Maximizing output in marine engines is paramount for boat operators. Achieving optimal fuel economy while minimizing pollutants plays a crucial role in ensuring both environmental responsibility and operational cost-effectiveness. A comprehensive understanding of the factors influencing engine operation is key to unlocking significant improvements