Dataset from UCI contains the  electricity consumption (in kWh) of 320 customers every 15 minutes from 2011 to 2014.     For  some customers, their electricity consumption data was recorded starting from a different time,  and the data before the first record was marked as 0.     As training model requires a starting point for the time series, and different customers  have different starting times, some features remain 0 before a certain time point.     Using all  the data for training would inevitably have a negative impact.     Therefore, the data  from 2011 is removed  and set the starti

Dataset Files

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[1] Wutao Xiong, "UCI dataset", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/10.21227/e40r-rf81. Accessed: Jan. 12, 2025.
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author = {Wutao Xiong },
publisher = {IEEE Dataport},
title = {UCI dataset},
year = {2024} }
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Wutao Xiong. (2024). UCI dataset. IEEE Dataport. http://dx.doi.org/10.21227/e40r-rf81
Wutao Xiong, 2024. UCI dataset. Available at: http://dx.doi.org/10.21227/e40r-rf81.
Wutao Xiong. (2024). "UCI dataset." Web.
1. Wutao Xiong. UCI dataset [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/10.21227/e40r-rf81
Wutao Xiong. "UCI dataset." doi: 10.21227/e40r-rf81