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Determination of Optimal Design Level for the Semiconductor Polishing Process by Taguchi Method

다구찌 기법을 활용한 반도체 연마 공정의 최적 설계수준 결정

  • Sim, Hyun Su (Department of Industrial and Management Engineering, Kyonggi University Graduate School) ;
  • Kim, Yong Soo (Department of Industrial and Management Engineering, Kyonggi University)
  • 심현수 (경기대학교 일반대학원 산업경영공학과) ;
  • 김용수 (경기대학교 산업경영공학과)
  • Received : 2017.03.21
  • Accepted : 2017.04.10
  • Published : 2017.06.30

Abstract

Purpose: In this study, an optimal design level of influencing factors on semiconductor polishing process was determined to minimize flexion of both sides on wafers. Methods: First, significant interactions are determined by the stepwise regression method. ANOVA analysis on SN ratio and mean of dependent variable are performed to draw mean adjustment factors. In addition, the optimal levels of mean adjustment factors are decided by comparing means of each level of mean adjustment factors. Results: As a result of ANOVA, a mean adjustment factor was determined as a width of formed flexion on the plate. The mean of the difference has the nearest to 0 in the case when the width of formed flexion has level 2 (4mm). Conclusion: Optimal design levels of semiconductor polishing process are determined as follows; (i) load applied to the wafer carrier has a level 1 (3psi), (ii) load applied to the wafer has a level 1(3psi), (iii) the amount of slurry supplied during polishing has a level 3 (300 co/min), (iv) the width of formed flexion on the plate has level 2 (4mm).

Keywords

References

  1. Byun, J-H., Kim, Y. T., and Lee, M. J. 2013. "Understanding Robust Design with Paper Helicopter Experiment." Journal of the Korean Institute of Industrial Engineers 39(5):374-382. https://doi.org/10.7232/JKIIE.2013.39.5.374
  2. Cha, K. J., and Chin, C. U. 2000. "The Optimal Design of Low Noise Intake System Using Taguchi Mehod with Non-controllable Factors." J Korean Soc Qual Manag 28(1):41-56.
  3. Cho, B-J., Kwon, T-Y., Kim, H-M., Venkatesh, P., Park, M-S., and Park, J-G. 2012. "Electrochemical Characterization of Anti-Corrosion Film Coated Metal Conditioner Surfaces for Tungsten." Journal of the Microelectronics and Packaging Society 19(1):61-66. https://doi.org/10.6117/kmeps.2012.19.1.061
  4. Chung, C. H., 2014. "Mixed Nano Silica Colloidal Slurry for Reliability Improvement of Sapphire Wafer CMP Process." Journal of Applied Reliability 14(1):11-19.
  5. Guangdong University of Technology. 2017. "Chapter 6: Advanced Manufacturing Technology." Accessed February 13. http://etc.gdut.edu.cn/source/amt/part3/SET2.htm.
  6. Hong, S. P., Kim, S. M., Park, S., and Jung, E. S. "A Study on Designing of a Menu Structure for the Instrument Cluster IVIS using Taguchi Method." Journal of the Ergonomics Society of Korea 29(1):39-46. https://doi.org/10.5143/JESK.2010.29.1.039
  7. Jeong, H. D. 2016. "Chemical-Mechanical Balance of CMP." Journal of Mechanical Science and Technology 52(428):36-39.
  8. Jeong, H. D., and Kim, H. Y. 2001. "Eco-process in a Semiconductor Manufacturing process." Journal of the Korean Society of Precision Engineering 18(9):25-30.
  9. Jeong, Y., Kim, H., Choi, J. and Jeong, H. 2004. "The Effect of Slurry Flow Rate and Temperature on CMP Characteristic." Journal of the Korean Society of Precision Engineering 21(11):46-52.
  10. Kim, N-W., and Hur C-W. 2014 "A Study of Data correction method when in-situ end point detection in Chemical-Mechanical Polishing of Copper Overlay." Journal of the Korea Institute of Information and Communication Engineering 18(6):1401-1406. https://doi.org/10.6109/jkiice.2014.18.6.1401
  11. Kwon, O-H., Koo P-H., and Kwon, H-M. 2016. "Taguchi-based robust design for the footwear outsole." J Korean Soc Qual Manag 44(4):935-949. https://doi.org/10.7469/JKSQM.2016.44.4.935
  12. Lee, C., and Jeong, H. 2015. "A Study on the Polishing Characteristics Using Floating Nozzle in Linear Roll CMP." Journal of the Korean Society of Precision Engineering 32(7):627-631. https://doi.org/10.7736/KSPE.2015.32.7.627
  13. Lee, J. C., Hong, J. K., and Yoo, H. D. 2001. "Planarization & Polishing of single crystal Si layer by Chemical Mechanical Polishing." Journal of the Korean Vacuum Society 10(3):361-367.
  14. Ree, S. 2013. "Study on the Result Changes with the Size of the Variance in Taguchi Method and Factor Experimental." J Korean Soc Qual Manag 41(1):119-134. https://doi.org/10.7469/JKSQM.2013.41.1.119
  15. Seok, J., Oh, S., and Seok, J. 2007. "An Analysis on the Material Removal Mechanism of Chemical-Mechanical Polishing Process Part I: Coupled Integrated Material Removal Modeling." Journal of the Semiconductor & Display Equipment Technology 6(2):35-40.
  16. Yang, I-M., Oh, G., Yoo, C-B., and Hwang, I. 2015. Design and Analysis of Experiments. Seoul: Minyoungsa.
  17. Yun, W. Y., and Seo, S-K. 2013. "Determining the Level of A Noise Factor in Parameter Design for Smaller-the-better Characteristics." Journal of the Korean Institute of Industrial Engineers 39(5):367-373. https://doi.org/10.7232/JKIIE.2013.39.5.367