abstract
- © 2018, Springer-Verlag London Ltd., part of Springer Nature. An experimental design to optimize machining surface roughness measured by Ra is developed in this paper. The objective is to develop a grinding lubricant containing nano particles as the main additive. A study of the influence of titanium dioxide (TiO2) nano particles in surface roughness measured on cutting tool applications for the metal-mechanic industry (with illustration on slitting knives) is performed. Literature shows that a concentration of nano particles less or equal than 0.1% in weight has a significant influence. A response surface statistical analysis with control variables: concentration of nano particle, and manufacturing variables as spindle speed and feed rate on grinding machines were included. The analysis on slitting knives determines that spindle speed and feed rate have not significant influence on the surface quality, meanwhile the nano particles weight percentage in the oil-based lubricant was the only significant influence in the study. Response surface methodology leads to the best nano particle proportion making a significant improvement on the value of Ra, from 0.9449 (for lubricant with no nano particles) to Ra of 0.2805 with the best nano particle weight proportion of 0.055%, an almost 69% improvement on the response. Since the metal-mechanic industry is intensive in cutting processes, which is fundamental for industrial steel product transformation, this study opens the way to analyze another cutting tools that can be benefited from other nano particle types and concentrations.