTF_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_TrafoTMa_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tmp_wtc_TrafoTMa_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
  B.偏航:
    cnt_wtc_WindFauS_endvalue:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.475
    cnt_wtc_WindFauT_endvalue:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    din_wtc_TORYaw_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.0
    din_wtc_TORYaw_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    din_wtc_Windvane_counts:
      liveness: 恒零嫌疑
      nonnull: 1.0
      nonzero: 0.0
    din_wtc_Windvane_timeon:
      liveness: 恒零嫌疑
      nonnull: 1.0
      nonzero: 0.0
    dot_wtc_YawLubPu_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.074
    dot_wtc_YawLubPu_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.074
    flg_wtc_ScYawOpe_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.72
    flg_wtc_ScYawUnw_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.001
    flg_wtc_YawStat_endvalue:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    prs_wtc_YawPmPrs_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    prs_wtc_YawPmPrs_min:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    prs_wtc_YawPress_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    prs_wtc_YawPress_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    prs_wtc_YawPress_min:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    prs_wtc_YawPress_stddev:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.816
    tur_wtc_NacelPos_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_NacelPos_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_NacelPos_min:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.997
    tur_wtc_NacelPos_stddev:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.822
    tur_wtc_ScYawPos_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
  B.结构:
    prs_wtc_BrAccPrs_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    prs_wtc_BrAccPrs_min:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_NacHumid_max:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_NacHumid_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_TowerFrq_Frequenc_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    tur_wtc_TowerFrq_Frequenc_stddev:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.551
    tur_wtc_TwrHumid_mean:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
  B.润滑液压:
    din_wtc_GBLubPis_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.014
    din_wtc_GBLubPis_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    din_wtc_MBLubPis_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.033
    din_wtc_MBLubPis_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.173
    din_wtc_Y1LubPis_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.018
    din_wtc_Y1LubPis_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.978
    dot_wtc_GenLubPu_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.014
    dot_wtc_GenLubPu_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.016
  B.冷却执行器:
    din_wtc_GearLevl_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.0
    din_wtc_GearLevl_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 1.0
    dot_wtc_GearCoHS_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.006
    dot_wtc_GearCoHS_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.157
    dot_wtc_GearCoLS_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.047
    dot_wtc_GearCoLS_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.676
    dot_wtc_GearHeat_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.0
    dot_wtc_GearHeat_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.003
    dot_wtc_GearPuHS_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.011
    dot_wtc_GearPuHS_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.907
    dot_wtc_GearPuLS_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.011
    dot_wtc_GearPuLS_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.143
    dot_wtc_OilCoByp_counts:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.002
    dot_wtc_OilCoByp_timeon:
      liveness: 活
      nonnull: 1.0
      nonzero: 0.04
dead_suspect:
- tur_wtc_PriAnemo_mean (恒值哨兵, 非零率1.00)
- tur_wtc_PriAnemo_stddev (恒值哨兵, 非零率0.00)
- din_wtc_HydrFilt_counts (恒零嫌疑, 非零率0.00)
- tmp_wtc_GFilB2Tm_max (恒值哨兵, 非零率1.00)
- tmp_wtc_GFilB2Tm_mean (恒值哨兵, 非零率1.00)
- tmp_wtc_GFilB3Tm_max (恒值哨兵, 非零率1.00)
- tmp_wtc_GFilB3Tm_mean (恒值哨兵, 非零率1.00)
- din_wtc_Windvane_counts (恒零嫌疑, 非零率0.00)
- din_wtc_Windvane_timeon (恒零嫌疑, 非零率0.00)
need_unmatched:
- 'B.偏航: yaw_.*_mean'