We want to evaluate the RUL, assuming that we need to replace the wind turbine after it loses 16% of its performance. The dataset is a CSV file with a year's worth of data. The dataset contains the following:
- Time (sampled every 10 minutes)
- Wind speed (m/s)
- Generated power (kW)
We can compare our data with the physical model of a turbine to evaluate the loss of performance in order to predict degradation in the next 10 years.