Optimization of machining parameters for turning operation with multiple quality characteristics using Grey relational analysis
Franko Puh
orcid.org/0000-0003-2467-0394
; Uljanik Strojogradnja d.d., Flaciusova 1, p.p. 114, HR-52100 Pula, Croatia
Zoran Jurkovic
orcid.org/0000-0002-7202-156X
; Department of Industrial Engineering and Management, Faculty of Engineering, University of Rijeka, Vukovarska 58, HR-51000 Rijeka, Croatia
Mladen Perinic
orcid.org/0000-0003-3028-8466
; Department of Industrial Engineering and Management, Faculty of Engineering, University of Rijeka, Vukovarska 58, HR-51000 Rijeka, Croatia
Miran Brezocnik
; Production Engineering Institute, Faculty of Mechanical Engineering, University of Maribor Smetanova 17, SI-2000 Maribor, Slovenia
Stipo Buljan
; Federal Ministry of Energy, Mining and Industry, A. Šantića bb, BA-88000 Mostar, Bosnia and Herzegovina
APA 6th Edition Puh, F., Jurkovic, Z., Perinic, M., Brezocnik, M. i Buljan, S. (2016). Optimization of machining parameters for turning operation with multiple quality characteristics using Grey relational analysis. Tehnički vjesnik, 23 (2), 377-382. https://doi.org/10.17559/TV-20150526131717
MLA 8th Edition Puh, Franko, et al. "Optimization of machining parameters for turning operation with multiple quality characteristics using Grey relational analysis." Tehnički vjesnik, vol. 23, br. 2, 2016, str. 377-382. https://doi.org/10.17559/TV-20150526131717. Citirano 26.02.2021.
Chicago 17th Edition Puh, Franko, Zoran Jurkovic, Mladen Perinic, Miran Brezocnik i Stipo Buljan. "Optimization of machining parameters for turning operation with multiple quality characteristics using Grey relational analysis." Tehnički vjesnik 23, br. 2 (2016): 377-382. https://doi.org/10.17559/TV-20150526131717
Harvard Puh, F., et al. (2016). 'Optimization of machining parameters for turning operation with multiple quality characteristics using Grey relational analysis', Tehnički vjesnik, 23(2), str. 377-382. https://doi.org/10.17559/TV-20150526131717
Vancouver Puh F, Jurkovic Z, Perinic M, Brezocnik M, Buljan S. Optimization of machining parameters for turning operation with multiple quality characteristics using Grey relational analysis. Tehnički vjesnik [Internet]. 2016 [pristupljeno 26.02.2021.];23(2):377-382. https://doi.org/10.17559/TV-20150526131717
IEEE F. Puh, Z. Jurkovic, M. Perinic, M. Brezocnik i S. Buljan, "Optimization of machining parameters for turning operation with multiple quality characteristics using Grey relational analysis", Tehnički vjesnik, vol.23, br. 2, str. 377-382, 2016. [Online]. https://doi.org/10.17559/TV-20150526131717
APA 6th Edition Puh, F., Jurkovic, Z., Perinic, M., Brezocnik, M. i Buljan, S. (2016). Optimizacija parametara obrade tokarenja s više kriterija kvalitete uporabom Grey relacijske analize. Tehnički vjesnik, 23 (2), 377-382. https://doi.org/10.17559/TV-20150526131717
MLA 8th Edition Puh, Franko, et al. "Optimizacija parametara obrade tokarenja s više kriterija kvalitete uporabom Grey relacijske analize." Tehnički vjesnik, vol. 23, br. 2, 2016, str. 377-382. https://doi.org/10.17559/TV-20150526131717. Citirano 26.02.2021.
Chicago 17th Edition Puh, Franko, Zoran Jurkovic, Mladen Perinic, Miran Brezocnik i Stipo Buljan. "Optimizacija parametara obrade tokarenja s više kriterija kvalitete uporabom Grey relacijske analize." Tehnički vjesnik 23, br. 2 (2016): 377-382. https://doi.org/10.17559/TV-20150526131717
Harvard Puh, F., et al. (2016). 'Optimizacija parametara obrade tokarenja s više kriterija kvalitete uporabom Grey relacijske analize', Tehnički vjesnik, 23(2), str. 377-382. https://doi.org/10.17559/TV-20150526131717
Vancouver Puh F, Jurkovic Z, Perinic M, Brezocnik M, Buljan S. Optimizacija parametara obrade tokarenja s više kriterija kvalitete uporabom Grey relacijske analize. Tehnički vjesnik [Internet]. 2016 [pristupljeno 26.02.2021.];23(2):377-382. https://doi.org/10.17559/TV-20150526131717
IEEE F. Puh, Z. Jurkovic, M. Perinic, M. Brezocnik i S. Buljan, "Optimizacija parametara obrade tokarenja s više kriterija kvalitete uporabom Grey relacijske analize", Tehnički vjesnik, vol.23, br. 2, str. 377-382, 2016. [Online]. https://doi.org/10.17559/TV-20150526131717
Sažetak Optimization of machining processes is essential for achieving of higher productivity and high quality products in order to remain competitive. This study investigates multi-objective optimization of turning process for an optimal parametric combination to provide the minimum surface roughness (Ra) with the maximum material-removal rate (MRR) using the Grey–Based Taguchi method. Turning parameters considered are cutting speed, feed rate and depth of cut. Nine experimental runs based on Taguchi’s L9 (34) orthogonal array were performed followed by the Grey relational analysis to solve the multi-response optimization problem. Based on the Grey relational grade value, optimum levels of parameters have been identified. The significance of parameters on overall quality characteristics of the cutting process has been evaluated by the analysis of variance (ANOVA). The optimal parameter values obtained during the study have been validated by confirmation experiment.