Published June 11, 2020
| Version 3
Dataset
Open
Electricity Hourly Dataset
- 1. PhD Student at Monash University
- 2. Lecturer at Monash University
- 3. Professor at Monash University
- 4. Lecturer at University of Sydney
Description
The electricity dataset represents the electricity consumption of 370 clients recorded in 15-minutes periods in Kilowatt (kW) from 2011 to 2014.
The uploaded dataset is an aggregated version of the original dataset used by Lai et al. (2017). It contains 321 hourly time series from 2012 to 2014.
Files
electricity_hourly_dataset.zip
Files
(11.8 MB)
| Name | Size | Download all |
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md5:18096614662b02640d265ad2a6a416bd
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11.8 MB | Preview Download |
Additional details
Related works
- Cites
- Dataset: https://archive.ics.uci.edu/ml/datasets/ElectricityLoadDiagrams20112014 (URL)
- Other: http://arxiv.org/abs/1703.07015 (URL)
- Dataset: https://github.com/laiguokun/multivariate-time-series-data (URL)
References
- UCI, 2020. Electricityloaddiagrams20112014 data set, uci machine learning repository. Accessed: 2020-04-30. URL https://archive.ics.uci.edu/ml/datasets/ElectricityLoadDiagrams20112014
- Lai, G., Chang, W., Yang, Y., Liu, H., 2017. Modeling long and short-term temporal patterns with deep neural networks. CoRR abs/1703.07015.URL http://arxiv.org/abs/1703.07015
- Lai, G., 2017. multivariate-time-series-data. https://github.com/laiguokun/multivariate-time-series-data, accessed: 2020-05-04