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
  • [1] Afzal S., 2018, 2018 INT C CIRC SYST, P1
  • [2] Evaluation of Mechanical Properties of Epoxy/Nanoclay/Multi-Walled Carbon Nanotube Nanocomposites using Taguchi Method
    Ahmad, K. Z. K.
    Ahmad, S. Hj.
    Tarawneh, M. A.
    Apte, P. R.
    [J]. INTERNATIONAL CONFERENCE ON INNOVATION IN POLYMER SCIENCE AND TECHNOLOGY, 2012, 4 : 80 - 86
  • [3] Alharthi AA., 2014, INT J ENG RES APPL, V4, P37
  • [4] Antony J., 1999, TQM MAGAZINE, V11, P252, DOI 10.1108/09544789910272931
  • [5] Antony J., 2012, EXPT QUALITY STRATEG
  • [6] Athreya S., 2012, INT REFEREED J ENG S, V1, P13
  • [7] Taguchi method for optimization of Cr(VI) removal, isotherm, kinetic and thermodynamic studies
    Aziri, Sabrina
    Meziane, Smail
    Bozetine, Hakima
    Berkane, Nabila
    [J]. NUCLEOSIDES NUCLEOTIDES & NUCLEIC ACIDS, 2025, 44 (01) : 16 - 40
  • [8] Determining the Effects of Operating Conditions on Current Density of a PEMFC by Using Taguchi Method and ANOVA
    Bayrak, Zehra Ural
    Celik, Nevin
    [J]. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2024, 49 (08) : 10741 - 10752
  • [9] Berengut D., 2012, STAT EXPT DESIGN INN, P341
  • [10] FISHER,R.A. AND THE DESIGN OF EXPERIMENTS, 1922-1926
    BOX, JF
    [J]. AMERICAN STATISTICIAN, 1980, 34 (01) : 1 - 7