AI |
Artificial intelligence |
ANN |
Artificial neural network |
BOD5 |
Five-day biochemical oxygen demand |
BSM2 |
Benchmark simulation model no. 2 |
CL |
Closed loop |
COD |
Chemical oxygen demand |
DTW |
Dynamic time warping |
EQI |
Effluent quality index |
FN |
False negatives |
FP |
False positives |
GRU |
Gated Recurrent Unit |
LSTM |
Long Short-Term Memory |
MAE |
Mean absolute error |
MAPE |
Absolute percentage error |
MATLAB |
Matrix laboratory |
ML |
Machine learning |
MPC |
Model predictive controller |
MSE |
Mean squared error |
NN |
Neural network |
OL |
Open loop |
R2 |
Coefficient of determination |
RF |
Random Forest |
SNKj |
Kjeldahl nitrogen |
SNO |
Nitrate nitrogen |
TN |
True Negatives |
TP |
True Positives |
TSS |
Total suspended solids |
WWTP |
Wastewater treatment plant |