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- Model:
- add_train: false
- batch_size: 64
- dropout_rate: 0.2
- epoch: 100
- fusion: true
- hidden_size: 64
- his_points: 16
- how_long_fill: 10
- input_size_env: 5
- input_size_nwp: 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
- region: south129
- shuffle_train_data: false
- test_data_fill: false
- time_step: 16
- train_data_fill: false
- 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
- 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:
- - time
- - temperature10
- - temperature190
- - direction160
- - direction40
- - temperature110
- - direction80
- - speed60
- - mcc
- - temperature150
- - speed20
- - speed110
- - direction120
- - speed190
- - solarZenith
- - temperature90
- - direction200
- - speed150
- - temperature50
- - direction30
- - temperature160
- - direction170
- - temperature20
- - direction70
- - direction130
- - temperature200
- - speed70
- - temperature120
- - speed30
- - speed100
- - speed80
- - speed180
- - dniCalcd
- - speed140
- - temperature60
- - dateTime
- - temperature30
- - temperature170
- - direction20
- - humidity2
- - direction180
- - realPowerAvg
- - direction60
- - direction140
- - speed40
- - hcc', 'clearskyGhi', 'temperature130', 'lcc', 'updater', 'speed90', 'temperature2', 'tcc', 'direction100', 'speed170', 'temperature70', 'speed130', 'direction190', 'openCapacity', 'temperature40', 'creator', 'direction10', 'temperature180', 'direction150', 'direction50', 'speed50', 'updateTime', 'direction90', 'farmId', 'temperature100', 'speed10', 'temperature140', 'speed120', 'deleted', 'speed200', 'realPower', 'createTime', 'radiation', 'surfacePressure', 'tpr', 'direction110', 'time', 'speed160', 'temperature80']
- target: C_REAL_VALUE
- repair_days: 81
- repair_model_cycle: 5
- spot_trading: []
- 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-3.1.0.south
- weatherloc:
- - 1
|
