Paper Title
PREDICTING ENERGY CONSUMPTION USING A NOVEL AI MODEL AND A COMPARATIVE ANALYSIS

Abstract
The ability to make accurate energy predictions while considering all related energy factors allows production plants, regulatory bodies, and governments to meet energy demand and assess the ef ects of energy-saving initiatives. When energy consumption falls within normal parameters, it will be possible to use the developed model to predict energy consumption and develop improvements and mitigating measures for energy consumption. The objective of this model is to accurately predict energy consumption without data limitations. The performance metrics of AI models are compared and the results are provided that are easily interpretable. Keywords - Artificial Intelligence (AI), Deep Learning (DL), energy consumption, RMSE, MAE, MAPE.