# longting/config.yaml
project:
  plant_name: "longting"

files:
  threshold_filename: "sensor_threshold.xlsx"
  abnormal_link_filename: "abnormal_link.xlsx"
  model_filename: "ppo_tracing_model.pth"
  test_result_filename: "Final_Test_Report.xlsx"
  sensor_file_prefix: "data_process_"

data_processing:
  sensor_file_num_range: [1, 11]
  original_sample_interval: 4
  target_sample_interval: 20
  window_duration_min: 40
  valid_data_ratio: 0.6
  window_anomaly_threshold: 0.2
  train_test_split: 0.8
  trigger_score_thresh: 0.5
  absolute_score_weight: 0.6
  dynamic_score_weight: 0.4
  mad_history_window: 360
  mad_threshold: 3.0

sensors:
  keyword_layer: "One_layer"
  keyword_device: "Device"
  trigger_sensors:
    - "UF1Per"
    - "UF2Per"
    - "ns=3;s=RO1_1D_YC"
    - "ns=3;s=RO2_1D_YC"
    - "ns=3;s=RO1_2D_YC"
    - "ns=3;s=RO2_2D_YC"
    - "ns=3;s=PUBLIC_BY_REAL_1"
    - "ns=3;s=PUBLIC_BY_REAL_2"
    - "ns=3;s=1#RO_SDCSFLOW_O"
    - "ns=3;s=2#RO_SDCSFLOW_O"
    - "ROHSL"
    - "RO1_TYL"
    - "RO2_TYL"

rl_params:
  min_path_length: 3
  max_path_length: 6
  embedding_dim: 64
  hidden_dim: 256
  ppo_lr: 0.0003
  ppo_gamma: 0.90
  ppo_eps_clip: 0.2
  ppo_k_epochs: 10
  ppo_batch_size: 64
  bc_epochs: 20000
  rl_episodes: 20000