The Versatility of the Taguchi Method: Optimizing Experiments Across Diverse Disciplines

被引:4
作者
Hisam, Mohammed Wamique [1 ]
Dar, Amir Ahmad [2 ]
Elrasheed, Mohammed Osman [3 ]
Khan, Mohammad Shahfaraz [4 ]
Gera, Rajat [5 ]
Azad, Imran [4 ]
机构
[1] Dhofar Univ, Coll Commerce & Business Adm, Salalah, Oman
[2] Lovely Profess Univ, Sch Chem Engn & Phys Sci, Phagwara, Punjab, India
[3] Dhofar Univ, Coll Commerce & Business Adm, Dept Management, Salalah, Oman
[4] Univ Technol & Appl Sci, Coll Econ & Business Adm, Salalah, Oman
[5] CMR Univ, Director Sch Management, Cluster Dean Management Econ Commerce Liberal Stud, OMBR, Bangalore, India
来源
JOURNAL OF STATISTICAL THEORY AND APPLICATIONS | 2024年 / 23卷 / 04期
关键词
Taguchi method; Analysis of mean (ANOM); Analysis of variance (ANOVA); Signal-to-noise ratio; 3D PRINTING PARAMETERS; FIRM PERFORMANCE; USER EXPERIENCE; OPTIMIZATION; DESIGN; SYSTEM; FORCE;
D O I
10.1007/s44199-024-00093-9
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
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.
引用
收藏
页码:365 / 389
页数:25
相关论文
共 82 条
  • [41] Optimization of 3D printed parameters for socket prosthetic manufacturing using the taguchi method and response surface methodology
    Lestari, Wahyu Dwi
    Adyono, Ndaru
    Faizin, Ahmad Khairul
    Haqiyah, Aridhotul
    Sanjaya, Kadek Heri
    Nugroho, Asep
    Kusmasari, Wyke
    Ammarullah, Muhammad Imam
    [J]. RESULTS IN ENGINEERING, 2024, 21
  • [42] Optimization of user experience in mobile application design by using a fuzzy analytic-network-process-based Taguchi method
    Li, Yongfeng
    Zhu, Liping
    [J]. APPLIED SOFT COMPUTING, 2019, 79 : 268 - 282
  • [43] Optimization of user experience in interaction design through a Taguchi-based hybrid approach
    Li, Yongfeng
    Zhu, Liping
    [J]. HUMAN FACTORS AND ERGONOMICS IN MANUFACTURING & SERVICE INDUSTRIES, 2019, 29 (02) : 126 - 140
  • [44] Optimization of machining parameters in magnetic force assisted EDM based on Taguchi method
    Lin, Yan-Cherng
    Chen, Yuan-Feng
    Wang, Der-An
    Lee, Ho-Shiun
    [J]. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2009, 209 (07) : 3374 - 3383
  • [45] Runoff retention assessment for extensive green roofs and prioritization of structural factors at runoff plot scale using the Taguchi method
    Liu, Wen
    Feng, Qi
    Chen, Weiping
    Wei, Wei
    Si, Jianhua
    Xi, Haiyang
    [J]. ECOLOGICAL ENGINEERING, 2019, 138 : 281 - 288
  • [46] Conducting a parametric study on microgrid energy and economic performance with system optimization using Taguchi-ANOVA approach
    Ma, Xiumei
    Joybari, Mahmood Mastani
    Luo, Jianing
    Liu, Jianwei
    Lai, Kee-hung
    [J]. JOURNAL OF ENERGY STORAGE, 2024, 97
  • [47] Madhavi SK, 2017, MATER TODAY-PROC, V4, P1937, DOI 10.1016/j.matpr.2017.02.039
  • [48] APPLICATION OF TAGUCHI METHOD FOR PROCESS ENHANCEMENT OF ONLINE CONSOLIDATION TECHNIQUE
    MAZUMDAR, SK
    HOA, SV
    [J]. COMPOSITES, 1995, 26 (09): : 669 - 673
  • [49] Mohamad A.B., 2012, ICADME, P27
  • [50] Optimization of Wire EDM process parameters using Taguchi technique
    Mohamed, M. Fakkir
    Lenin, K.
    [J]. MATERIALS TODAY-PROCEEDINGS, 2020, 21 : 527 - 530