Spindle speed, feed rate and depth of cut were selected as the machining parameters to analyse their effect on surface roughness and power consumption while performing turning operation. A total of 15 experiments were carried out with different combination of the levels of input parameter. Among them, first five readings were taken with different spindle speed keeping feed rate 0.08 mm/rev and depth of cut 0.4 mm constant.