Detecting anomalous electricity consumption with transformer and synthesized anomalies [PDF]
PeerJ Computer Science, 2023 Non-technical losses are consistently a troubling issue for power suppliers. With the application and popularization of smart grid and advanced measurement systems, it has become possible to use data-driven methods to detect anomalous electricity ...
Tianshi Mu +4 more
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Decomposition of air conditioning electricity consumption based on effective duration. [PDF]
PLoS ONEAs the share of air conditioning electricity consumption within total grid electricity consumption grows, the decomposition of such consumption becomes increasingly crucial for assessing electricity usage patterns, devising consumption scheduling ...
Chao Xun, Huan Zheng, Zhaoyu Han
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Spatialisation of Electricity Consumption in China Based on Nighttime Light Remote Sensing from 2012 to 2023 [PDF]
SensorsThe collection of spatialised electricity consumption data is considered of crucial importance for planning electric power facilities and achieving the United Nations Sustainable Development Goal 7 (SDG7). However, the predominance of statistical data on
Yanshu Wang, Mingquan Wu, Zheng Niu
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Socio-demographic determinants of electricity consumption across vietnamese households. [PDF]
PLoS ONEReducing household energy consumption is generally considered a key force in limiting the adverse effects of human beings on climate change. As such, understanding the socio-demographic determinants of household electricity consumption across Vietnamese ...
Duc Hong Vo
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Reputation-based electricity scheduling scheme for complex network of user electricity consumption
Frontiers in Physics, 2023 With the emergence of various high-powered electrical equipment, the demand for electric energy has increased rapidly. Subsequently, it has highlighted some issues of electricity consumption, such as the adjustment of electricity consumption peak ...
Wenjun Tang +11 more
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Electricity Consumption Forecast Model Using Household Income: Case Study in Tanzania
Energies, 2020 When considering the electrification of a particular region in developing country, the electricity consumption in that region must be estimated. In sub-Saharan Africa, which is one of the areas with the lowest electrification rates in the world, the ...
Kyohei Shibano, Gento Mogi
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Energies, 2022 Electricity consumption accounts for a considerable part of the final energy consumption, and it is important for economic development and human life. This study explores the spatiotemporal evolution characteristics and influencing factors of electricity
Tao Lv +5 more
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Factors Influencing the Real-World Electricity Consumption of Electric Motorcycles
Energies, 2023 Currently, studies regarding the factors influencing the real-world electricity consumption of electric motorcycles are lacking. The objective of this study was to examine the factors influencing the real-world electricity consumption of electric ...
Triluck Kusalaphirom +2 more
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Abnormal behaviour analysis algorithm for electricity consumption based on density clustering
The Journal of Engineering, 2019 How to effectively detect abnormal electricity consumption behaviour from a large-scale electrical load data is very important to smart grid. An abnormal electricity consumption analysis method based on density clustering is proposed.
Min Xiang +4 more
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Modelling Electricity Consumption in Cambodia Based on Remote Sensing Night-Light Images
Applied Sciences, 2022 The accurate estimation of electricity consumption and its spatial distribution are important in electricity infrastructural planning and the achievement of the United Nations Sustainable Development Goal 7 (SDG7).
Xumiao Gao +5 more
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