Control of manufacturing processes

Master

In Maynard (USA)

Price on request

Description

  • Type

    Master

  • Location

    Maynard (USA)

  • Start date

    Different dates available

This course explores statistical modeling and control in manufacturing processes. Topics include the use of experimental design and response surface modeling to understand manufacturing process physics, as well as defect and parametric yield modeling and optimization. Various forms of process control, including statistical process control, run by run and adaptive control, and real-time feedback control, are covered. Application contexts include semiconductor manufacturing, conventional metal and polymer processing, and emerging micro-nano manufacturing processes.

Facilities

Location

Start date

Maynard (USA)
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02139

Start date

Different dates availableEnrolment now open

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Reviews

Subjects

  • Manufacturing Process
  • Process Control
  • Engineering
  • Materials
  • Design

Course programme

Lectures: 2 sessions / week, 1.5 hours / session


Either or both 2.010, 15.075 or equivalent (either or both statistics or classical controls).


Montgomery, Douglas C. Introduction to Statistical Quality Control. 5th ed. New York, NY: Wiley, 2004. ISBN: 9780471656319.


May, Gary S., and Costas J. Spanos. Fundamentals of Semiconductor Manufacturing and Process Control. Hoboken, NJ: Wiley-Interscience, 2006. ISBN: 9780471784067.


Kalpakjian, S. Manufacturing Processes for Engineering Materials. 3rd ed. Menlo Park, CA: Addison Wesley, 1996. ISBN: 9780201823707.


Devor, R. E., T. Chang, and J. W. Sutherland. Statistical Quality Design and Control. New York, NY: Macmillan, 1992. ISBN: 9780023291807.


Hogg, R. V., and J. Ledotter. Engineering Statistics. New York, NY: Macmillan, 1987. ISBN: 9780023557903.


Bendat, J. S., and A. G. Piersol. Random Data. 2nd ed. New York, NY: Wiley Interscience, 2000. ISBN: 9780471317333.


Ogata, Katsuhiko. Modern Control Engineering. 3rd ed. Upper Saddle River, NJ: Prentice Hall, 1996. ISBN: 9780132273077.


Friedland, B. Control System Design. New York, NY: McGraw Hill, 1985. ISBN: 9780070224414.



All except Optimization Project are to be individual efforts.


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Control of manufacturing processes

Price on request