Carlos Quinatoa Caiza

Energy Management in Grid Connected Photovoltaic Systems using Neural Networks

The increasing use of photovoltaic generation and battery storage systems brings challenges in controlling the energy flow variables, in particular the reference current (𝐼𝑟𝑒𝑓). This study is focused on developing a Feedforward Artificial Neural Network (ANN) model to estimate 𝐼𝑟𝑒𝑓 based on input variables such as Stat...