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Explaining deep neural network models for electricity price forecasting with XAI

Electricity markets are highly complex, involving lots of interactions and complex dependencies that make it hard to understand the inner workings of the market and what is driving prices. Econometric methods have been developed for this, white-box models, however, they are not as powerful as deep n...

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Autors principals: Antoine Pesenti, Aidan O’Sullivan
Format: Artigo
Idioma:Inglês
Publicat: Elsevier 2025-09-01
Col·lecció:Energy and AI
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Accés en línia:http://www.sciencedirect.com/science/article/pii/S2666546825000643
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