Analysis of artificial neural network in a photovoltaic system to extract the maximum power in a photovoltaic based system paradigm

Abstract

When implementing a photovoltaic system, different parameters play an integral part in enhancing the extraction of the maximum power of a solar setup. One of the parameters is the maximum power tracking (MPPT) algoritm which is used to track and extract the maximum power Pmax when we refer to PV energy productivity. In the research, we will introduce a new scheme of tracking the Pmax using an artificial neural network (ANN) in different dynamic environmental conditions. The proposed artificial neural network (ANN) based PV model is going to be applied and utilized with a perturb and observe (P&O) algoritm. The improvement of using ANN in PV system world improve its ability to detect MPP at a short period of time as compared to other avaible methods.