Characterization of a polycrystalline photovoltaic cell using artificial neural networks

•Characterization of a solar cell parameters using artificial neural networks.•Based solely on the information of the data sheet.•Generation of synthetic data to train the network.•The obtained parameters will always be unique for each input provided.•The method can be applied to other similar characterization problems.