The study investigates the use of biodiesel blends, specifically methyl ester of palm kernel oil and eucalyptus oil, in a single-cylinder diesel engine, revealing that a 50% blend of these oils can improve engine performance and reduce emissions. The results indicate a 2.6% increase in brake thermal efficiency and significant reductions in smoke, unburnt hydrocarbons, and carbon monoxide emissions compared to standard diesel fuel. However, there is a slight increase in nitrogen oxide emissions due to the higher oxygen content of the biodiesel blend, which contributes to more complete combustion but also raises combustion temperatures.