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Model Replay

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Model Replay

by Ben Spivey

 

04 Feb 2009 (Updated 29 Mar 2010)

Performs state or parameter estimation of process models using the APMonitor executable.

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Description

These MATLAB files serve as a graphical user interface for using the APMonitor moving horizon estimation (MHE) feature. The APMonitor executable and example files must be requested online as follows: http://apmonitor.com/contactus.aspx .

This submission includes an MHE example using the Van de Vusse CSTR reaction model. The heat transfer coefficient, kw, and heat transfer, qk, are estimated using measurements for the reactor and cooling jacket temperatures.

Thanks to APMonitor for providing the APMonitor executable used in developing the MATLAB inteface.

Acknowledgements

The author wishes to acknowledge the following in the creation of this submission:
Tab panel example
This submission has inspired the following:
Optimization, Nonlinear Control, and Estimation Toolbox

MATLAB release MATLAB 7.0.4 (R14SP2)
Other requirements APMonitor executable, APMonitor model files
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Updates
05 Feb 2009

Added notes to the description

06 Feb 2009

Updated commenting on GUI referring to deleting run folders.

07 Feb 2009

Updated acknowledgements.

26 Mar 2010

The Van de Vusse reaction model is added to provide a stand alone example for running Model Replay if the user has an apmonitor.exe file.

29 Mar 2010

description

Tag Activity for this File
Tag Applied By Date/Time
gui Ben Spivey 05 Feb 2009 16:21:25
optimization Ben Spivey 05 Feb 2009 16:21:25
data export Ben Spivey 05 Feb 2009 16:21:25
data import Ben Spivey 05 Feb 2009 16:21:25
least squares Ben Spivey 05 Feb 2009 16:21:25
moving horizon Ben Spivey 05 Feb 2009 16:21:25
dbs Ben Spivey 05 Feb 2009 16:21:25
estimation Ben Spivey 05 Feb 2009 16:21:25
parameter Ben Spivey 05 Feb 2009 16:21:25
state Ben Spivey 05 Feb 2009 16:21:25
process modeling Ben Spivey 05 Feb 2009 16:21:25
sliding window Ben Spivey 05 Feb 2009 16:21:25
estimation Vaishali T 06 Jul 2010 06:00:55

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