Data for: A Novel Smart Meter Data Compression Method via Stacked Convolutional Sparse Auto-encoder

Published: 26 Dec 2019 | Version 4 | DOI: 10.17632/96zy6tbwkt.4
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Description of this data

scale_code_test.csv (it contains 20,000 power curves, and is max-min scaled, from Irish smart meter dataset)
AK-SVD et al. (they are results through data compression and reconstruction, and is used for comparison about information loss)
SCSAE (our proposed network structure)
.h5 (the trained model weight)

Experiment data files

Latest version

  • Version 4

    2019-12-26

    Published: 2019-12-26

    DOI: 10.17632/96zy6tbwkt.4

    Cite this dataset

    Chen, Haiwen; Wu, Lei; Wang, Shouxiang; Wang, Jianfeng (2019), “Data for: A Novel Smart Meter Data Compression Method via Stacked Convolutional Sparse Auto-encoder”, Mendeley Data, v4 http://dx.doi.org/10.17632/96zy6tbwkt.4

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Categories

Data Compression, Smart Grid

Licence

CC BY NC 3.0 Learn more

The files associated with this dataset are licensed under a Attribution-NonCommercial 3.0 Unported licence.

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You are free to adapt, copy or redistribute the material, providing you attribute appropriately and do not use the material for commercial purposes.

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