Application of Taguchi method in the optimization of cutting parameters for surface roughness in turning

Nalbant, Muammer; Gökkaya, Hasan; Sur, Gökhan

doi:10.1016/j.matdes.2006.01.008

Cited by 573 publications

(307 citation statements)

References 6 publications

Supporting

Mentioning

299

Contrasting

Unclassified

Order By: Relevance

“…In addition, an analysis of variance (ANOVA) determines the statistically significant process parameters. After the analyses (S/N and ANOVA) have been conducted, a confirmation experiment is performed to verify the optimal process parameters acquired from the parameter design (Taguchi et al 1989;Nalbant et al 2007;Gologlu and Sakarya 2008). Some researchers have reported on the effect of cutting speed and feed rate on surface roughness in wood and wood-based materials by milling and drilling of a CNC router (Davim et al 2009;Sutcu and Karagoz 2012;Sutcu 2013;Valarmathi et al 2013).…”

Section: Introductionmentioning

confidence: 99%

Determination of Optimal Machining Parameters of Massive Wooden Edge-Glued Panels Made of European larch (Larix decidua Mill.) using Taguchi Design Method

Sofuoğlu¹

2015

BioResources

View full text Add to dashboard Cite

In this paper, the optimization of computer numerical control (CNC) machining parameters were conducted using the Taguchi design method on the surface quality of massive wooden edge glued panels (EGP) made of European larch (Larix decidua Mill). Three machining parameters and their effects on surface roughness were evaluated. These parameters included tool clearance strategy, spindle speed, and feed rate. An analysis of variance (ANOVA) was performed to identify the significant factors affecting the surface roughness (Ra and Rz). Optimum machining parameter combinations were acquired by conducting an analysis of the signal-to-noise (S/N) ratio. Optimal cutting performance for the Ra and Rz was obtained for the cutter at a tool clearance strategy of an offset 16000 rpm spindle speed and 1000 mm/min feed rate. The surface roughness, both the Ra and Rz, increased with increasing feed rate. Optimal cutting performance for Ra and Rz was obtained for a tool clearance strategy of an offset 16000 rpm spindle speed, and 1000 mm/min feed rate cutting settings. Based on the confirmation tests, Ra decreased 2.2 times and Rz 1.8 times compared to the starting cutting parameters.

show abstract

Section: Introductionmentioning

confidence: 99%

Determination of Optimal Machining Parameters of Massive Wooden Edge-Glued Panels Made of European larch (Larix decidua Mill.) using Taguchi Design Method

Sofuoğlu¹

2015

BioResources

View full text Add to dashboard Cite

show abstract

“…The optimal values of machining parameters that contribute to minimum R a are 85 mm/min for feed rate which in level +1, 1100 rpm for spindle speed which in level +1, 60 mm for depth of the hole which in level +1 and 40 ml/ hour for number of drops of MQL which in level +1. The lower the better (LB) category of S/N ratio has been selected for R a and used to identify the optimal level of machining parameters [8]. The calculation of LB category can be referred in Eq.1.…”

Section: Resultsmentioning

confidence: 99%

An experimental result of surface roughness machining performance in deep hole drilling

et al. 2016

View full text Add to dashboard Cite

Abstract. This study presents an experimental result of a deep hole drilling process for Steel material at different machining parameters which are feed rate (f), spindle speed (s), the depth of the hole (d) and MQL, number of drops (m) on surface roughness, R a . The experiment was designed using two level full factorial design of experiment (DoE) with centre points to collect surface roughness, R a values. The signal to noise (S/N) ratio analysis was used to discover the optimum level for each machining parameters in the experiment.

show abstract

“…They also developed a secondary surface-response model for a prior detection of any geometric error. Nalbant et al 20 used the Taguchi method to find the optimum cutting parameters for the surface roughness in turning. They provided experimental results to illustrate the effectiveness of this approach.…”

Section: Taguchi Methods and Anovamentioning

confidence: 99%

Application of the Taguchi method to select the optimum cutting parameters for tangential cylindrical grinding of AISI D3 tool steel

Özay¹,

Ballikaya²,

Savaş³

2016

Mater. Tehnol.

View full text Add to dashboard Cite

The purpose of this research was an analysis of the optimum cutting conditions for the lowest surface roughness in tangential cylindrical grinding of the AISI D3 tool steel using the Taguchi method. In this experimental investigation, the surface roughness with various wheel speeds, workpiece speeds, feed rates and depths was observed. The surface roughness was investigated employing the Taguchi design of experiments and an analysis of variance (ANOVA). Significant machining parameters were identified using the signal-to-noise ratio. The results of the experiments indicate that the wheel speed and feed rate have dominating effects on the surface roughness during the cutting. The developed new grinding process can be used in the machining industries in order to determine the optimum cutting parameters for the minimum surface roughness. Keywords: tangential cylindrical grinding, Taguchi method, surface roughness, ANOVÂ lanek predstavlja analizo optimalnih pogojev rezanja s Taguchi metodo, za doseganje najmanj{e hrapavosti pri tangencialnem cilindri~nem bru{enju orodnega jekla AISI D3. Pri teh eksperimentih je bila opazovana hrapavost povr{ine pri razli~nih hitrostih kolesa, razli~nih hitrostih obdelovanca ter razli~nih hitrostih in globinah podajanja. Povr{inska hrapavost je bila preiskovana z uporabo Taguchi-jeve postavitve preizkusov in analize variance (ANOVA). Pomembni parametri obdelave so bili identificirani z uporabo razmerja signal -hrup. Rezultati eksperimentov ka`ejo, da imata hitrost kolesa in hitrost podajanja prevladujo~o vlogo pri hrapavosti povr{ine in parametrih rezanja. Razvoj novega postopka bru{enja se lahko uporabi v strojni industriji za dolo~anje optimalnih pogojev rezanja pri minimalni hrapavosti povr{ine. Klju~ne besede: tangencialno cilindri~no bru{enje, Taguchi metoda, hrapavost povr{ine, ANOVA

show abstract

Application of Taguchi method in the optimization of cutting parameters for surface roughness in turning

Cited by 573 publications

References 6 publications

Determination of Optimal Machining Parameters of Massive Wooden Edge-Glued Panels Made of European larch (Larix decidua Mill.) using Taguchi Design Method

Determination of Optimal Machining Parameters of Massive Wooden Edge-Glued Panels Made of European larch (Larix decidua Mill.) using Taguchi Design Method

An experimental result of surface roughness machining performance in deep hole drilling

Application of the Taguchi method to select the optimum cutting parameters for tangential cylindrical grinding of AISI D3 tool steel

Contact Info

Product

Resources

About