Abstract: The aim of this article is to optimize the process parameters for turning operation by use of Taguchi and Principal component analysis method. The aim of the present work is to investigate the effects of process parameters on surface finish and material removal rate (MRR) to obtain the optimal setting of these process parameters as product with good finishing surface is desirable in turning process with minimum machining cost.