Developing a matlab tool while exploiting neural networks for combined prediction of hour´s ahead system load along with irradiation, to estimate the system load covered by PV integrated systems

Renewable energy systems (RES), being a controversial issue regarding their integration into the electric power systems, create the necessity for research. In order to take part in the electricity market, a critical point is the prediction of the system load as well as the prediction of the RES production. Within this scope, a matlab tool was developed to facilitate both the prediction of the system load as well as the PV production in several penetration levels.