Maximizing efficacy in marine engines is paramount for boat operators. Achieving optimal fuel economy while minimizing pollutants is essential in ensuring both environmental responsibility and operational cost-effectiveness. A comprehensive understanding of the variables influencing engine functionality is key to unlocking substantial improvements