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Run-to-Run Control in Semiconductor Manufacturing

Abstract

Run-to-run (R2R) control is a form of adaptive model-based process control that can be tailored to environments where the process is discrete, dynamic, and highly unobservable; this is characteristic of processes in the semiconductor manufacturing industry. It generally has, at its roots, a rather straightforward approach to adaptive model-based control such as a first-order linear plant model with moving average weighting applied to adapt the (zeroth-order) constant term in the model. Most of the complexity of R2R control science lies and will continue to lie in extensions to support practical application of R2R control in semiconductor manufacturing facilities of the future; these extensions include support for weighting and bounding of parameters, run-time modeling of a large number of disturbance types, and incorporating prediction information such as virtual metrology and yield prediction into the control solution.

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Bibliography

  • Advanced Process Control (APC) Conference Proceedings (2000–2014), titles available at http://www.apcconference.com

  • Box GEP, Draper NR (1987) Empirical model-building and response surfaces. Wiley, New York

    MATH  Google Scholar 

  • Cheng F-T etal. (2011) Benefit model of virtual metrology and integrating AVM Into MES. IEEE Trans Semicond Manuf 24(2):261–272

    Google Scholar 

  • Edgar TF, Firth SK, Bode C (2004) Multi-product run-to-run control for high-mix fabs. (session keynote) AEC/APC Asia, Hsinchu, (2004), (available at http://140.113.156.45/files/reference/2nd%20AEC-APC%20Symposium%20Asia/APCAEC/presentations/session_KeynoteInvited/Edgar_Thomas.pdf)

  • International Technology Roadmap for Semiconductors (ITRS), 2014 Edition, Semiconductor Industry Association. Available at http://www.itrs.net. (See especially “Factory Integration” chapter)

  • Khan A, Moyne J, Tilbury D (2007) Fab-wide control utilizing virtual metrology (invited). IEEE Trans Semicond Manuf-Spec Issue on Adv Process Control 20(7):364–375

    Article  Google Scholar 

  • Moyne J (2004) The evolution of APC: the move to total factory control (invited). Solid State Technol 47(9):47–52

    Google Scholar 

  • Moyne J (2009) A blueprint for enterprise-wide deployment of advanced process control. Solid State Technol 52(7):35–37

    Google Scholar 

  • Moyne J, Del Castillo E, Hurwitz A (2000) Run-to-run control in semiconductor manufacturing. CRC, Boca Raton

    Book  Google Scholar 

  • Moyne J, Schulze B (2010) Yield management enhanced advanced process control system (YMeAPC): part I, description and case study of feedback for optimized multi-process control. IEEE Trans Semicond Manuf Spec Issue Adv Process Control 23(2):221–235

    Article  Google Scholar 

  • Zou J (2013) Method and system for estimating context offsets for run-to-run control in a semiconductor fabrication facility. United States Patent, Patent Number US 8,355,810 B2 (Filed, Jan 2010; Issued, Jan 2013)

    Google Scholar 

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Correspondence to James Moyne .

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© 2014 Springer-Verlag London

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Moyne, J. (2014). Run-to-Run Control in Semiconductor Manufacturing. In: Baillieul, J., Samad, T. (eds) Encyclopedia of Systems and Control. Springer, London. https://doi.org/10.1007/978-1-4471-5102-9_255-1

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  • DOI: https://doi.org/10.1007/978-1-4471-5102-9_255-1

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  • Online ISBN: 978-1-4471-5102-9

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Chapter history

  1. Latest

    Run-to-Run Control in Semiconductor Manufacturing
    Published:
    26 September 2019

    DOI: https://doi.org/10.1007/978-1-4471-5102-9_255-2

  2. Original

    Run-to-Run Control in Semiconductor Manufacturing
    Published:
    05 November 2014

    DOI: https://doi.org/10.1007/978-1-4471-5102-9_255-1