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- # 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
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