config.yml 1.8 KB

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  1. dqyc_base_path: E:\compete\app\model\data\DQYC\qy
  2. cdqyc_base_path: E:\compete\xnysftp\cdq1\IN
  3. doc_mapping:
  4. basic: DQYC_IN_BASIC
  5. station_info_w: DQYC_IN_PLANT_WIND
  6. station_info_d_w: DQYC_IN_PLANT_DETAIL_WIND
  7. station_info_s: DQYC_IN_PLANT_SOLAR
  8. station_info_d_s: DQYC_IN_PLANT_DETAIL_SOLAR
  9. nwp_w: DQYC_IN_FORECAST_WEATHER_WIND # 风光气象
  10. nwp_s: DQYC_IN_FORECAST_WEATHER_SOLAR
  11. nwp_w_h: DQYC_IN_FORECAST_WEATHER_WIND_H
  12. nwp_s_h: DQYC_IN_FORECAST_WEATHER_SOLAR_H
  13. power: DQYC_IN_HISTORY_POWER_LONG
  14. nwp_v: DQYC_IN_FORECAST_WEATHER # 多版本气象
  15. nwp_v_h: DQYC_IN_FORECAST_WEATHER_H
  16. nwp_own: DQYC_IN_FORECAST_WEATHER
  17. nwp_own_h: DQYC_IN_FORECAST_WEATHER_H # 自有气象
  18. env_wf: DQYC_IN_ACTUAL_WEATHER_WIND
  19. env_sf: DQYC_IN_ACTUAL_WEATHER_SOLAR' # 实测气象
  20. basic_area: DQYC_AREA_IN_BASIC
  21. power_area: DQYC_AREA_IN_HISTORY_POWER_LONG
  22. out: DQYC_OUT_PREDICT_POWER
  23. area_out: DQYC_AREA_OUT_PREDICT_POWER
  24. doc_cdq_mapping:
  25. basic: CDQYC_IN_BASIC
  26. basic_area: CDQYC_AREA_IN_BASIC
  27. station_info_w: CDQYC_IN_PLANT_WIND
  28. station_info_d_w: CDQYC_IN_PLANT_DETAIL_WIND
  29. station_info_s: CDQYC_IN_PLANT_SOLAR
  30. station_info_d_s: CDQYC_IN_PLATN_DETAIL_SOLAR
  31. history_power: CDQYC_AREA_IN_HISTORY_POWER
  32. switch_nwp_owner: false
  33. system:
  34. max_workers: 10
  35. gpu_devices:
  36. - 1
  37. - 2
  38. Model:
  39. add_train: true
  40. batch_size: 64
  41. dropout_rate: 0.2
  42. epoch: 200
  43. fusion: true
  44. hidden_size: 64
  45. his_points: 16
  46. how_long_fill: 10
  47. input_size: 24
  48. lambda_value_1: 0.02
  49. lambda_value_2: 0.01
  50. learning_rate: 0.001
  51. lstm_layers: 1
  52. output_size: 16
  53. patience: 10
  54. predict_data_fill: true
  55. shuffle_train_data: false
  56. test_data_fill: false
  57. time_step: 16
  58. train_data_fill: true
  59. use_cuda: false
  60. valid_data_rate: 0.15
  61. input_file: E:/compete/app/model/data/DQYC/qy/62/1002/2025-04-21/IN
  62. model_name: lstm