Explainability and Interpretability in Electric Load Forecasting Using Machine Learning Techniques – A Review

Electric Load Forecasting (ELF) is the central instrument for planning and controlling demand response programs, electricity trading, and consumption optimization. Due to the increasing automation of these processes, meaningful and transparent forecasts become more and more important. Still, at the...

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Bibliografische Detailangaben

Hauptverfasser:	Lukas Baur, Konstantin Ditschuneit, Maximilian Schambach, Can Kaymakci, Thomas Wollmann, Alexander Sauer
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Elsevier 2024-05-01
Schriftenreihe:	Energy and AI
Schlagworte:	Electric load forecasting Explainability Interpretability Structured review
Online-Zugang:	http://www.sciencedirect.com/science/article/pii/S2666546824000247
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