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. 2022 Nov 22;22(23):9060. doi: 10.3390/s22239060
SCADA Supervisory control and data acquisition
ML Machine learning
PID Proportional integral derivative
CRISP DM Cross Industry Standard Process for Data Mining
ONNX Open neural network exchange
PCA Principal component analysis
NN Neural network
LR Linear regression
SVM Support vector machine
RF Random forest
DT Decision tree
DL/DNN Deep neural learning/network
ANN Artificial neural network
RNN Recurrent neural networks
CNN Convolutional neural networks
XGBoost Extreme gradient boosting
SGD Stochastic gradient descent
ACC Accuracy
MCC Matthew’s correlation coefficient
ROC Receiver operating characteristic
AUC Area under the curve
MAE Mean absolute error
CEEMDA Complete ensemble empirical mode decomposition with adaptive noise
nRMSE Normalized RMSE
nMAE Normalized MAE
STLBO Simplified Teaching Learning Based Optimization
ANFIS Adaptive network based fuzzy inference system
PSO Particle swarm optimization
QK-CNN quad-kernel deep CNN
MPPT Maximum power point tracking
NSRDB National solar radiation data base
MPP Maximum power point
CGO Chaos game optimizer
CARO Applied chaotic reproduction optimization
RH Relative humidity
CSA Cuckoo search algorithm
BMO Bird Mating Optimization algorithm
MSSO Modified simplified swarm optimization algorithm
CI Cloud index
WS Wind speed
Pr pressure
MD QPSO Multidimensional quantum behaved particle swarm optimization
C-LSTM Constrained LSTM
kNN k-Nearest Neighbors
ETR Extra trees regressor
RMSE Root-mean square error
CWT Continuous wavelet transform
IFR Infrared
UAV Unmanned Aerial Vehicle
IS Isolation Forest
LOF Local Outlier Factor
STC Standard test conditions
DQL Deep Q-learning
DDPG deep deterministic policy gradient
RBF NN radial basis function neural network
TCT Total-cross-tied
SD-PAR Shade Dispersion Physical Array Relocation
MHHO Modified Harris Hawks Optimizer
BPFPA Bee Pollinated Flower Pollination Algorithm
FPA Flower Pollination Algorithm
MPCOA Mutative Scale Parallel Chaos Optimization Algorithm
MFNN Modified fuzzy neural net
R-JADE Repaired adaptive differential evolution
TVIWAC PSO PSO with time varying inertia weight and acceleration coefficients
BBO-HCS Biogeography optimization algorithm based heterogeneous cuckoo search
ABC Artificial Bee Colony
NMS Nelder Mead algorithm
BBO Biogeography Based Optimization
LM Levenberg–Marquardt
PSA Parallel Swarm Algorithm
IADE Improved Adaptive Differential Evolution
GGHS Grouping based global harmony search
ABSO Artificial Bee Swarm Optimization
IGHS Innovative Global Harmony Search
HS Harmony Search
SA Simulated Annealing