Model:
  add_train: false
  batch_size: 16
  dropout_rate: 0.2
  epoch: 100
  fusion: false
  hidden_size: 64
  his_points: 16
  how_long_fill: 10
  input_size_env: 11
  input_size_nwp: 28
  lambda_value_1: 0.02
  lambda_value_2: 0.01
  learning_rate: 0.001
  lstm_layers: 1
  output_size: 16
  patience: 10
  predict_data_fill: false
  random_seed: 42
  shuffle_train_data: false
  time_step: 16
  train_data_fill: false
  use_cuda: false
  valid_data_rate: 0.15
authentication:
  date: '2024-09-30'
  env: 0
  full_cap: '2024-04-18'
  nwp: 1
  only_nwp: false
  repair: '2024-09-30'
calculate:
- abs: 0
  coe: 1
  extraMaxRange: 9
  extraMinRange: 4
- abs: 0
  coe: 1
  extraMaxRange: 13
  extraMinRange: 10
canopy:
  t1: 4.0
  t2: 3.0
  t2-env: 1.7
cap: 200.0
coe:
  T1:
    m: 0.029
    n: 0.659
    update: true
  T10:
    m: 0.418
    n: 0.294
    update: false
  T11:
    m: 0.406
    n: 0.3
    update: false
  T12:
    m: 0.376
    n: 0.312
    update: false
  T13:
    m: 0.312
    n: 0.365
    update: false
  T14:
    m: 0.276
    n: 0.4
    update: false
  T15:
    m: 0.288
    n: 0.406
    update: false
  T16:
    m: 0.641
    n: 0.076
    update: true
  T2:
    m: 0.365
    n: 0.453
    update: false
  T3:
    m: 0.576
    n: 0.206
    update: false
  T4:
    m: 0.624
    n: 0.147
    update: false
  T5:
    m: 0.594
    n: 0.165
    update: false
  T6:
    m: 0.482
    n: 0.253
    update: false
  T7:
    m: 0.429
    n: 0.294
    update: false
  T8:
    m: 0.653
    n: 0.1
    update: true
  T9:
    m: 0.535
    n: 0.447
    update: false
config_yaml: config.yml
database: mysql+pymysql://root:mysql_T7yN3E@192.168.12.10:19306/ipfcst_j00645_20240820114919
dataloc: ./data
env_columns:
- C_TIME
- C_PA_INST
- C_RH_INST
- C_T_INST
- C_WD_INST10
- C_WD_INST30
- C_WD_INST50
- C_WS_INST10
- C_WS_INST30
- C_WS_INST50
- C_FP_VALUE
- C_REAL_VALUE
first_point:
  switch: false
full_field: true
history_env_hours: 2
history_hours: 1
mean:
  C_CLEARSKY_GHI: 296.149
  C_DNI_CALCD: 323.373
  C_FP_VALUE: 49.684
  C_HCC: 21.189
  C_LCC: 3.199
  C_MCC: 13.525
  C_PA_INST: 923.142
  C_PRESSURE: 911.16
  C_REAL_VALUE: 35.785
  C_RH: 31.589
  C_RH_INST: 27.395
  C_SWR: 234.736
  C_T: 25.984
  C_TCC: 27.387
  C_TPR: 0.252
  C_T_INST: 28.017
  C_WD10: 244.661
  C_WD110: 246.265
  C_WD150: 246.295
  C_WD170: 246.837
  C_WD30: 245.045
  C_WD50: 245.221
  C_WD70: 245.335
  C_WD90: 245.632
  C_WD_INST10: 245.77
