Inteligencia artificial para la gestión de la demanda en entornos con alta penetración de energías renovables y vehículos eléctricos
BCAM principal investigator:
Santiago Mazuelas
Reference:
Ayudas a la Investigación en Energía y Medio Ambiente 2019
Coordinator:
BCAM - Basque Center for Applied Mathematics
Duration:
2019 - 2020
Funding agency:
Iberdrola Foundation
Type:
National Project
Status:
Closed
Objective:
Objectives of the project: - Prediction of generations, consumption and prices by means of probabilistic artificial intelligence techniques that automatically use all the information present in multiple data. - Obtaining probability distributions by means of optimisation processes that take into account the specific characteristics of energy management. - Sequential/distributed learning of probabilities of future generation, consumption and prices for different regions/users. - Automated demand management through probabilistic forecasts.
