Multi-Objective Optimization for Electrical Demand Forecasting

décembre 2021
Ingénierie & Outils numériques
Communications avec actes dans un congrès international
Auteurs : Imane IHSANE (LINEACT), Ahmed NAIT CHABANE (LINEACT)
Conférence : The 14 th International Conference on Multiple Objective Programming and Goal Programming, 18 décembre 2021

Electrical load forecasting is a key component of energy management system, playing a critical role in power scheduling, peak reduction, and power system management. The accuracy of the load forecast has a significant effect on the efficiency of energy management systems in terms of making optimal control decisions. In this paper, our contribution is the proposal of a MultiObjective Optimization approach to improve the accuracy of an Artificial Neural Network-based electricity demand forecasting model.