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. 2022 Jun 8;22(12):4342. doi: 10.3390/s22124342
AdaBoost Adaptive Boosting
AdaGrad Adaptive Gradient algorithm
Adam Adaptive Movement Estimation
ACE Average Coverage Error
Adaptive LR Adaptive Linear Regression
AFC Accurate and Fast Converging
ANN Artificial Neural Network
ARIMA Autoregressive Integrated Moving Average
ARMA Autoregressive Moving Average
ARMAX Autoregressive-Moving-Average Model With Exogenous Inputs
BiGRU Bidirectional Gated Recurrent Unit
BP Back Propagation
BPNN Back Propagation Neural Network
BR Bayesian Regularization
C-DDPG Centralized Based Deep Deterministic Policy Gradient
CDF Cumulative Distribution Function
CEEMDAN Complete Ensemble Empirical Mode Decomposition Adaptive Noise
CGA Chaos Search Genetic Algorithm
CGASA Chaos Search Genetic Algorithm Furthermore, Simulated Annealing
CNN Convolutional Neural Network
CRBM Convolutional Restricted Boltzmann Machine
DBN Deep Belief Network
DNN Deep Neural Network
DPCS Distributed Power Consumption Scheduling
DSGC Decentral Smart Grid Control
DT Decision Tree
ECNN Enhanced Convolutional Neural Network
ELM Extreme Learning Machine
ENN Elman Neural Network
ESS Energy Storage Systems
FA Forecast Accuracy
FF Feedforward
FFNN Feedforward Neural Network
FS Forecast Skill
GA Genetic Algorithm
GBR Gradient Boosting Regression
GDM Gradient Descent Method
GRU Gated Recurrent Unit
HR Hit Rate
IBR Inclining Block Rate
IRBDNN Iterative Resblock Based Deep Neural Network
KNN k-Nearest Neighbors
LBPP Load Based Pricing Policy
LGBM Light Gradient Boosting Machine
LIF Leaky Integrate and Fire Neuron
LM Levenberg–Marquardt
LMS Lagrange Multiplier Selection
LQE Link Quality Estimation
LSSVR Least Squares Support Vector Regression
LVQ Learning Vector Quantization
MABE Mean Absolute Bias Error
MAD Median Absolute Deviation
MAE Mean Absolute Error
MAPE Mean Absolute Percentage Error
MBE Mean Biased Error
MCC Matthews Correlation Coefficient
MdBP Modified Back Propagation
MER Mean Error Rate
MI-ANN Mutual Information Artificial Neural Network
MLP Multi-Layer Perceptron
MLR Multi-variable Linear Regression
MLSTM Multiplicative Long Short-Term Memory
MNE Mean Normalized Error
MPE Mean Percentage Error
MSE Mean Square Error
Nadam Nesterov-accelerated Adaptive Moment Estimation
NARX Nonlinear Autoregressive Network With Exogenous Inputs
NN Neural Network
NRMSE Normalized Root Mean Square Error
PAR Peak To Average Ratio
PDF Probability Density Function
PDNN Pooling Based Deep Neural Network
PICP Prediction Interval Coverage Probability
PINC Prediction Interval Nominal Confidence
PSO Particle Swarm Optimization
PTECC Proportion Of Total Energy Classified Correctly
PV Photo Voltaic
R Correlation Coefficient
RBF Radial Basis Function
RBFNN Based Radial Basis Function
RDNN Recurrent Deep Neural Network
RE Relative Error
ReLU Rectified Linear Activation Unit
RES Renewable Energy Sources
RF Random Forest
RL Reinforcement Learning
RMSE Root Mean Square Error
RNN Recurrent Neural Network
RTEP Real Time Electrical Pricing
RTP Real Time Price
SAE Sparse Auto Encoder
SCG Scaled Conjugate Gradient
SMP Spot Market Price
SNN Spiking Neural Network
SNR Signal to Noise Ratio
SoC Speed of Convergence
SPREAD Spread of Radial Basis Functions
SSA Salp Swam Algorithm
STLF Short Term Load Forecasting
STW Sliding Time Window
SVM Support Vector Machine
SWAA Sample Weighted Average Approximation
Tanh Hyperbolic Tangent Function
WNN Wavelet Neural Network
WOA Whale Optimization Algorithm
WRNN Wavelet Recurrent Neural Network
XGB Extreme Gradient Boosting