A Four-Dimensional Analysis of Explainable AI in Energy Forecasting: A Domain-Specific Systematic Review

Despite the growing use of Explainable Artificial Intelligence (XAI) in energy time-series forecasting, a systematic evaluation of explanation quality remains limited. This systematic review analyzes 50 peer-reviewed studies (2020–2025) applying XAI to load, price, or renewable generation forecastin...

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Detalhes bibliográficos

Principais autores:	Vahid Arabzadeh, Raphael Frank
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2025-11-01
coleção:	Machine Learning and Knowledge Extraction
Assuntos:	explainable artificial intelligence energy time-series forecasting model interpretability load/price/generation prediction domain-specific XAI
Acesso em linha:	https://www.mdpi.com/2504-4990/7/4/153
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