Process Quality Evaluation Model with Taguchi Cost Loss Index

被引:3
|
作者
Huang, Chiao-Tzu [1 ]
Lai, Kuei-Kuei [2 ]
机构
[1] Natl Chin Yi Univ Technol, Dept Ind Engn & Management, Taichung 41170, Taiwan
[2] Chaoyang Univ Technol, Dept Business Adm, Taichung 41349, Taiwan
来源
APPLIED SCIENCES-BASEL | 2021年 / 11卷 / 21期
关键词
process capability indices; Taguchi cost loss index; confidence interval; mathematical programming; control chart data; PROCESS CAPABILITY; CONFIDENCE-INTERVALS; DECISION-MAKING; C-PK; CHART;
D O I
10.3390/app112110182
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Process Capability Indices (PCIs) are not only a good communication tools between sales departments and customers but also convenient tools for internal engineers to evaluate and analyze process capabilities of products. Many statisticians and process engineers are dedicated to research on process capability indices, among which the Taguchi cost loss index can reflect both the process yield and process cost loss at the same time. Therefore, in this study the Taguchi cost loss index was used to propose a novel process quality evaluation model. After the process was stabilized, a process capability evaluation was carried out. This study used Boole's inequality and DeMorgan's theorem to derive the (1-alpha)x100% confidence region of (delta,gamma 2) based on control chart data. The study adopted the mathematical programming method to find the (1-alpha)x100% confidence interval of the Taguchi cost loss index then employed a (1-alpha)x100% confidence interval to perform statistical testing and to determine whether the process needed improvement.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] Fuzzy Quality Evaluation Model Constructed by Process Quality Index
    Yu, Chun-Min
    Wu, Chih-Feng
    Chen, Kuen-Suan
    Hsu, Chang-Hsien
    APPLIED SCIENCES-BASEL, 2021, 11 (23):
  • [2] Integration of taguchi loss function and analytic hierarchy process in software product user quality evaluation
    Department of Management Information Systems, Takming University of Science and Technology, No. 56, Sec. 1, Huanshan Rd., Neihu Dist., Taipei City 11451, Taiwan
    不详
    J Qual., 2 (97-116):
  • [3] Fuzzy Evaluation of Process Quality with Process Yield Index
    Chen, Kuen-Suan
    Liu, Chin-Chia
    Chen, Chi-Han
    MATHEMATICS, 2022, 10 (14)
  • [4] Economic order quantity model and Taguchi's cost of poor quality
    Tsou, Jia-Chi
    APPLIED MATHEMATICAL MODELLING, 2007, 31 (02) : 283 - 291
  • [5] An optimal tolerance allocation model for assemblies with consideration of manufacturing cost, quality loss and reliability index
    Huang, Yuan Mao
    Shiau, Ching-Shin
    ASSEMBLY AUTOMATION, 2009, 29 (03) : 220 - 229
  • [6] Process performance evaluation based on Taguchi capability index with the consideration of measurement errors
    Wu, Chien-Wei
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2013, 44 (08) : 1386 - 1399
  • [7] Software Testing Process Evaluation with Quality Index
    Atanasov, Atanas
    Qin, Liu
    2011 3RD WORLD CONGRESS IN APPLIED COMPUTING, COMPUTER SCIENCE, AND COMPUTER ENGINEERING (ACC 2011), VOL 1, 2011, 1 : 185 - 192
  • [8] The application of analytic hierarchy process to determine proportionality constant of the Taguchi quality loss function
    Khorramshahgol, Reza
    Djavanshir, G. Reza
    IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2008, 55 (02) : 340 - 348
  • [9] Determination of Optimum Vulcanization Process Parameters Using Taguchi GRA for Reducing Quality Loss
    Yudha, Fajar Alam
    Soepangkat, Bobby Oedy Pramoedyo
    Ratnasari, Vita
    Suef, Mokhamad
    Norcahyo, Rachmadi
    EXPLORING RESOURCES, PROCESS AND DESIGN FOR SUSTAINABLE URBAN DEVELOPMENT, 2019, 2114
  • [10] A note on an economic order quantity model and Taguchi's cost of poor quality
    Ho, Chia-Huei
    Chang, Hung-Chi
    APPLIED MATHEMATICAL MODELLING, 2011, 35 (02) : 981 - 983