Iterative Taguchi Analysis: Optimizing the Austenite Content and Hardness In 52100 Steel

Mason, Perry; Prevéy, Paul S.

doi:10.1361/105994901770345286

Cited by 24 publications

(11 citation statements)

References 2 publications

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“…It minimizes to a great extent, the num- completed based on an analysis of minimal possible combinations of parameters or factors (Antony and Antony, 2001). Thus a Taguchi experiment can be accomplished within a limited time frame and at a reduced cost, with results comparable to that of a full factorial experiment (Mason and Prevey, 2001;Yang, 2001). More recent evidences have shown that wear resistance of steel components are enhanced by DCT at ultra-low temperature, such as liquid nitrogen temperature (i.e.…”

Section: Introductionmentioning

confidence: 99%

Optimization of cryogenic treatment to maximize the wear resistance of 18% Cr martensitic stainless steel by Taguchi method

Darwin

Lal

Nagarajan

2008

Journal of Materials Processing Technology

126

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Section: Introductionmentioning

confidence: 99%

Optimization of cryogenic treatment to maximize the wear resistance of 18% Cr martensitic stainless steel by Taguchi method

Darwin

Lal

Nagarajan

2008

Journal of Materials Processing Technology

126

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“…The Taguchi method is a powerful tool for designing high quality systems based on orthogonal array experiments that provide muchreduced variance for experiments with an optimum setting of process control parameters [13,14]. The method has also been widely used in engineering analysis to optimize performance characteristics through design parameter settings.…”

Section: Taguchi Methodsmentioning

confidence: 99%

“…The method has also been widely used in engineering analysis to optimize performance characteristics through design parameter settings. The Taguchi method is based on orthogonal arrays and analysis of variance (ANOVA) to minimize the number of experiments and to effectively improve product quality [14,15]. nanoparticles, type of base media, nanoparticles type and soaking time, these are process parameters that considered for this study.…”

Section: Taguchi Methodsmentioning

confidence: 99%

Effect of Quenching Media Variations on the Mechanical Behavior of Martensitic Stainless Steel

Hussein

Abbas

Hasan

2019

alkej

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The purpose of this study is designate quenching and tempering heat treatment by using Taguchi technique to determine optimal factors of heat treatment (austenitizing temperature, percentage of nanoparticles, type of base media, nanoparticles type and soaking time) for increasing hardness, wear rate and impact energy properties of 420 martensitic stainless steel. An (L18) orthogonal array was chosen for the design of experiment. The optimum process parameters were determined by using signal-to-noise ratio (larger is better) criterion for hardness and impact energy while (Smaller is better) criterion was for the wear rate. The importance levels of process parameters that effect on hardness, wear rate and impact energy properties were obtained by using analysis of variance which applied with the help of (Minitab18) software. The variables of quenching heat treatment were austenitizing temperature (985 C˚,1060 C˚),a soaking times (50,70 and 90 minutes) respectively, Percentage of volumetric fractions of nanoparticles with three different levels(0.01, 0.03 and 0.08 %) were prepared by dispersing nanoparticles that are (α-Al2O3,TiO2 and CuO) with base fluids (De-ionized water, salt solution and engine oil).The specimens were tempered at 700°C after quenching of nanofluids for (2 hours).The results for ( S/N) ratios showed the order of the factors in terms of the proportion of their effect on hardness, and wear rate properties as follow: Austenitizing temperature ( 1060 C˚),Type of base media (salt solution), Nanoparticles type (CuO), Percentage of nanoparticles (0.08%) and Soaking time(90min) was the least influence while for the impact energy were as follows: Type of base media (oil), Austenitizing temperature (985C˚), Percentage of nanoparticles (0.01%), Nanoparticles type (α-Al2O3) and last soaking time (50min).

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“…It minimizes to a great extent, the number of experiments required to achieve an optimal set of performance characteristics of the process, by means of incorporating readily available fractional factorial matrices or orthogonal arrays [17]. Thus a Taguchi experiment can be accomplished within a limited time frame and at a reduced cost, with results comparable to that of a full factorial experiment [18][19][20][21].…”

Section: List Of Symbols Dfmentioning

confidence: 99%

Design analysis of an experimental jet impingement study by using Taguchi method

Çelik

Turgut

2012

Heat Mass Transfer

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In current study design analysis of a specified impingement jet application is performed by use of Taguchi method. Some results from a previously done experimental study that includes the impingement of co-axial and single circular jets to the both roughened and smooth heated surfaces are handled. By use of Taguchi method, some results are obtained to show the effect of Reynolds numbers (Re = 20,000 and 40,000)

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Iterative Taguchi Analysis: Optimizing the Austenite Content and Hardness In 52100 Steel

Cited by 24 publications

References 2 publications

Optimization of cryogenic treatment to maximize the wear resistance of 18% Cr martensitic stainless steel by Taguchi method

Optimization of cryogenic treatment to maximize the wear resistance of 18% Cr martensitic stainless steel by Taguchi method

Effect of Quenching Media Variations on the Mechanical Behavior of Martensitic Stainless Steel

Design analysis of an experimental jet impingement study by using Taguchi method

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