Application of the Taguchi Method in the Investigation of Influential Heat Treatment Factors in Steel Wires (2019)
- Authors:
- Autor USP: SILVA, MESSIAS BORGES - EEL
- Unidade: EEL
- DOI: 10.24940/ijird/2019/v8/i3/MAR19029
- Assunto: REGRESSÃO LINEAR
- Keywords: Taguchi method; desirability function; generalized reduced gradient; multiple linear regressions
- Language: Inglês
- Abstract: Statistical methods have been used to improve processes and accelerate industrial technological development.This study contributed to the investigation of the causes that can alter the mechanical properties in steel wires during the tempering process only for diameters 3.00 mm and 5.00 mm, used in the manufacture of valve springs and clutch for automobile follow-up. This research will show the application of the Taguchi Method, Desirability Method and Generalized Reduced Gradient to investigate the mechanical properties tensile strength, area reduction and hardness, in SAE 9254drawn steel wires. Data were generated from application of Design of Experiments Methodology (by means of the Minitab Statistical Software) and the results revealed which variableswereconsidered influential. The Multiple Linear regressionswerealso used to create mathematical models of the process.It was concluded that the tempering temperature and diameter are the factors that cause the increase or reduction of the variable responses’ tensile strength and hardnessof drawn steel wire SAE 9254during the tempering processandthat the factors investigated have not influence on the variable response area reduction.It was observed that with the application of the Taguchi Method it was possible to reduce the number of experiments to be carried out and thus it was possible to reduce the costs significantly. If instead of using the Taguchi Method a complete matrix 24would be required to perform 16 experiments with at least one repetition for each situation (so that it was possible to calculate the standard error). With this, 32 experiments would be carried out. In this case, with the use of the Taguchi method, the quantity of experiments was reduced to 8 experiments (without the need repetition), which represented the reduction of 75% in the costs of experimentation. It has been found that the statistical methods andoptimization methods studied in academic environments and often employed only on a small scale of production, in research laboratories or in simulators in universities, can also be applied In an industrial environment of large scale production, contributing to the solution of complex problems and being of important value for future technological innovations in the industries.
- Imprenta:
- Source:
- Título: International Journal of Innovative Research and Development
- ISSN: 2278-0211
- Volume/Número/Paginação/Ano: v.8, n.3, p.101-114, 2019
- Este periódico é de acesso aberto
- Este artigo NÃO é de acesso aberto
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ABNT
PIMENTA, Cristie Diego et al. Application of the Taguchi Method in the Investigation of Influential Heat Treatment Factors in Steel Wires. International Journal of Innovative Research and Development, v. 8, n. 3, p. 101-114, 2019Tradução . . Disponível em: https://doi.org/10.24940/ijird/2019/v8/i3/MAR19029. Acesso em: 19 fev. 2026. -
APA
Pimenta, C. D., Silva, M. B., Campos, R. L. de M., & Campos Junior, W. R. de. (2019). Application of the Taguchi Method in the Investigation of Influential Heat Treatment Factors in Steel Wires. International Journal of Innovative Research and Development, 8( 3), 101-114. doi:10.24940/ijird/2019/v8/i3/MAR19029 -
NLM
Pimenta CD, Silva MB, Campos RL de M, Campos Junior WR de. Application of the Taguchi Method in the Investigation of Influential Heat Treatment Factors in Steel Wires [Internet]. International Journal of Innovative Research and Development. 2019 ;8( 3): 101-114.[citado 2026 fev. 19 ] Available from: https://doi.org/10.24940/ijird/2019/v8/i3/MAR19029 -
Vancouver
Pimenta CD, Silva MB, Campos RL de M, Campos Junior WR de. Application of the Taguchi Method in the Investigation of Influential Heat Treatment Factors in Steel Wires [Internet]. International Journal of Innovative Research and Development. 2019 ;8( 3): 101-114.[citado 2026 fev. 19 ] Available from: https://doi.org/10.24940/ijird/2019/v8/i3/MAR19029 - Modeling and optimization of hybrid leachate treatment processes and scale-up of the process: Review
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Informações sobre o DOI: 10.24940/ijird/2019/v8/i3/MAR19029 (Fonte: oaDOI API)
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