12251316

cache/nn_bp_zone.py

@@ -27,6 +27,7 @@ def rmse(y_true, y_pred):
 
 
 var_dir = os.path.dirname(os.path.dirname(__file__))
+var_dir = './j00645-w-xch'
 
 
 class FMI(object):

config.py

@@ -58,6 +58,7 @@ class myargparse(argparse.ArgumentParser):
 
     def save_args_yml(self, opt, isdict=False):
         current_path = os.path.dirname(__file__)
+        current_path = './j00645-w-xch'
         if isdict:
             with open(current_path + '/' + 'config.yml', mode='w', encoding='utf-8') as f:
                 yaml.safe_dump(opt, f)

config.yml

@@ -13,7 +13,7 @@ Model:
   lambda_value_2: 0.01
   learning_rate: 0.001
   lstm_layers: 1
-  output_size: 1
+  output_size: 16
   patience: 10
   predict_data_fill: false
   random_seed: 42
@@ -23,12 +23,12 @@ Model:
   use_cuda: false
   valid_data_rate: 0.15
 authentication:
-  date: '2024-09-20'
+  date: '2024-09-30'
   env: 0
   full_cap: '2024-04-18'
   nwp: 1
   only_nwp: false
-  repair: '2024-09-20'
+  repair: '2024-09-30'
 calculate:
 - abs: 0
   coe: 1
@@ -45,8 +45,8 @@ canopy:
 cap: 200.0
 coe:
   T1:
-    m: 0.476
-    n: 0.688
+    m: 0.029
+    n: 0.659
     update: true
   T10:
     m: 0.418
@@ -73,8 +73,8 @@ coe:
     n: 0.406
     update: false
   T16:
-    m: 1.229
-    n: 0.029
+    m: 0.641
+    n: 0.076
     update: true
   T2:
     m: 0.365
@@ -101,8 +101,8 @@ coe:
     n: 0.294
     update: false
   T8:
-    m: 1.229
-    n: 0.188
+    m: 0.653
+    n: 0.1
     update: true
   T9:
     m: 0.535
@@ -130,48 +130,48 @@ full_field: true
 history_env_hours: 2
 history_hours: 1
 mean:
-  C_CLEARSKY_GHI: 329.103
-  C_DNI_CALCD: 342.382
-  C_FP_VALUE: 69.05
-  C_HCC: 29.074
-  C_LCC: 3.601
-  C_MCC: 13.844
-  C_PA_INST: 922.211
-  C_PRESSURE: 910.106
-  C_REAL_VALUE: 68.003
-  C_RH: 29.767
-  C_RH_INST: 26.214
-  C_SWR: 257.701
-  C_T: 26.737
-  C_TCC: 34.992
-  C_TPR: 0.302
-  C_T_INST: 28.58
-  C_WD10: 258.438
-  C_WD110: 260.77
-  C_WD150: 260.841
-  C_WD170: 261.189
-  C_WD30: 259.382
-  C_WD50: 259.757
-  C_WD70: 259.949
-  C_WD90: 260.232
-  C_WD_INST10: 266.794
-  C_WD_INST100: 272.114
-  C_WD_INST30: 160.639
-  C_WD_INST50: 266.43
-  C_WD_INST70: 72.622
-  C_WS10: 5.679
-  C_WS110: 7.947
-  C_WS150: 8.168
-  C_WS170: 8.279
-  C_WS30: 6.691
-  C_WS50: 7.175
-  C_WS70: 7.506
-  C_WS90: 7.754
-  C_WS_INST10: 8.792
-  C_WS_INST100: 11.947
-  C_WS_INST30: 10.923
-  C_WS_INST50: 11.401
-  C_WS_INST70: 10.543
+  C_CLEARSKY_GHI: 296.149
+  C_DNI_CALCD: 323.373
+  C_FP_VALUE: 49.684
+  C_HCC: 21.189
+  C_LCC: 3.199
+  C_MCC: 13.525
+  C_PA_INST: 923.142
+  C_PRESSURE: 911.16
