The project focuses on the electric load prediction of a substation employing methods of computational intelligence. Using row data measurements given by EMTECH, we will investigate the aforementioned task applying linear (regression), non-linear (neural networks) as well as innovating methods of spatial representation. The target is to develop a model or a set of models that predicts the electric load demand of a substation in the next 15 minutes.