Projects

Advanced Process Control Development

Projects.APCDevelopment History

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May 14, 2014, at 08:32 PM by 10.5.113.178 -
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J.D. Hedengren, R. Asgharzadeh Shishavan, K.M. Powell, T.F. Edgar, Nonlinear Modeling, Estimation and Predictive Control in APMonitor, Computers & Chemical Engineering, 2014. [[http://dx.doi.org/10.1016/j.compchemeng.2014.04.013|Publication Link]]
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* J.D. Hedengren, R. Asgharzadeh Shishavan, K.M. Powell, T.F. Edgar, Nonlinear Modeling, Estimation and Predictive Control in APMonitor, Computers & Chemical Engineering, 2014. [[http://dx.doi.org/10.1016/j.compchemeng.2014.04.013|Publication Link]]
May 14, 2014, at 08:32 PM by 10.5.113.178 -
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The [[http://apmonitor.com|APMonitor Modeling Language]] is optimization software for differential and algebraic equations. It is coupled with large-scale nonlinear programming solvers for data reconciliation, real-time optimization, dynamic simulation, and nonlinear predictive control. It is available as a free web service through [[http://apmonitor.com/wiki/index.php/Main/MATLAB|APM MATLAB]], [[http://apmonitor.com/wiki/index.php/Main/PythonApp|APM Python]], or with a [[http://apmonitor.com/online/view_pass.php|web browser interface]].
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The [[http://apmonitor.com|APMonitor Modeling Language]] is optimization software for differential and algebraic equations. It is coupled with large-scale nonlinear programming solvers for data reconciliation, real-time optimization, dynamic simulation, and nonlinear predictive control. It is available as a free web service through [[http://apmonitor.com/wiki/index.php/Main/MATLAB|APM MATLAB]], [[http://apmonitor.com/wiki/index.php/Main/PythonApp|APM Python]], or with a [[http://apmonitor.com/online/view_pass.php|web browser interface]]. A technical description of the algorithms used in APMonitor is given in the following reference:

J.D. Hedengren, R. Asgharzadeh Shishavan, K.M. Powell, T.F. Edgar, Nonlinear Modeling, Estimation and Predictive Control in APMonitor, Computers & Chemical Engineering, 2014. [[http://dx.doi.org/10.1016/j.compchemeng.2014.04.013|Publication Link]]
May 25, 2013, at 06:49 AM by 69.169.188.188 -
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* [[Attach:apm_simulink.zip|Demonstration Files in Simulink]]
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* [[Attach:apm_simulink.zip|Demonstration Files for Simulink and MATLAB]]
May 25, 2013, at 06:48 AM by 69.169.188.188 -
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(:html:)<iframe width="560" height="315" src="http://www.youtube.com/embed/ZVUtVf8wOkg?rel=0" frameborder="0" allowfullscreen></iframe>(:htmlend:)
May 25, 2013, at 06:43 AM by 69.169.188.188 -
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* [[Attach:apm_simulink.zip|Demonstration Files in Simulink - v1]]
* [[Attach:apm_simulink2.zip|Demonstration Files in Simulink - v2]]
* [[Attach:apm_simulink3.zip|Demonstration Files in Simulink - v3
]]
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* [[Attach:apm_simulink.zip|Demonstration Files in Simulink]]
May 24, 2013, at 06:55 PM by 10.5.113.108 -
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----

!! Simulink Tutorial on MHE and MPC
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* [[Attach:apm_simulink3.zip|Demonstration Files in Simulink - v3]]
May 24, 2013, at 05:02 PM by 10.5.113.108 -
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[[Attach:apm_simulink.zip|Demonstration Files in Simulink - v1]]
[[Attach:apm_simulink2.zip|Demonstration Files in Simulink - v2]]
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* [[Attach:apm_simulink.zip|Demonstration Files in Simulink - v1]]

*
[[Attach:apm_simulink2.zip|Demonstration Files in Simulink - v2]]
May 24, 2013, at 05:02 PM by 10.5.113.108 -
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[[Attach:apm_simulink.zip|Demonstration Files in Simulink]]
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[[Attach:apm_simulink.zip|Demonstration Files in Simulink - v1]]
[[Attach:apm_simulink2.zip|Demonstration Files in Simulink - v2
]]
May 24, 2013, at 04:22 PM by 10.5.113.108 -
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[[Attach:apm_simulink.zip|Demonstration Files in Simulink]]
July 19, 2012, at 08:54 PM by 10.5.113.112 -
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[[Attach:apm_uolab_poster.pdf|Attach:apm_uolab_poster.png]]
March 13, 2012, at 05:12 AM by 69.169.188.228 -
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(:title Advanced Process Control Development:)
(:keywords research group, Brigham Young University, Process System Engineering:)
(:description Process Research and Intelligent Systems Modeling (PRISM) Group at Brigham Young University:)
February 08, 2012, at 05:34 AM by 69.169.136.210 -
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The [[http://apmonitor.com|APMonitor Modeling Language]] is optimization software for differential and algebraic equations. It is coupled with large-scale nonlinear programming solvers for data reconciliation, real-time optimization, dynamic simulation, and nonlinear predictive control. It is available as a free web service that can be accessed through [[http://apmonitor.com/wiki/index.php/Main/MATLAB|APM MATLAB]], [[http://apmonitor.com/wiki/index.php/Main/PythonApp|APM Python]], or with a web-interface.
to:
The [[http://apmonitor.com|APMonitor Modeling Language]] is optimization software for differential and algebraic equations. It is coupled with large-scale nonlinear programming solvers for data reconciliation, real-time optimization, dynamic simulation, and nonlinear predictive control. It is available as a free web service through [[http://apmonitor.com/wiki/index.php/Main/MATLAB|APM MATLAB]], [[http://apmonitor.com/wiki/index.php/Main/PythonApp|APM Python]], or with a [[http://apmonitor.com/online/view_pass.php|web browser interface]].
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Additional information and tutorials are found in archives of the [[http://apmonitor.com/wiki/index.php/Main/UsersGroup|User's Group Seminar]] or in the [[http://apmonitor.com/wiki|APM Documentation]]. Another source of support is the [[http://groups.google.com/group/apmonitor|APM Google Group Discussion Forum]]. Forum members include graduate students, industrial sponsors, interested observers, and others interested in optimization and control technology.
February 08, 2012, at 05:22 AM by 69.169.136.210 -
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Background on APC

Development of new algorithms

Web-based services
for collaboration
to:
The [[http://apmonitor.com|APMonitor Modeling Language]] is optimization software for differential and algebraic equations. It is coupled with large-scale nonlinear programming solvers for data reconciliation, real-time optimization, dynamic simulation, and nonlinear predictive control. It is available as a free web service that can be accessed through [[http://apmonitor.com/wiki/index.php/Main/MATLAB|APM MATLAB]], [[http://apmonitor.com/wiki/index.php/Main/PythonApp|APM Python]], or with a web-interface.

New developments include improvements to large-scale Nonlinear Programming (NLP) solvers, parallelization of algorithms, new ways to visualize optimization solutions, multi-agent control architectures, and improved data reconciliation.
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!! Advanced Process Control

Background on APC

Development of new algorithms

Web-based services for collaboration