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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Bibliographic Details

Published in:	Energy and AI
Main Authors:	Antoine Pesenti, Aidan O’Sullivan
Format:	Article
Language:	English
Published:	Elsevier 2025-09-01
Subjects:	Electricity price forecasting EPF Explainable methods XAI Explainable AI SHAP
Online Access:	http://www.sciencedirect.com/science/article/pii/S2666546825000643