Innovative methodologies for hard turning behavior optimization

Innovative methodologies for hard turning behavior optimization

Grey-Taguchi, RMS, NSGA-II, PSO, ANN and Ratio Scale Weighting methods

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Cutting of hardened steels is a topic of great interest for today's industrial production. They are widely used in the automotive, gear, bearing and tools and die industry. Traditionally hardened steels have been machined by the grinding process. However, grinding operations are time consuming and are limited to the range of geometries to be produced. Hence, hard turning is a developing technology that offers many potential benefits compared to grinding, which remains the standard finishing process for critical hardened steel surfaces. Some decisive factors leading to this manufacturing trend ...