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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Autori principali:	Vahid Arabzadeh, Raphael Frank
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	MDPI AG 2025-11-01
Serie:	Machine Learning and Knowledge Extraction
Soggetti:	explainable artificial intelligence energy time-series forecasting model interpretability load/price/generation prediction domain-specific XAI
Accesso online:	https://www.mdpi.com/2504-4990/7/4/153
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