Residential electricity consumption

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A novel two-stage seasonal grey model for residential electricity consumption forecasting

Energy, 2022
Pei Du +4 more
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Analysis of the residential, commercial and industrial electricity consumption

2011 IEEE PES Innovative Smart Grid Technologies, 2011
This work explains how to analyze the aggregate electricity consumption of many consumers, and extract key components such as heating, ventilation and air conditioning (HVAC), residential lighting, and street lighting consumption from the total consumption. To avoid explicit modeling of dependencies on time of day and on working versus non-working days,
J. D. Hobby, G. H. Tucci
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Residential electricity consumption in industrialized countries: Changes since 1973

Energy, 1987
Abstract We consider the evolution of residential electricity use since the early 1970s in 11 OECD countries. Average growth in demand has been higher in Europe and Japan than in the U.S. This result is mainly attributable to the difference in saturation of appliances and electricity heating, which was higher in the U.S.
L. Schipper, A. Ketoff, S. Meyers, D. Hawk +3 more
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Measurement of the direct rebound effect of residential electricity consumption: An empirical study based on the China family panel studies

, 2021
Boqiang Lin, Penghu Zhu
semanticscholar +1 more source

A hybrid optimized grey seasonal variation index model improved by whale optimization algorithm for forecasting the residential electricity consumption

, 2021
X. Xin, Xi Hu, G. Huan
semanticscholar +1 more source

Forecasting residential electricity consumption using a hybrid machine learning model with online search data

, 2021
Feng Gao, H. Chi, Xueyan Shao
semanticscholar +1 more source

Predicting residential electricity consumption using aerial and street view images