Merge pull request #608 from plotly/update-turbine-maintenance

Update Turbine Maintenance app from original repo

Former-commit-id: bf5d924

Author: Xing Han Lu

apps/dash-turbine-maintenance/app.py

@@ -831,7 +831,7 @@ def update_graph(selected_column, start_date, end_date, n_get_new_info, n_pred):
             y_pred = model.predict(x_test)
             df_out = pd.DataFrame()
             df_out["pred"] = y_pred
-            value_rul = int(max(df_out["pred"]))
+            value_rul = round(max(df_out["pred"]))
             information_update = "RUL is estimated based on the readings from the last week: " "from " + str(
                 x_test.index[0]
             ) + " to " + str(

apps/dash-turbine-maintenance/data_preprocessing.py

@@ -93,7 +93,7 @@ def data_preprocessing():
         if i in list(df):
             df_trimmed.drop(i, axis=1, inplace=True)
 
-    df_trimmed = df_trimmed.head(38140)
+    df_trimmed = df_trimmed.head(39298)
     df_trimmed.set_index("Time", inplace=True)
 
     df = df_trimmed.copy()