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UBC Theses and Dissertations
Control of a virtual low pressure aluminum wheel die casting process Vetter, Richard Anthony
Abstract
This thesis outlines the development of an advanced control solution, specifically Model Based Predictive Control (MPC), for an aluminum wheel low pressure die casting process. The control solution development was performed offline using a high-fidelity 3- D finite element model as a virtual process on which open and closed loop experiments were performed. The open loop experiments facilitated the development of a reducedorder state-space model to predict the approximate input-output behaviour of the casting process. The implemented MPC controller used this state-space model to regulate die temperatures in the virtual process during simulated disturbance scenarios. Two disturbances typically found in the industrial process were simulated. The first simulated disturbance was a ramping metal temperature that simulated the temperature behaviour of the molten metal in the industrial process. The second disturbance was variations in the length of time the die remained open after the cast wheel was ejected from the dies. These disturbances caused the die temperatures to deviate from their optimal values which in turn resulted in defective wheels if the deviations were large enough. The developed control solution improved the process performance by rejecting the simulated disturbances and maintaining the die temperatures near their optimal values. The regulation of the die temperatures resulted in a reduction in the number of cycles where defective wheels were likely.
Item Metadata
Title |
Control of a virtual low pressure aluminum wheel die casting process
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Creator | |
Publisher |
University of British Columbia
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Date Issued |
2004
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Description |
This thesis outlines the development of an advanced control solution, specifically Model
Based Predictive Control (MPC), for an aluminum wheel low pressure die casting
process. The control solution development was performed offline using a high-fidelity 3-
D finite element model as a virtual process on which open and closed loop experiments
were performed. The open loop experiments facilitated the development of a reducedorder
state-space model to predict the approximate input-output behaviour of the casting
process.
The implemented MPC controller used this state-space model to regulate die
temperatures in the virtual process during simulated disturbance scenarios. Two
disturbances typically found in the industrial process were simulated. The first simulated
disturbance was a ramping metal temperature that simulated the temperature behaviour of
the molten metal in the industrial process. The second disturbance was variations in the
length of time the die remained open after the cast wheel was ejected from the dies.
These disturbances caused the die temperatures to deviate from their optimal values
which in turn resulted in defective wheels if the deviations were large enough.
The developed control solution improved the process performance by rejecting the
simulated disturbances and maintaining the die temperatures near their optimal values.
The regulation of the die temperatures resulted in a reduction in the number of cycles
where defective wheels were likely.
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Extent |
7468120 bytes
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Genre | |
Type | |
File Format |
application/pdf
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Language |
eng
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Date Available |
2009-12-02
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Provider |
Vancouver : University of British Columbia Library
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Rights |
For non-commercial purposes only, such as research, private study and education. Additional conditions apply, see Terms of Use https://open.library.ubc.ca/terms_of_use.
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DOI |
10.14288/1.0065405
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URI | |
Degree | |
Program | |
Affiliation | |
Degree Grantor |
University of British Columbia
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Graduation Date |
2005-05
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Campus | |
Scholarly Level |
Graduate
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Aggregated Source Repository |
DSpace
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Item Media
Item Citations and Data
Rights
For non-commercial purposes only, such as research, private study and education. Additional conditions apply, see Terms of Use https://open.library.ubc.ca/terms_of_use.