题名

USING SIX SIGMA TO IMPROVE YIELD RATES IN LIQUID CRYSTAL DISPLAY PRODUCTS: A CASE STUDY

作者

Ping-Shun Chen;Gary Yu-Hsin Chen;Chi-Feng Chen;Chien-Pang Tai;Jimmy Ching-Ming Chen;Wen-Tso Huang;Yu-Chin Peng

关键词

six sigma ; DMAIC ; liquid-crystal-display ; yield rate ; case study

期刊名称

技術學刊

卷期/出版年月

35卷4期(2020 / 12 / 01)

页次

189 - 203

内容语文

英文

中文摘要

In the face of challenges from its Chinese and South Korean rivals, Taiwanese manufacturers of thin-film transistor liquid crystal display (TFT-LCD) panels have lost their advantage in the international supply chain. Taiwan's panel industry is struggling with exorbitant investment costs, economic uncertainty, and numerous competitors. To take the initiative and capture the market, the case manufacturer seeks new technology transfer from an international company. However, manufacturing defects after the introduction of this technology have resulted in a more than 7% defective rate of electrical performance. Therefore, this study applies a systematic methodology that consists of defining, measuring, analyzing, improving, and controlling (DMAIC), to redesign the manufacturing processes, thereby improving yield rates, reducing scrapping costs, improving customer satisfaction, and strengthening competitive advantage. The results show that after the case company followed the DMAIC steps, the manufacturing flaw-small black pits, was identified and resolved. The incidence of defects decreased from 7.14% to 0%. The case study validated that the Six Sigma DMAIC methodology could help companies improve their product yield rate.

