VARIABILTY OF LONG TERM ESTIMATES OF HYDRO POWER GENERATION ON A EUROPEAN SCALE

Valentina Sessa; Edi Assoumou; Sílvia Carvalho

Communication dans un congrès

VARIABILTY OF LONG TERM ESTIMATES OF HYDRO POWER GENERATION ON A EUROPEAN SCALE

Valentina Sessa ¹ Edi Assoumou ¹ Sílvia Carvalho ²

1 CMA - Centre de Mathématiques Appliquées

2 CCIAM - Climate Change Impact Adaptation And Modelling [Lisboa]

Faculdade de Ciências [Lisboa]

Abstract : Hydro power production strictly depends on the geography and weather peculiarity of locations where power plants are settled. In this paper, we produce long term estimates of hydro power capacity factors for all European countries based on future climate scenarios. We use machine learning techniques for formalizing models able to capture the complex relation between climate variables and energy production on a European scale and use the results of regional and global climate models for future projections.

Keywords : energy and climate systems machine learning Energy modeling hydropower generation

Type de document :

Communication dans un congrès

Domaine :

Mathématiques [math] / Optimisation et contrôle [math.OC]

Statistiques [stat] / Machine Learning [stat.ML]

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Littérature citée [4 références] Voir Masquer Télécharger

https://hal-mines-paristech.archives-ouvertes.fr/hal-02317448
Contributeur : Valentina Sessa <>
Soumis le : mardi 3 décembre 2019 - 09:06:08
Dernière modification le : jeudi 8 octobre 2020 - 16:28:07

VARIABILTY OF LONG TERM ESTIMATES OF HYDRO POWER GENERATION ON A EUROPEAN SCALE

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VARIABILTY OF LONG TERM ESTIMATES OF HYDRO POWER GENERATION ON A EUROPEAN SCALE

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