BEN ISMAIL, M Kais (2018) Impact of climate variability on electricity consumption and hydroelectricity production PRE - Research Project, ENSTA.



The purpose of this project is to develop a statistical mathematical process to model the fluctuation of electricity consumption and hydraulic production under the influence of climate variability. An analysis of the data will be established first, then numerical simulations will validate the proposed model. This project is part of the European project CLIM2POWER. Its objectives are to evaluate the performance of different approaches in demand forecasting : statistical models, time series models and artificial intelligence models such as decision trees and artificial neural networks. This project also involves selecting the most effective techniques that will be used in a forecasting system.

Item Type:Thesis (PRE - Research Project)
Subjects:Mathematics and Applications
ID Code:7154
Deposited By:Kais Ben Ismail
Deposited On:10 juin 2020 16:25
Dernière modification:10 juin 2020 16:25

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