It is possible to predict a turbine failure using historical data. On a particular turbine, a blade tore off and completely damaged the turbine, requiring extensive and expensive repair and replacement. After the event, the question was raised, whether or not this failure could have been predicted and localized to a specific place inside the turbine.
For complete details on this case study, go to: Prediction of Turbine Failure