The document investigates the impact of air swirl generated by intake manifold modifications on the performance and emissions of a single-cylinder direct injection diesel engine. Experimental results show that the modified inlet manifold configurations improved brake thermal efficiency by 10%, reduced brake specific fuel consumption by 17.4%, and lowered carbon emissions significantly compared to the normal engine. Future work suggests varying blade angles and numbers for further optimization of airflow and combustion efficiency.