Desarrollo de un modelo basado en inteligencia artificial para la implementación de un proyecto de energía solar que supla los requerimientos energéticos de la compañía Servicios Petroleros Olimpia SA de CV

Abstract

The following work was proposed to address the problem found in the company Servicios Petroleros Olimpia SA de CV, where the affectations with the supply of electrical energy are maintained periodically, problems associated with failures in the electrical infrastructure, vandalism to it; given the location and lack of maintenance of the electrical networks, thus causing lost time, cessation of activities due to the lack of electrical energy and damage to equipment and components of the offices and operating base due to voltage drops; Given this, the general objective of this study consists of: "developing a model that incorporates the concept of artificial intelligence as a tool that allows predictively gathering information required for the viability in the development of the solar energy project." For this, as a method for the development of this project, artificial intelligence methods are used, such as supervised models, which obtained as a result, the prediction of the maximum efficiency points of the solar system model and established the discussion with the board of directors and main sponsors of this project and the viability of its implementation.