Keywords: AAC; average of absolute of coefficients; AARD; absolute average relative deviation; AI; artificial intelligence; ANN; artificial neural network; CFB; cascade-forward back-propagation; DO; dissolved oxygen; FRFF; fourth roots of fouling factor; GR; genera