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

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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Bibliographic Details
Main Authors: Lukas Baur, Konstantin Ditschuneit, Maximilian Schambach, Can Kaymakci, Thomas Wollmann, Alexander Sauer
Format: Article
Language:English
Published: Elsevier 2024-05-01
Series:Energy and AI
Subjects:
Electric load forecasting
Explainability
Interpretability
Structured review
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546824000247

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http://www.sciencedirect.com/science/article/pii/S2666546824000247

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