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Volumn 18, Issue 10, 2008, Pages 961-974

Virtual metrology and feedback control for semiconductor manufacturing processes using recursive partial least squares

Author keywords

Advanced process control; EWMA control; Partial least squares; Semiconductor manufacturing; Virtual metrology

Indexed keywords

CONTROL THEORY; CURVE FITTING; ELECTRIC CONDUCTIVITY; FAULT DETECTION; FEEDBACK CONTROL; INDUSTRIAL ENGINEERING; INTELLIGENT CONTROL; LEAST SQUARES APPROXIMATIONS; LINEAR REGRESSION; MEASUREMENTS; MIM DEVICES; MULTIPLEXING; PRODUCTION ENGINEERING; QUALITY CONTROL; RECURSIVE FUNCTIONS; REGRESSION ANALYSIS; SEMICONDUCTING INDIUM; SEMICONDUCTOR MATERIALS;

EID: 56349142439     PISSN: 09591524     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jprocont.2008.04.014     Document Type: Article
Times cited : (132)

References (41)
  • 1
    • 84893529721 scopus 로고
    • Statistical process monitoring and feedback adjustment - a discussion
    • Box G., and Kramer T. Statistical process monitoring and feedback adjustment - a discussion. Technometrics 34 3 (1992) 251-267
    • (1992) Technometrics , vol.34 , Issue.3 , pp. 251-267
    • Box, G.1    Kramer, T.2
  • 2
    • 56349128534 scopus 로고    scopus 로고
    • R. Bunkofske, The use of hierarchical data analysis to predict end of line electrical test parameters from in-line FDC data, in: Proceedings of AEC/APC Symposium XVI, Westminister, CO, USA, September 2004.
    • R. Bunkofske, The use of hierarchical data analysis to predict end of line electrical test parameters from in-line FDC data, in: Proceedings of AEC/APC Symposium XVI, Westminister, CO, USA, September 2004.
  • 3
    • 0031119009 scopus 로고    scopus 로고
    • Modeling of plasma etch systems using ordinary least squares, recurrent neural network, and projection to latent structure models
    • Bushman S., Edgar T.F., and Trachtenberg I. Modeling of plasma etch systems using ordinary least squares, recurrent neural network, and projection to latent structure models. Journal of the Electrochemical Society 144 4 (1997) 1379-1389
    • (1997) Journal of the Electrochemical Society , vol.144 , Issue.4 , pp. 1379-1389
    • Bushman, S.1    Edgar, T.F.2    Trachtenberg, I.3
  • 4
    • 0036887726 scopus 로고    scopus 로고
    • A multivariate double EWMA process adjustment scheme for drifting processes
    • Castillo E.D., and Rajagopal R. A multivariate double EWMA process adjustment scheme for drifting processes. IIE Transactions 34 6 (2002) 1055-1068
    • (2002) IIE Transactions , vol.34 , Issue.6 , pp. 1055-1068
    • Castillo, E.D.1    Rajagopal, R.2
  • 5
    • 28744445187 scopus 로고    scopus 로고
    • P. Chen, S. Wu, J. Lin, F. Ko, H. Lo, J. Wang, C. H. Yu, M.S. Liang, Virtual metrology: a solution for wafer to wafer advanced process control, in: Proceedings of IEEE International Symposium on Semiconductor Manufacturing (ISSM), September 2005, pp. 155-157.
    • P. Chen, S. Wu, J. Lin, F. Ko, H. Lo, J. Wang, C. H. Yu, M.S. Liang, Virtual metrology: a solution for wafer to wafer advanced process control, in: Proceedings of IEEE International Symposium on Semiconductor Manufacturing (ISSM), September 2005, pp. 155-157.
  • 6
    • 0031168001 scopus 로고    scopus 로고
    • Recursive exponentially weighted PLS and its applications to adaptive control and prediction
    • Dayal B.S., and MacGregor J.F. Recursive exponentially weighted PLS and its applications to adaptive control and prediction. Journal of Process Control 7 3 (1997) 169-179
    • (1997) Journal of Process Control , vol.7 , Issue.3 , pp. 169-179
    • Dayal, B.S.1    MacGregor, J.F.2
  • 9
    • 11144325691 scopus 로고
    • Partial least squares regression: a tutorial
    • Geladi P., and Kowalski B.R. Partial least squares regression: a tutorial. Analytica Chimica Acta 185 (1986) 1-17
    • (1986) Analytica Chimica Acta , vol.185 , pp. 1-17
    • Geladi, P.1    Kowalski, B.R.2
  • 10
    • 56349130437 scopus 로고    scopus 로고
    • G.C. Goodwin, K.S. Sin, Adaptive filtering prediction and control, Prentice-Hall Information and System Sciences Series, 1984.
