The main objective of this study was to evaluate the implementation of an artificial neural network model to improve the forecasting capacity of electricity consumption in the city of Iquitos. The methodology used in this research included the collection of historical data on electricity consumption in Iquitos, the implementation of an artificial neural network model, and the evaluation of the forecasting capacity of the model using statistical metrics such as the correlation coefficient and the error. mean square. The hypothesis of this research maintains that the implementation of an artificial neural network model will improve the forecasting capacity of electricity consumption in Iquitos, which will contribute to a more efficient management of electricity in the city. The results of this research indicate that the implementation of the artificial neural network model allowed reaching...