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dash-predictive-maintenance

Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To predict the date when equipment will completely fail (RUL), XGBoost is used and achieved RMSE error is 0.033964 days, which is highly accurate.

dashboard predict-failures rul wind-turbines xgboost

Creat：2021-03-01T15:16:41

Update：2025-03-23T11:40:55

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