Forecasting residential electricity consumption using a hybrid machine learning model with online search data
Sign Up to like & getrecommendations! Published in 2021 at "Applied Energy"
DOI: 10.1016/j.apenergy.2021.117393
Abstract: Abstract Accurate forecasting of residential electricity consumption plays an important role in formulating energy plans and ensuring the safety of power system operations. In order to improve forecasting accuracy, we propose a novel hybrid model… read more here.
Keywords: search data; electricity consumption; model; residential electricity ... See more keywords
Examining impact factors of residential electricity consumption in Taiwan using index decomposition analysis based on end-use level data
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DOI: 10.1016/j.energy.2020.119067
Abstract: Abstract The residential sector is the third largest electricity user in Taiwan. A clear understanding of the rapid growth in its electricity consumption is crucial to the formulation of policy. This study applied the Logarithmic… read more here.
Keywords: index; end; residential electricity; electricity ... See more keywords
Energy efficiency programs in the context of increasing block tariffs: The case of residential electricity in Mexico
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DOI: 10.1016/j.enpol.2019.04.015
Abstract: Increasing block pricing schemes represent difficulties for applied researchers who try to recover demand parameters, in particular, price and income elasticities. The Mexican residential electricity tariff structure is amongst the most intricate around the globe.… read more here.
Keywords: residential electricity; energy efficiency; energy; increasing block ... See more keywords
Is increasing-block electricity pricing effectively carried out in China? A case study in Shanghai and Shenzhen
Sign Up to like & getrecommendations! Published in 2020 at "Energy Policy"
DOI: 10.1016/j.enpol.2020.111278
Abstract: Abstract China is the largest emerging economy and electricity consumer in the world. Despite the rapid increase in residential electricity consumption, retail residential electricity price in China remained at a low level, leading to large… read more here.
Keywords: block; residential electricity; electricity; pricing ... See more keywords
Quantitative estimation of the impact of climate change on residential electricity demand for the city of Greater Accra, Ghana
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DOI: 10.1108/ijesm-08-2020-0008
Abstract: Purpose The purpose of this paper is to investigate the impact of temperature on residential electricity demand in the city of Greater Accra, Ghana. It is believed that the increasing trend of temperatures may significantly… read more here.
Keywords: electricity demand; temperature; greater accra; residential electricity ... See more keywords
Modeling and Analysis of Residential Electricity Consumption Statistics: A Tracy-Widom Mixture Density Approximation
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DOI: 10.1109/access.2020.3019807
Abstract: Residential electricity loads highly fluctuate which makes it challenging to predict and estimate changes and anomalies. This article studies the statistical distribution of the maximum load of residential settlements and proposes a new model that… read more here.
Keywords: tracy widom; residential electricity; electricity; electricity consumption ... See more keywords
Estimating Residential Electricity Consumption in Nigeria to Support Energy Transitions
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DOI: 10.3390/su10051440
Abstract: Considering the challenge of accessing reliable household metering data in Nigeria, how can electricity consumption levels be determined? And how do disparities in electricity consumption patterns across the country affect the pursuit of sustainability, universal… read more here.
Keywords: energy; residential electricity; electricity; electricity consumption ... See more keywords