Sadra Shadkani

Advanced physics-enhanced machine learning and empirical approaches for estimating the oxygen transfer alpha factor in activated sludge.

Accurate estimation of the α0-factor, representing oxygen transfer efficiency under non-steady-state conditions, is critical for energy-efficient aeration in wastewater treatment. This study presents four novel empirical equations, derived from three years of full-scale data across four WWTPs. The proposed formulations...