crossrefMachine Learning and Knowledge Extraction2025-11-25Cited by 6
A Four-Dimensional Analysis of Explainable AI in Energy Forecasting: A Domain-Specific Systematic Review
Vahid Arabzadeh, Raphael Frank
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 g…