AdaBoost |
Adaptive Boosting |
AFC-STLF |
Accurate Fast Converging Short-Term Load forecast |
ANFIS |
Adaptive Neuro-Fuzzy Inference System |
ANN |
Artificial Neural Network |
ANOVA |
Analysis of Variance |
AR |
Auto-Regressive |
ARCH |
Auto-Regressive Conditional Heteroscedasticity |
ARIMA |
Auto-Regressive Integrated Moving Average |
ARMA |
Auto-Regressive and Moving Average |
B-LSTM |
Bidirectional Long Short-Term Memory |
BM |
Boltzmann Machines |
CBT |
Customer Behavior Trial |
CER |
Commission for Energy Regulation |
CFSCNN |
Combine Feature Selection Convolutional Neural Network |
CNN |
Convolutional Neural Network |
CRBM |
Conditional Restricted Boltzmann Machine |
CV-RMSE |
Cumulative Variation of Root Mean Square Error |
DB-SVM |
Density Based Support Vector Machine |
DBN |
Deep Belief Network |
DDQN |
Dueling Deep-Q Network |
DNN |
Deep Neural Network |
DQN |
Deep Q-Network |
DRL |
Deep Reinforcement Learning |
DRNN |
Deep Recurrent Neural Network |
DT |
Decision Tree |
ECLAT |
Equivalence Class Transformation |
EDM |
Électricité de Mayotte |
ELM |
Elaboration Likelihood Model |
Elman RNN |
Elman Recurrent Neural Network |
ENTSO-E |
European Network of Transmission System Operators for Electricity |
FA |
Firefly Algorithm |
FCRBM |
Factored Conditioned Restricted Boltzmann Machine |
F-P |
Frequent Pattern |
GAN |
Generative Adversarial Network |
GBRT |
Gradient Boosted Regression Trees |
GDP |
Gross Domestic Product |
GRU |
Gated Recurrent Units |
GWDO |
Genetic Wind Driven Optimization |
HR |
Hit Rate |
IoT |
Internet of Things |
IRBDNN |
Iterative Resblocks Based Deep Neural Network |
ISO-NE |
Independent System Operator New England |
ISO NECA |
ISO New England Control Area |
KNN |
K-nearest Neighbors |
LDA |
Linear Discriminant Analysis |
LR |
Linear Regression |
LSTM |
Long Short-Term Memory |
LSTM-RNN |
Long Short-Term Memory Recurrent Neural Network |
MAE |
Mean Absolute Error |
MAM |
Moving Average Model |
MAPE |
Mean Absolute Percentage Error |
METAR |
Meteorological Terminal Aviation Routine |
MI-ANN |
Multiple Instance Artificial Neural Network |
MIDC |
Measurement and Instrumentation Data Centre |
MLP |
Multilayer Perceptron |
MMI |
Modified Mutual Information |
MT-BNN |
Multitask Bayesian Neural Network |
NB |
Naive Bayes |
NLR |
Non-Linear Regression |
NRMSE |
Normalized Root Mean Squared Error |
OLS |
Ordinary Least Squares Regression |
PCA |
Principal Components Analysis |
PDF |
Probability Distribution Function |
PICP |
Prediction Interval Coverage Percentage |
PLS |
Partial Least-Square |
PLSTM |
Pooling-based Long Short-Term Memory |
PSO |
Particle Swarm Optimization |
Pyramid-CNN |
Pyramid Convolutional Neural Network |
QLSTM |
Quantile Long Short-Term Memory |
QRF |
Quantile Regression Forest |
QRGB |
Quantile Regression Gradient Boosting |
RBM |
Restricted Boltzmann Machine |
REDD |
Reference Energy Disaggregation Data Set |
RF |
Random Forest |
RFE |
Recursive Feature Elimination |
RL |
Reinforcement Learning |
RMSE |
Root Mean Squared Error |
RNN |
Recurrent Neural Network |
RTPIS |
Real-Time Power and Intelligent Systems |
S2S |
Sequence to Sequence |
SD |
Spectral Decomposition |
SGD |
Stochastic Gradient Descent |
SGSC |
Smart Grid Smart City |
SME |
Small and Medium Enterprise |
SS |
State-Space |
SVM |
Support Vector Machine |
SVR |
Support Vector Regression |
UKDALE |
UK Domestic Appliance-Level Electricity |
WT-ANN |
Wavelet Transform-Artificial Neural Network |
XGBoost |
Extreme Gradient Boosting |