Explainable Approaches for Forecasting Building Electricity Consumption

Building electric energy is characterized by a significant increase in its uses (e.g., vehicle charging), a rapidly declining cost of all related data collection, and a proliferation of smart grid concepts, including diverse and flexible electricity pricing schemes. Not surprisingly, an increased nu...

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Autores principales:	Nikos Sakkas, Sofia Yfanti, Pooja Shah, Nikitas Sakkas, Christina Chaniotakis, Costas Daskalakis, Eduard Barbu, Marharyta Domnich
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	MDPI AG 2023-10-01
Colección:	Energies
Materias:	electricity demand forecasting model explainability SHAP values neural networks structured time series genetic programming (GP)
Acceso en línea:	https://www.mdpi.com/1996-1073/16/20/7210
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