    • G.C. Goodwin, K.S. Sin, Adaptive filtering prediction and control, Prentice-Hall Information and System Sciences Series, 1984.
  • 12
    • 0000407245 scopus 로고
    • Stability and sensitivity of an EWMA controller
    • Ingolfsson A., and Sachs E. Stability and sensitivity of an EWMA controller. Journal of Quality Technology 25 4 (1993) 271-287
    • (1993) Journal of Quality Technology , vol.25 , Issue.4 , pp. 271-287
    • Ingolfsson, A.1    Sachs, E.2
  • 13
    • 33344471010 scopus 로고    scopus 로고
    • Wavelet-based data reduction techniques for process fault detection
    • Jeong M.K., Lu J.-C., Huo X., Vidakovic B., and Chen D. Wavelet-based data reduction techniques for process fault detection. Technometrics 48 1 (2006) 26-40
    • (2006) Technometrics , vol.48 , Issue.1 , pp. 26-40
    • Jeong, M.K.1    Lu, J.-C.2    Huo, X.3    Vidakovic, B.4    Chen, D.5
  • 14
    • 33645980938 scopus 로고    scopus 로고
    • A. Khan, J. Moyne, D. Tilbury, Predictive inspection based process control in end milling operations, in: Proceedings of ASME International Mechanical Engineering Congress and Exposition (IMECE), vol. 16, Orlando, Florida, November 2005, pp. 801-810.
    • A. Khan, J. Moyne, D. Tilbury, Predictive inspection based process control in end milling operations, in: Proceedings of ASME International Mechanical Engineering Congress and Exposition (IMECE), vol. 16, Orlando, Florida, November 2005, pp. 801-810.
  • 15
    • 49149109532 scopus 로고    scopus 로고
    • An approach for factory-wide control utilizing virtual metrology
    • Special issue on Advanced Process Control
    • Khan A., Moyne J., and Tilbury D. An approach for factory-wide control utilizing virtual metrology. IEEE Transactions on Semiconductor Manufacturing 20 4 (2007) 364-375 Special issue on Advanced Process Control
    • (2007) IEEE Transactions on Semiconductor Manufacturing , vol.20 , Issue.4 , pp. 364-375
    • Khan, A.1    Moyne, J.2    Tilbury, D.3
  • 16
    • 18844397336 scopus 로고    scopus 로고
    • Application of latent variable methods to process control and multivariate statistical process control in industry
    • Kourti T. Application of latent variable methods to process control and multivariate statistical process control in industry. International Journal of Adaptive Control and Signal Processing 19 4 (2005) 213-246
    • (2005) International Journal of Adaptive Control and Signal Processing , vol.19 , Issue.4 , pp. 213-246
    • Kourti, T.1
  • 18
    • 33846146403 scopus 로고    scopus 로고
    • Integrated metrology and wafer-level control
    • Lensing K., and Stirton B. Integrated metrology and wafer-level control. Semiconductor International 29 6 (2006) 44-54
    • (2006) Semiconductor International , vol.29 , Issue.6 , pp. 44-54
    • Lensing, K.1    Stirton, B.2
  • 19
    • 56349117020 scopus 로고    scopus 로고
    • J.-S. Lin, P.-H. Chen, S. Wu, F. Ko, M.-S. Zhou, M.-S. Liang, J. Zou, T. Mullins, J. Moyne, K. Edwards, Model based wafer-to-wafer control for CU CMP, in: Proceedings of VLSI Multilevel Interconnect Conference, Marina del Ray, CA, USA, September 2003.
    • J.-S. Lin, P.-H. Chen, S. Wu, F. Ko, M.-S. Zhou, M.-S. Liang, J. Zou, T. Mullins, J. Moyne, K. Edwards, Model based wafer-to-wafer control for CU CMP, in: Proceedings of VLSI Multilevel Interconnect Conference, Marina del Ray, CA, USA, September 2003.
  • 20
    • 33845633971 scopus 로고    scopus 로고
    • T.-H. Lin, M.-H. Hung, R.-C. Lin, F.-T. Cheng, A virtual metrology scheme for predicting CVD thickness in semiconductor manufacturing, in: Proceedings of IEEE International Conference on Robotics and Automation, May 2006, pp. 1054-1059.
    • T.-H. Lin, M.-H. Hung, R.-C. Lin, F.-T. Cheng, A virtual metrology scheme for predicting CVD thickness in semiconductor manufacturing, in: Proceedings of IEEE International Conference on Robotics and Automation, May 2006, pp. 1054-1059.
  • 21
    • 56349087685 scopus 로고    scopus 로고
    • J. Mao, Run-to-run control with fault detection and rejection, in: Proceedings of AEC/APC symposium XV, Colorado Springs, CO, USA, September 2003.