+  C_REAL_VALUE: 35.785
+  C_RH: 31.589
+  C_RH_INST: 27.395
+  C_SWR: 234.736
+  C_T: 25.984
+  C_TCC: 27.387
+  C_TPR: 0.252
+  C_T_INST: 28.017
+  C_WD10: 244.661
+  C_WD110: 246.265
+  C_WD150: 246.295
+  C_WD170: 246.837
+  C_WD30: 245.045
+  C_WD50: 245.221
+  C_WD70: 245.335
+  C_WD90: 245.632
+  C_WD_INST10: 245.77
+  C_WD_INST100: 251.248
+  C_WD_INST30: 55.665
+  C_WD_INST50: 245.347
+  C_WD_INST70: 86.027
+  C_WS10: 5.173
+  C_WS110: 7.12
+  C_WS150: 7.604
+  C_WS170: 7.847
+  C_WS30: 6.043
+  C_WS50: 6.46
+  C_WS70: 6.745
+  C_WS90: 6.955
+  C_WS_INST10: 5.696
+  C_WS_INST100: 10.426
+  C_WS_INST30: 9.585
+  C_WS_INST50: 9.994
+  C_WS_INST70: 6.764
   z1: 31726.672
   z2: 14381.206
   z3: 14166.267
@@ -215,54 +215,54 @@ nwp_point:
 - 4
 port: 9007
 predict: C_REAL_VALUE
-repair_days: 120
+repair_days: 70
 repair_model_cycle: 7
 reset_sys: true
 spot_trading: []
 station_type: 0
 std:
-  C_CLEARSKY_GHI: 364.909
-  C_DNI_CALCD: 327.345
-  C_FP_VALUE: 56.913
-  C_HCC: 29.174
-  C_LCC: 4.785
-  C_MCC: 17.072
-  C_PA_INST: 4.003
-  C_PRESSURE: 4.056
-  C_REAL_VALUE: 66.105
-  C_RH: 11.095
-  C_RH_INST: 11.743
-  C_SWR: 295.692
-  C_T: 5.257
-  C_TCC: 29.764
-  C_TPR: 1.535
-  C_T_INST: 5.308
-  C_WD10: 57.841
-  C_WD110: 60.007
-  C_WD150: 60.923
-  C_WD170: 61.027
-  C_WD30: 58.637
-  C_WD50: 59.188
-  C_WD70: 59.575
-  C_WD90: 59.876
-  C_WD_INST10: 91.154
-  C_WD_INST100: 87.308
-  C_WD_INST30: 148.9
-  C_WD_INST50: 86.331
-  C_WD_INST70: 97.024
-  C_WS10: 2.831
-  C_WS110: 4.762
-  C_WS150: 5.055
-  C_WS170: 5.221
-  C_WS30: 3.67
-  C_WS50: 4.08
-  C_WS70: 4.363
-  C_WS90: 4.59
-  C_WS_INST10: 6.098
-  C_WS_INST100: 8.052
-  C_WS_INST30: 7.12
-  C_WS_INST50: 7.515
-  C_WS_INST70: 7.924
+  C_CLEARSKY_GHI: 343.911
+  C_DNI_CALCD: 328.83
+  C_FP_VALUE: 50.045
+  C_HCC: 26.603
+  C_LCC: 4.408
+  C_MCC: 18.226
+  C_PA_INST: 4.721
+  C_PRESSURE: 4.811
+  C_REAL_VALUE: 53.566
+  C_RH: 10.485
+  C_RH_INST: 12.032
+  C_SWR: 281.733
+  C_T: 5.896
+  C_TCC: 28.823
+  C_TPR: 1.021
+  C_T_INST: 5.869
+  C_WD10: 65.179
+  C_WD110: 67.679
+  C_WD150: 69.647
+  C_WD170: 70.261
+  C_WD30: 66.091
+  C_WD50: 66.755
+  C_WD70: 67.222
+  C_WD90: 67.571
+  C_WD_INST10: 99.462
+  C_WD_INST100: 96.931
+  C_WD_INST30: 81.346
+  C_WD_INST50: 96.591
+  C_WD_INST70: 116.734
+  C_WS10: 2.874
+  C_WS110: 4.878
+  C_WS150: 5.519
+  C_WS170: 5.855
+  C_WS30: 3.746
+  C_WS50: 4.172
+  C_WS70: 4.466
+  C_WS90: 4.701
+  C_WS_INST10: 5.041
+  C_WS_INST100: 8.233
+  C_WS_INST30: 7.257
+  C_WS_INST50: 7.676
+  C_WS_INST70: 7.431
   z1: 34747.608
   z2: 17836.55
   z3: 18138.577