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Modelling residential electricity consumption
Scientific journal of the Ternopil national technical universityOur work is devoted to the problem of modeling residential electricity consumption based on time series formed by sequential values of metering devices related to smart-grid technologies.
Tetyana Mamchych
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Exploring the climatic impacts on residential electricity consumption in Jiangsu, China
, 2020Electricity consumption is of interest both from the perspectives of adaptation to climate change and emission reductions. This study examines the climatic impacts on residential electricity consumption for Jiangsu, China that overtook the world's 13th ...
Mingyang Zhang +5 more
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, 2020
In this paper, a novel ensemble method is proposed to forecast the hourly consumption of residential electricity. Firstly, variational mode decomposition (VMD) is applied to decompose weather conditions (relative humidity and temperature, etc ...
Guoqiang Zhang, Jifeng Guo
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In this paper, a novel ensemble method is proposed to forecast the hourly consumption of residential electricity. Firstly, variational mode decomposition (VMD) is applied to decompose weather conditions (relative humidity and temperature, etc ...
Guoqiang Zhang, Jifeng Guo
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Self-aggravation effect of air pollution: Evidence from residential electricity consumption in China
, 2020With the deterioration of air quality and increasing awareness of the adverse health impacts of air pollution, more people choose to stay indoors and take up various pollution mitigation measures under heavy air pollution.
F. Yi +4 more
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Residential Electricity Consumption and Housing Development in Taiwan
2008 Third International Conference on Convergence and Hybrid Information Technology, 2008This research examines the possibility of managing housing development policy in terms of reducing residential electricity consumption by using monthly time series model. It is proposed that rural housing development may help reducing electricity consumption due to urban heat island effects.
Kang-Ting Tsai +3 more
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A shape-based clustering method for pattern recognition of residential electricity consumption
Journal of Cleaner Production, 2019Pattern recognition of residential electricity consumption refers to discover different electricity consumption patterns from electricity consumption data (ECD), which can provide valuable insights for developing personalized marketing strategies ...
Lulu Wen, Kaile Zhou, Shanlin Yang
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, 2020
The urbanization process and the continuous upgrading of consumption structure have driven the rapid growth of China’s residential electricity consumption, making it urgent to strengthen energy conservation and emission reduction in the residential ...
Xin-gang Zhao, P. Li
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The urbanization process and the continuous upgrading of consumption structure have driven the rapid growth of China’s residential electricity consumption, making it urgent to strengthen energy conservation and emission reduction in the residential ...
Xin-gang Zhao, P. Li
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, 2020
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.
Yun-Hsun Huang
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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.
Yun-Hsun Huang
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Complexities associated with modeling of residential electricity consumption
2018 IEEE 59th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), 2018Electricity consumption in residential buildings accounts for more than 30% of the total electricity consumption and thus a significant source of CO 2 emission. The growing needs to reduce the carbon emission and improve the energy efficiency of the residential buildings, the development of an accurate electricity consumption model is becoming ...
M. Naveed Iqbal, Lauri Kütt, Argo Rosin
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Regional Evidence regarding U.S. Residential Electricity Consumption [PDF]
, 2009 Regional economic, demographic, and climatic data are used to analyze residential electricity demand in the United States. Results indicate that electricity is an inferior good for households in the United States. This confirms earlier research compiled using data for less geographically extensive regional and metropolitan markets.
Contreras, Sergio +3 more
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