Failure mode prediction and energy forecasting of PV plants to assist dynamic maintenance tasks by ANN based models

Another capability of the tool presented in the paper is to assess the economic risk associated with the system under existing conditions and for a certain period of time. This information can then also be used to trigger preventive maintenance activities.