Biodiesel yield and exergy efficiency were used as a decision-making tool.
Yield increased significantly with increasing ultrasound intensity and time.
Ultrasound irradiation could significantly enhance exergy efficiency.
Extra concentration of solvents reduced exergy efficiency.
In-Situ Transesterification could be optimized using artificial neural networks.