Photovoltaic energy has emerged as one of the cheapest and most reliable carbon-free energy sources. Recently, the combination of solar energy production with agricultural activities in a new paradigm called Agri-PV has enhanced the sustainability of these systems. However, these new solutions have increased their overall complexity with new technologies, such as bifacial modules and solar trackers. The goal of this thesis, developed in collaboration with the international energy company ENGIE, is to elaborate a model able to predict the ideal performance of an Agri-PV plant from ambient parameters, specifically, solar irradiance and air temperature. The facility is located in Mazara del Vallo (TP), Sicily, and is managed by the Italian unit of ENGIE.