The number of engine tests were reduced by using Taguchi method.
Taguchi and ANOVA methods were used for optimization.
The optimal operating factors were identified for the best engine performance.
The engine tests were conducted at the different engine speed, CRs and ITs.
The results showed that this method could be used in the optimization of engines.