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. 2021 Feb 22;21(4):1521. doi: 10.3390/s21041521
AE Auto-encoder
AMI Advanced metering infrastructure
CDF Cumulative distribution function
DCU Data concentration unit
DRED Dutch residential energy dataset
DWT Discrete wavelet transformation
FFT Fast Fourier transformation
FS Frequency selective
HF High-frequency
ICT Information and communication technology
IoT Internet of things
LF Low-frequency
MAE Mean absolute error
MSE Mean squared error
NILM Non-intrusive load monitoring
NN Neural network
PCA Principal component analysis
PDF Probability density function
PReLU Parametric rectified linear unit
PSD Power spectral density
SCSAE Stacked convolutional sparse auto-encoder
STFT Short-time Fourier transform
SVD Singular value decomposition
SVM Support vector machine
T-SVD Truncated singular value decomposition