The Versatility of the Taguchi Method: Optimizing Experiments Across Diverse Disciplines
Abstract The Taguchi method, a robust experimental design technique, establishes a strong connection between input and output variables. Known for its capacity to yield precise results with fewer trials and minimized errors, this method has gained widespread application in various fields such as eng...
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| Format: | Article |
| Language: | English |
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Springer
2024-10-01
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| Series: | Journal of Statistical Theory and Applications (JSTA) |
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| Online Access: | https://doi.org/10.1007/s44199-024-00093-9 |
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| author | Mohammed Wamique Hisam Amir Ahmad Dar Mohammed Osman Elrasheed Mohammad Shahfaraz Khan Rajat Gera Imran Azad |
| author_facet | Mohammed Wamique Hisam Amir Ahmad Dar Mohammed Osman Elrasheed Mohammad Shahfaraz Khan Rajat Gera Imran Azad |
| author_sort | Mohammed Wamique Hisam |
| collection | DOAJ |
| description | Abstract The Taguchi method, a robust experimental design technique, establishes a strong connection between input and output variables. Known for its capacity to yield precise results with fewer trials and minimized errors, this method has gained widespread application in various fields such as engineering, physics, chemistry, economics, finance, and more. In this paper, the authors examine the importance of the Taguchi orthogonal array method, its step-by-step optimization procedure, and its potential for future applications. Through a thorough literature review, the authors investigate how the Taguchi method has been effectively employed to identify key factors influencing response variables. The versatility of the Taguchi method becomes apparent when considering its applications across diverse disciplines. Researchers in engineering have successfully utilized this technique to optimize processes and enhance product quality. Furthermore, in scientific fields like physics and chemistry, the Taguchi method has proven invaluable for conducting experiments efficiently, resulting in more accurate and reproducible outcomes. Researchers gain critical insights into the effects of factors on the response variable by employing statistical tools such as mean analysis, variance analysis, and signal-to-noise ratio. The Taguchi method remains a valuable and broadly applicable tool for optimizing experiments and identifying influential factors across multiple disciplines. This paper’s extensive literature review emphasizes its significance in various fields and outlines the step-by-step procedure to leverage its potential for optimization. |
| format | Article |
| id | doaj-art-0f2d3f8255754ec9b338d521abf53fd0 |
| institution | Kabale University |
| issn | 2214-1766 |
| language | English |
| publishDate | 2024-10-01 |
| publisher | Springer |
| record_format | Article |
| series | Journal of Statistical Theory and Applications (JSTA) |
| spelling | doaj-art-0f2d3f8255754ec9b338d521abf53fd02024-12-29T12:50:00ZengSpringerJournal of Statistical Theory and Applications (JSTA)2214-17662024-10-0123436538910.1007/s44199-024-00093-9The Versatility of the Taguchi Method: Optimizing Experiments Across Diverse DisciplinesMohammed Wamique Hisam0Amir Ahmad Dar1Mohammed Osman Elrasheed2Mohammad Shahfaraz Khan3Rajat Gera4Imran Azad5College of Commerce and Business Administration, Dhofar UniversitySchool of Chemical Engineering and Physical Sciences, Lovely Professional UniversityDepartment of Management, College of Commerce & Business Administration, Dhofar UniversityCollege of Economics and Business Administration, University of Technology and Applied SciencesCluster Dean, Management, Economics, Commerce, Liberal studies, Director School of Management, OMBR, CMR UniversityCollege of Economics and Business Administration, University of Technology and Applied SciencesAbstract The Taguchi method, a robust experimental design technique, establishes a strong connection between input and output variables. Known for its capacity to yield precise results with fewer trials and minimized errors, this method has gained widespread application in various fields such as engineering, physics, chemistry, economics, finance, and more. In this paper, the authors examine the importance of the Taguchi orthogonal array method, its step-by-step optimization procedure, and its potential for future applications. Through a thorough literature review, the authors investigate how the Taguchi method has been effectively employed to identify key factors influencing response variables. The versatility of the Taguchi method becomes apparent when considering its applications across diverse disciplines. Researchers in engineering have successfully utilized this technique to optimize processes and enhance product quality. Furthermore, in scientific fields like physics and chemistry, the Taguchi method has proven invaluable for conducting experiments efficiently, resulting in more accurate and reproducible outcomes. Researchers gain critical insights into the effects of factors on the response variable by employing statistical tools such as mean analysis, variance analysis, and signal-to-noise ratio. The Taguchi method remains a valuable and broadly applicable tool for optimizing experiments and identifying influential factors across multiple disciplines. This paper’s extensive literature review emphasizes its significance in various fields and outlines the step-by-step procedure to leverage its potential for optimization.https://doi.org/10.1007/s44199-024-00093-9Taguchi methodAnalysis of mean (ANOM)Analysis of variance (ANOVA)Signal-to-noise ratio |
| spellingShingle | Mohammed Wamique Hisam Amir Ahmad Dar Mohammed Osman Elrasheed Mohammad Shahfaraz Khan Rajat Gera Imran Azad The Versatility of the Taguchi Method: Optimizing Experiments Across Diverse Disciplines Journal of Statistical Theory and Applications (JSTA) Taguchi method Analysis of mean (ANOM) Analysis of variance (ANOVA) Signal-to-noise ratio |
| title | The Versatility of the Taguchi Method: Optimizing Experiments Across Diverse Disciplines |
| title_full | The Versatility of the Taguchi Method: Optimizing Experiments Across Diverse Disciplines |
| title_fullStr | The Versatility of the Taguchi Method: Optimizing Experiments Across Diverse Disciplines |
| title_full_unstemmed | The Versatility of the Taguchi Method: Optimizing Experiments Across Diverse Disciplines |
| title_short | The Versatility of the Taguchi Method: Optimizing Experiments Across Diverse Disciplines |
| title_sort | versatility of the taguchi method optimizing experiments across diverse disciplines |
| topic | Taguchi method Analysis of mean (ANOM) Analysis of variance (ANOVA) Signal-to-noise ratio |
| url | https://doi.org/10.1007/s44199-024-00093-9 |
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