A hybrid model approach for forecasting future residential electricity consumption

•A hybrid modeling approach integrating data-driven method with forward model.•We tested our approach based on real-time measured data.•Improvement of 6–10% on load forecasting accuracy is achieved. Urban energy management nowadays has put more focus on residential houses energy consumption. Lots of...

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Veröffentlicht in:	Energy and buildings 2016-04, Vol.117, p.341-351
Hauptverfasser:	Dong, Bing, Li, Zhaoxuan, Rahman, S.M. Mahbobur, Vega, Rolando
Format:	Artikel
Sprache:	eng
Schlagworte:	Alternating current Data-driven model Economic forecasting Energy consumption Houses Load forecasting Mathematical models Measuring instruments Meters Neural networks Residential houses Thermal network
Online-Zugang:	Volltext
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