Dimensionamento e Otimização de Kits de Geração Fotovoltaica Via IA/ChatBot

Abstract

This work aims to integrate two emerging technologies in the current social and economic context: solar energy, which plays a crucial role in the transition to a low-carbon economy, and Artificial Intelligence (AI), which is transforming various economic sectors. The project proposes the development of a ChatBot tool capable of sizing photovoltaic systems based on user-provided data, local solar irradiance, photovoltaic components, and energy tariffs. Additionally, the ChatBot will respond naturally to questions related to solar energy by utilizing the integration and fine-tuning of OpenAI’s interface and a pre-trained classification model with the BERT (Bidirectional Encoder Representations from Transformers) architecture. This integration seeks not only to financially optimize the sizing process but also to disseminate technical knowledge on the subject, promoting a dynamic and informative interaction with the user.