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

Main Author: Chen, Haiwen
Other Authors: Wu, Lei, Wang, Shouxiang, Wang, Jianfeng
Format: Dataset
Terbitan: Mendeley , 2019
Subjects:
Online Access: https:/data.mendeley.com/datasets/96zy6tbwkt
Daftar Isi:
  • 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)