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Turning tests with coated tungsten carbide tools were performed using AISI 1045 medium carbon steel as work material. Differently from the published literature, a statistical analysis based on the multivariate one-way analysis of variance (MANOVA) was applied to the data obtained using a Box-Behnken experimental design. In order to identify the combination of parameters (slenderness ratio, cutting speed, feed rate and depth of cut) levels which simultaneously optimize the responses of interest (surface roughness, run-out and diameter deviation), a multivariate optimization method based on principal component analysis (PCA) and generalized reduced gradient (GRG) was employed.<\/p>","DOI":"10.4018\/ijmmme.2012100102","type":"journal-article","created":{"date-parts":[[2012,12,26]],"date-time":"2012-12-26T10:44:16Z","timestamp":1356518656000},"page":"12-31","source":"Crossref","is-referenced-by-count":3,"title":["Multivariate Optimization of the Cutting Parameters when Turning Slender Components"],"prefix":"10.4018","volume":"2","author":[{"given":"A.R. 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