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...

Cijeli opis

Bibliografski detalji

Glavni autori:	Nikos Sakkas, Sofia Yfanti, Pooja Shah, Nikitas Sakkas, Christina Chaniotakis, Costas Daskalakis, Eduard Barbu, Marharyta Domnich
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2023-10-01
Serija:	Energies
Teme:	electricity demand forecasting model explainability SHAP values neural networks structured time series genetic programming (GP)
Online pristup:	https://www.mdpi.com/1996-1073/16/20/7210
Oznake:	Dodaj oznaku Bez oznaka, Budi prvi tko označuje ovaj zapis!