    • J. Mao, Run-to-run control with fault detection and rejection, in: Proceedings of AEC/APC symposium XV, Colorado Springs, CO, USA, September 2003.
  • 24
    • 0000793139 scopus 로고
    • Cramming more components onto integrated circuits
    • Moore G. Cramming more components onto integrated circuits. Electronics (1965) 114-117
    • (1965) Electronics , pp. 114-117
    • Moore, G.1
  • 25
    • 4944220727 scopus 로고    scopus 로고
    • Making the move to fab-wide APC
    • Moyne J. Making the move to fab-wide APC. Solid State Technology 47 9 (2004) 47
    • (2004) Solid State Technology , vol.47 , Issue.9 , pp. 47
    • Moyne, J.1
  • 28
    • 0032044750 scopus 로고    scopus 로고
    • Recursive PLS algorithms for adaptive data modeling
    • Qin S.J. Recursive PLS algorithms for adaptive data modeling. Computers and Chemical Engineering 22 4-5 (1998) 503-514
    • (1998) Computers and Chemical Engineering , vol.22 , Issue.4-5 , pp. 503-514
    • Qin, S.J.1
  • 30
    • 56349157747 scopus 로고    scopus 로고
    • H. Sasano, W. Liu, D. S. L. Mui, K. Yoo, J. Yamartino, Advanced gate process critical dimension control in semiconductor manufacturing, in: Proceedings of IEEE International Symposium on Semiconductor Manufacturing (ISSM), September 2003, pp. 382-385.
    • H. Sasano, W. Liu, D. S. L. Mui, K. Yoo, J. Yamartino, Advanced gate process critical dimension control in semiconductor manufacturing, in: Proceedings of IEEE International Symposium on Semiconductor Manufacturing (ISSM), September 2003, pp. 382-385.
  • 31
    • 0034839160 scopus 로고    scopus 로고
    • C. Schneider, L. Pfitzner, H. Ryssel, Integrated metrology: an enabler for advanced process control (APC), in: Proceedings of SPIE - The International Society for Optical Engineering, vol. 4406, 2001, pp. 118-130.
    • C. Schneider, L. Pfitzner, H. Ryssel, Integrated metrology: an enabler for advanced process control (APC), in: Proceedings of SPIE - The International Society for Optical Engineering, vol. 4406, 2001, pp. 118-130.
  • 35
    • 0036604555 scopus 로고    scopus 로고
    • A study on a multivariate EWMA controller
    • Tseng S.-T., Chou R.-J., and Lee S.-P. A study on a multivariate EWMA controller. IIE Transactions 34 6 (2002) 541-549
    • (2002) IIE Transactions , vol.34 , Issue.6 , pp. 541-549
    • Tseng, S.-T.1    Chou, R.-J.2    Lee, S.-P.3
  • 36
    • 0038198780 scopus 로고    scopus 로고
    • Recursive partial least squares algorithms for monitoring complex industrial processes
    • Wang X., Kruger U., and Lennox B. Recursive partial least squares algorithms for monitoring complex industrial processes. Control Engineering Practice 11 6 (2003) 613-632
    • (2003) Control Engineering Practice , vol.11 , Issue.6 , pp. 613-632
    • Wang, X.1    Kruger, U.2    Lennox, B.3
  • 38
    • 0028354319 scopus 로고
    • Exponentially weighted moving principal components analysis and projections to latent structures
    • Wold S. Exponentially weighted moving principal components analysis and projections to latent structures. Chemometrics and Intelligent Laboratory Systems 23 (1994) 149-161
    • (1994) Chemometrics and Intelligent Laboratory Systems , vol.23 , pp. 149-161
    • Wold, S.1
  • 39
    • 33749666036 scopus 로고    scopus 로고
    • J.C. Yung-Cheng, F.-T. Cheng, Application development of virtual metrology in semiconductor industry, in: Proceedings of 32nd Annual Conference of IEEE Industrial Electronics Society (IECON), November 2005, pp. 124-129.
    • J.C. Yung-Cheng, F.-T. Cheng, Application development of virtual metrology in semiconductor industry, in: Proceedings of 32nd Annual Conference of IEEE Industrial Electronics Society (IECON), November 2005, pp. 124-129.
  • 41
    • 56349145911 scopus 로고    scopus 로고
    • J. Zou, J.A. Mullins, Modeling process operation in model based R2R control, in: Proceedings of AEC/APC symposium XVII, Palm Springs, CA, USA, September 2005.
    • J. Zou, J.A. Mullins, Modeling process operation in model based R2R control, in: Proceedings of AEC/APC symposium XVII, Palm Springs, CA, USA, September 2005.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.