  C_WD_INST100: 251.248
  C_WD_INST30: 55.665
  C_WD_INST50: 245.347
  C_WD_INST70: 86.027
  C_WS10: 5.173
  C_WS110: 7.12
  C_WS150: 7.604
  C_WS170: 7.847
  C_WS30: 6.043
  C_WS50: 6.46
  C_WS70: 6.745
  C_WS90: 6.955
  C_WS_INST10: 5.696
  C_WS_INST100: 10.426
  C_WS_INST30: 9.585
  C_WS_INST50: 9.994
  C_WS_INST70: 6.764
  z1: 31726.672
  z2: 14381.206
  z3: 14166.267
new_field: true
nwp_columns:
- C_TIME
- C_SWR
- C_WS10
- C_WD10
- C_WS30
- C_WD30
- C_WS50
- C_WD50
- C_WS70
- C_WD70
- C_WS90
- C_WD90
- C_WS110
- C_WD110
- C_WS150
- C_WD150
- C_WS170
- C_WD170
- C_LCC
- C_MCC
- C_HCC
- C_TCC
- C_CLEARSKY_GHI
- C_DNI_CALCD
- C_TPR
- C_T
- C_RH
- C_PRESSURE
- C_FP_VALUE
- z1
- z2
- z3
nwp_point:
- 2
- 3
- 4
port: 9007
predict: C_REAL_VALUE
repair_days: 70
repair_model_cycle: 7
reset_sys: true
spot_trading: []
station_type: 0
std:
  C_CLEARSKY_GHI: 343.911
  C_DNI_CALCD: 328.83
  C_FP_VALUE: 50.045
  C_HCC: 26.603
  C_LCC: 4.408
  C_MCC: 18.226
  C_PA_INST: 4.721
  C_PRESSURE: 4.811
  C_REAL_VALUE: 53.566
  C_RH: 10.485
  C_RH_INST: 12.032
  C_SWR: 281.733
  C_T: 5.896
  C_TCC: 28.823
  C_TPR: 1.021
  C_T_INST: 5.869
  C_WD10: 65.179
  C_WD110: 67.679
  C_WD150: 69.647
  C_WD170: 70.261
  C_WD30: 66.091
  C_WD50: 66.755
  C_WD70: 67.222
  C_WD90: 67.571
  C_WD_INST10: 99.462
  C_WD_INST100: 96.931
  C_WD_INST30: 81.346
  C_WD_INST50: 96.591
  C_WD_INST70: 116.734
  C_WS10: 2.874
  C_WS110: 4.878
  C_WS150: 5.519
  C_WS170: 5.855
  C_WS30: 3.746
  C_WS50: 4.172
  C_WS70: 4.466
  C_WS90: 4.701
  C_WS_INST10: 5.041
  C_WS_INST100: 8.233
  C_WS_INST30: 7.257
  C_WS_INST50: 7.676
  C_WS_INST70: 7.431
  z1: 34747.608
  z2: 17836.55
  z3: 18138.577
tower:
- 1
turbineloc:
- 33
- 34
- 35
- 36
- 37
- 38
- 39
- 40
- 41
- 42
- 43
- 44
- 45
- 46
- 47
- 48
- 49
- 50
- 51
- 52
- 53
- 54
- 55
- 56
- 57
- 58
- 59
- 60
- 61
- 62
- 63
- 64
update_add_train_days: 60
update_coe_days: 10
usable_power:
  api_able_power: true
  clean_power_by_signal: false
  clean_power_by_wind: true
  clean_power_which: 5
  degree: 4
  down_fractile: 0
  down_offset: 3
  env: C_WS_INST100
  outliers_threshold: 1.5
  step: 0.5
  turbine_id: '97'
  up_fractile: 100
  up_offset: 2
version: 2.0.0
zone:
  z1:
  - 33
  - 34
  - 35
  - 36
  - 37
  - 38
  - 39
  - 40
  - 41
  - 42
  - 43
  - 44
  - 45
  - 46
  - 57
  - 58
  z2:
  - 47
  - 48
  - 49
  - 56
  - 59
  - 60
  - 61
  - 62
  z3:
  - 50
  - 51
  - 52
  - 53
  - 54
  - 55
  - 63
  - 64