| 12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667 |
- # xishan/config.yaml
- project:
- plant_name: "xishan"
- files:
- # 纯文件名，系统会自动在 ./xishan/ 下寻找
- 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, 119]
- 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"
- - "UF3Per"
- - "UF4Per"
- - "C.M.RO1_DB@DPT_1"
- - "C.M.RO2_DB@DPT_1"
- - "C.M.RO3_DB@DPT_1"
- - "C.M.RO4_DB@DPT_1"
- - "C.M.RO1_DB@DPT_2"
- - "C.M.RO2_DB@DPT_2"
- - "C.M.RO3_DB@DPT_2"
- - "C.M.RO4_DB@DPT_2"
- - "RO1_CSFlow"
- - "RO2_CSFlow"
- - "RO3_CSFlow"
- - "RO4_CSFlow"
- - "RO1HSL"
- - "RO2HSL"
- - "RO3HSL"
- - "RO4HSL"
- - "RO1_TYL"
- - "RO2_TYL"
- - "RO3_TYL"
- - "RO4_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
|