主题分类 工程學 > 工程學綜合
参考文献
  1. Andersson, R.,Eriksson, H.,Torstensson, H.(2006).Similarities and Differences between TQM Six Sigma and Lean.The TQM Magazine,18(3),282-296.
  2. Antony, J.,Gijo, E. V.,Childe, S. J.(2012).Case Study in Six Sigma Methodology: Manufacturing Quality Improvement and Guidance for Managers.Production Planning & Control,23(8),624-640.
  3. Arauz, R.,Suzuki, H.(2004).ISO 9000 Performance in Japanese Industries.Total Quality Management & Business Excellence,15(1),3-33.
  4. Banuelas, R.,Antony, J.,Brace, M.(2005).An Application of Six Sigma to Reduce Waste.Quality and Reliability Engineering International,21(6),553-570.
  5. Beer, M.(2003).Why Total Quality Management Programs Do Not Persist: The Role of Management Quality and Implications for Leading a TQM Transformation.Decision Sciences,34(4),623-642.
  6. Bilgen, B.,Sen, M.(2012).Project Selection through Fuzzy Analytic Hierarchy Process and a Case Study on Six Sigma Implementation in an Automotive Industry.Production Planning & Control,23(1),2-25.
  7. Byrne, G.,Lubowe, D.,Blitz, A.(2007).Using a Lean Six Sigma Approach to Drive Innovation.Strategy & Leadership,35(2),5-10.
  8. Chen, M. N.,Lyu, J. J.(2009).A Lean Six-Sigma Approach to Touch Panel Quality Improvement.Production Planning & Control,20(5),445-454.
  9. Fan, J. J.,Qian, C.,Yung, K. C.,Fan, X. J.,Zhang, G. Q.,Pecht, M.(2015).Optimal Design of Life Testing for High-brightness White LEDs Using the Six Sigma DMAIC Approach.IEEE Transactions on Device and Materials Reliability,15(4),576-587.
  10. Gijo, E. V.,Scaria, J.(2014).Process Improvement through Six Sigma with Beta Correction: A Case Study of Manufacturing Company.International Journal of Advanced Manufacturing Technology,71(1-4),717-730.
  11. Gowen, C. R.,Stock, G. N.,McFadden, K. L.(2008).Simultaneous Implementation of Six Sigma and Knowledge Management in Hospitals.International Journal of Production Research,46(23),6781-6795.
  12. Guo, W.,Jiang, P. Y.,Xu, L.,Peng, G. Z.(2019).Integration of Value Stream Mapping with DMAIC for Concurrent Lean-Kaizen: A Case Study on an Air-conditioner Assembly Line.Advances in Mechanical Engineering,11(2),1-17.
  13. He, Z.,Goh, T. N.(2015).Enhancing the Future Impact of Six Sigma Management.Quality Technology and Quantitative Management,12(1),83-92.
  14. Krueger, D. C.,Parast, M. M.,Adams, S.(2014).Six Sigma Implementation: A Qualitative Case Study Using Grounded Theory.Production Planning & Control,25(10),873-889.
  15. Li, P. L.,Jiang, P. Y.,Zhang, G. Y.(2019).An Enhanced DMAIC Method for Feature-driven Continuous Quality Improvement for Multi-stage Machining Processes in One-of-a-kind and Small-batch Production.IEEE Access,7,32492-32503.
  16. Li, S. H.,Wu, C. C.,Yen, D. C.,Lee, M. C.(2011).Improving the Efficiency of IT Help-desk Service by Six Sigma Management Methodology (DMAIC) - A Case Study of C Company.Production Planning & Control,22(7),612-627.
  17. Mcadam, R.(2010).Life after ISO 9000: An Analysis of the Impact of ISO 9000 and Total Quality Management on Small Businesses in Northern Ireland.Total Quality Management,10(2),229-241.
  18. Michalas, L.,Koutsoureli, M.,Papaioannou, G. J.,Kouvatsos, D. N.,Voutsas, A. T.(2012).Hydrogen Passivation on Sequential Lateral Solidified Poly-Si TFTs.Microelectronic Engineering,90,72-75.
  19. Montgomery, D. C.,Borror, C. M.(2017).Systems for Modern Quality and Business Improvement.Quality Technology and Quantitative Management,14(4),343-352.
  20. Namazu, T.,Fujii, M.,Fujii, H.,Masunishi, K.,Tomizawa, Y.,Inoue, S.(2013).Thermal Annealing Effect on Elastic-plastic Behavior of Al-Si-Cu Structural Films under Uniaxial and Biaxial Tension.Journal of Microelectromechanical Systems,22(6),1414-1427.
  21. Rajan, A.,Moug, R. T.,Prior, K. A.(2013).Growth and Stability of Zinc Blende MgS on GaAs, GaP, and InP Substrates.Applied Physics Letters,102(3),032102–1-032102–4.
  22. Srinivasan, K.,Muthu, S.,Devadasan, S. R.,Sugumaran, C.(2016).Enhancement of Sigma Level in the Manufacturing of Furnace Nozzle through DMAIC Approach of Six Sigma: A Case Study.Production Planning & Control,27(10),810-822.
  23. Su, C. T.,Chiang, T. L.,Chiao, K.(2005).Optimizing the IC Delamination Quality via Six-Sigma Approach.IEEE Transactions on Electronics Packaging Manufacturing,28(3),241-248.
  24. Su, C. T.,Chou, C. J.(2008).A Systematic Methodology for the Creation of Six Sigma Projects: A Case Study of Semiconductor Foundry.Expert Systems with Applications,34(4),2693-2703.
  25. Thi, T. C.,Koyama, K.,Ohdaira, K.,Matsumura, H.(2012).Passivation Characteristics of SiNx / a-Si and SiNx / Si-rich-SiNx Stacked Layers on Crystalline Silicon.Solar Energy Materials and Solar Cells,100,169-173.
  26. Zaramdini, W.(2007).An Empirical Study of the Motives and Benefits of ISO 9000 Certification: The UAE Experience.International Journal of Quality & Reliability Management,24(5),472-491.
  27. Zieger, G.,Anders, S.,Bone, H.,Dellith, J.,Born, D.,May, T.,Meyer, H. G.(2012).Degradation in Molybdenum Thin Films and Mo / AuPd Bilayers and Its Reduction by Sidewall Passivation.Superconductor Science & Technology,25(12),125005–1-125005–5.