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- # jianding/config.yaml
- project:
- plant_name: "jianding"
- files:
- dataset_dir: "datasets"
- file_pattern: "data_process_{}.csv"
- model_filename: "model.pth"
- scaler_filename: "scaler.pkl"
- output_csv_filename: "predictions.csv"
- edge_index_filename: "edge_index.pt"
- data_split:
- start_files: 1
- end_files: 24
- train_start_date: "2024-10-08"
- train_end_date: "2026-02-13"
- val_start_date: "2024-10-08"
- val_end_date: "2026-02-13"
- test_start_date: "2024-10-08"
- test_end_date: "2026-02-13"
- model_params:
- seq_len: 10
- output_size: 5
- step_size: 5
- resolution: 60
- hidden_size: 64
- num_layers: 1
- dropout: 0.0
- training_params:
- epochs: 200
- lr: 0.01
- batch_size: 512
- scheduler_step_size: 100
- scheduler_gamma: 0.9
- patience: 200
- min_delta: 1.0e-10
- device: 1 # 对应 args.device
- random_seed: 1314
- sensors:
- # 输入传感器列
- required_columns:
- - "index"
- - "water_out"
- - "ns=3;s=AI_ROJSLL_OUT"
- - "ns=3;s=AI_UFCSLL_OUT"
- - "ns=3;s=RO_1DJSLL_SSD"
- - "ns=3;s=RO_2DJSLL_SSD"
- - "ns=3;s=RO_NS_SSD"
- - "ns=3;s=AI_JYCSLL1_OUT"
- - "ns=3;s=AI_RODJYL_OUT"
- - "ns=3;s=AI_ROJSYL_OUT"
- - "ns=3;s=AI_UFCSYL_OUT"
- - "ns=3;s=AI_JYCIPPH_OUT"
- - "ns=3;s=AI_JYCSDD_OUT"
- - "ns=3;s=AI_UFCSZD_OUT"
- - "ns=3;s=AI_ROCSDD_OUT"
- - "ns=3;s=AI_UFJSORP_OUT"
- - "ns=3;s=AI_UFJSPH_OUT"
- - "ns=3;s=AI_UFJSYW_OUT"
- - "ns=3;s=AI_JYROCSYW_OUT"
- - "ns=3;s=AI_JYSYW_OUT"
- - "ns=3;s=AI_RODJB_FR_OUT"
- - "ns=3;s=AI_ROGSB_FR_OUT"
- - "ns=3;s=AI_ROGYB_FR_OUT"
- - "ns=3;s=AI_UFFXB_FR_OUT"
- - "ns=3;s=AI_UFCSB_FR_OUT"
- - "ns=3;s=UF_TMP"
- - "ns=3;s=RO_CHA1YL_SSD"
- - "ns=3;s=RO_CHA2YL_SSD"
- - "ns=3;s=RO_ZCS_SSD"
-
- # 最终预测目标列
- target_columns:
- - "ns=3;s=UF_TMP"
- - "ns=3;s=RO_CHA1YL_SSD"
- - "ns=3;s=RO_CHA2YL_SSD"
- - "ns=3;s=RO_ZCS_SSD"
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