Model:
  add_train: true
  batch_size: 64
  dropout_rate: 0.2
  epoch: 100
  fusion: true
  hidden_size: 64
  his_points: 16
  how_long_fill: 10
  input_size: 24
  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: true
  shuffle_train_data: false
  test_data_fill: false
  time_step: 16
  train_data_fill: true
  use_cuda: false
  valid_data_rate: 0.15
authentication:
  date: '2025-01-08'
  full_cap: '2024-04-30'
  repair: '2025-01-08'
calculate: []
cap: 50.0
col_time: Datetime
dataloc: ./data
env_columns:
- C_TIME
- C_CELLT
- C_DIFFUSER
- C_GLOBALR
- C_RH
- C_REAL_VALUE
full_field: true
history_hours: 1
new_field: true
features:
- Perssure
- SeaPerssure
- PrecipitationHour
- GroundTemp
- Temp2
- Humidity2
- InstantSpeed10
- InstantDirection10
- PrecipitationDay
- Groundradiation
- Speed10
- Direction10
- Speed30
- Direction30
- Speed50
- Direction50
- Speed70
- Direction70
- Speed90
- Direction90
- Speed100
- Direction100
- HubSpeed
- HubDireciton
features_owner:
- Perssure
- SeaPerssure
- PrecipitationHour
target: Power
repair_days: 81
repair_model_cycle: 5
update_add_train_days: 60
update_coe_days: 3
usable_power:
  api_able_power: true
  bias: 2.524
  clean_power_which: 1
  coe: 4
  down_fractile: 30
  env: C_GLOBALR
  k: 0.04079
  outliers_threshold: 1.5
  up_fractile: 70
version: solar-0.0.1.south
mongodb_database: south_compete
scaler_table: scaler
model_table: model
model_name: fmi
switch_nwp_owner: false
region: south