The emerging demand for present and future research work to environment conscious machining is high surface integrity of machined workpiece. Researchers are continuously working to meet intrinsic and strict international standards with close tolerance limits for the fabrication of hard engineering materials. Cryogenic cooling with liquid nitrogen at the interface of tool and workpiece may provide a better alternative than conventional cutting fluids during turning operation. Design of experiments using Taguchi based L18 in dry and LN2 machining conditions has been used to carry the experiments with TiN coated tungsten carbide cutting inserts on the workpiece of AISI D3 steel alloy. The separate probability plot of surface roughness, cutting force, flank wear length and temperature at 95% of confidence level have been analysed for optimization and investigation of the experiment. ANOVA has been used to determine the effect of the contribution of control factors. The machining condition has the highest effect on the percentage contribution for surface roughness, cutting force, flank wear length and temperature as 62.42%, 59.77%, 70.03% and 49.69% respectively. The other contributing factors in order of decreasing effect have been observed as cutting speed, feed and depth of cut for machining characteristics. The predicted values at the optimized level have been confirmed by the actual performance of the experimental run. Regression models have been developed. R-Sq values for surface roughness, cutting force, flank wear length and temperature have been found as 83.02%, 84.58%, 77.85% and 81.09%. SEM images of cutting inserts depict the crater wear, built up edge and adhesive wear during dry where as negligible wear in cryogenic atmospheric turning operations. The EDS images of machined workpiece depict the Fe has major composition.
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