Modelling Electricity Consumption During the COVID19 Pandemic: Datasets, Models, Results and a Research Agenda

Zulfiqar Ahmad Khan,Tanveer Hussain,Amin Ullah,Waseem Ullah,Javier Del Ser,Khan Muhammad,Muhammad Sajjad,Sung Wook Baik

Energy and Buildings（2023）

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摘要

•Collection of electricity consumption dataset before/After COVID19.•Comparative analysis of the existing datasets.•Evaluation of models over COVID19/non-COVID19 electricity data.•A novel hybrid model for electricity consumption prediction.•Research derivative and future directions to handle pandemic situations.

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关键词

Attention GRU,COVID19,Deep learning,Electricity consumption,Machine learning,Analysis,Pre-pandemic consumption,Post-pandemic consumption

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