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Optimization of machining parameters for turning operation with multiple quality characteristics using Grey relational analysis


Puh, Franko; Jurkovic, Zoran; Perinic, Mladen; Brezocnik, Miran; Buljan, Stipo
Optimization of machining parameters for turning operation with multiple quality characteristics using Grey relational analysis // Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku, 23 (2016), 2; 377-382 doi:10.17559/TV-20150526131717 (međunarodna recenzija, članak, znanstveni)


Naslov
Optimization of machining parameters for turning operation with multiple quality characteristics using Grey relational analysis

Autori
Puh, Franko ; Jurkovic, Zoran ; Perinic, Mladen ; Brezocnik, Miran ; Buljan, Stipo

Izvornik
Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku (1330-3651) 23 (2016), 2; 377-382

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
ANOVA; Grey relational analysis; multi-objective optimization; Taguchi method; turning

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.

Izvorni jezik
Engleski

Znanstvena područja
Strojarstvo



POVEZANOST RADA


Ustanove
Tehnički fakultet, Rijeka

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
  • Scopus


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