Terminology Information List

Background

Smart grid	Load forecasting	CCHP	STLF	ML
DL	Multi-step ahead forecasting	Long-term dependency	Gradient vanishing	VSTLF
MTLF	LTLF	Statistical model	AI	Clustering
Classification	Long-term time series forecasting	Time series forecasting	Multivariate forecasting	Univariate forecasting
RES	ESS	EMS

 

Model

LR	XGBoost	RF	DNN	PCA
ELM	FFNN	NN	DCCN	BiLSTM
LSTM	CNN	CNN-LSTM	ARMAX	OE
ARX	KNN	ANN	Autoformer	MA
BPN	SVR	RNN	Transformer	MLP
ES	MLR	Persistence

 

Algorithm

Boosting	Bagging	LM	CMIFS	PSO
GA	Adam	Min-Max Scaling	DFT	DWT
RW	STL	Fourier analysis	Xavier initialization

 

Module

SELU	Short receptive field	ReLU	LReLU	PReLU
ELU

 

Indicator

CVRMSE	MAPE	MSE	MASE

 

Etc.

Wilcoxon test	Friedman test

 

[2023.02.19] Update Persistence