Non-intrusive load transient identification based on multivariate LSTM neural network and time series data augmentation

Wu, HP; Liu, H

Liu, H (corresponding author), Cent South Univ, Sch Traff & Transportat Engn, Inst Artificial Intelligence & Robot IAIR, Key Lab Traff Safety Track,Minist Educ, Changsha 410075, Hunan, Peoples R China.

SUSTAINABLE ENERGY GRIDS & NETWORKS, 2021; 27 ():

Abstract

Getting the specific energy consumption information of each appliance is an effective way to reduce energy wastage and improve energy efficiency. The ......

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