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. 2023 Jan 28;23(3):1467. doi: 10.3390/s23031467
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