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Modeling and Optimization with Modelica and Optimica Using the JModelica.org Open Source Platform

Åkesson, Johan LU ; Bergdahl, Tove ; Gäfvert, Magnus LU and Tummescheit, Hubertus LU (2009) 7th International Modelica Conference, 2009
Abstract
This paper reports a new Modelica-based open source project entitled JModelica.org, targeted towards dynamic optimization. The objective of the project is to bridge the gap between the need for high-level description languages and the details of numerical optimization algorithms. JModelica.org is also intended as an extensible platform where algorithm developers, particularly in the academic community, may integrate new and innovative methods. In doing so, researchers gain access to a wealth of industrially relevant optimization problems based on existing Modelica models, while at the same time facilitating industrial use of state of the art algorithms. In this contribution, an overview of the platform is presented and an example is used... (More)
This paper reports a new Modelica-based open source project entitled JModelica.org, targeted towards dynamic optimization. The objective of the project is to bridge the gap between the need for high-level description languages and the details of numerical optimization algorithms. JModelica.org is also intended as an extensible platform where algorithm developers, particularly in the academic community, may integrate new and innovative methods. In doing so, researchers gain access to a wealth of industrially relevant optimization problems based on existing Modelica models, while at the same time facilitating industrial use of state of the art algorithms. In this contribution, an overview of the platform is presented and an example is used to illustrate how JModelica.org can be used to formulate and solve optimization problems based on Modelica models. (Less)
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author
; ; and
organization
publishing date
type
Contribution to conference
publication status
published
subject
keywords
Optimization, Modelica, Optimica, Model Predictive Control
conference name
7th International Modelica Conference, 2009
conference location
Como, Italy
conference dates
2009-09-20 - 2009-09-22
language
English
LU publication?
yes
id
69b46127-00b3-43c6-adf4-a32f44c7f887 (old id 1625367)
date added to LUP
2016-04-04 13:51:06
date last changed
2025-04-04 14:09:55
@misc{69b46127-00b3-43c6-adf4-a32f44c7f887,
  abstract     = {{This paper reports a new Modelica-based open source project entitled JModelica.org, targeted towards dynamic optimization. The objective of the project is to bridge the gap between the need for high-level description languages and the details of numerical optimization algorithms. JModelica.org is also intended as an extensible platform where algorithm developers, particularly in the academic community, may integrate new and innovative methods. In doing so, researchers gain access to a wealth of industrially relevant optimization problems based on existing Modelica models, while at the same time facilitating industrial use of state of the art algorithms. In this contribution, an overview of the platform is presented and an example is used to illustrate how JModelica.org can be used to formulate and solve optimization problems based on Modelica models.}},
  author       = {{Åkesson, Johan and Bergdahl, Tove and Gäfvert, Magnus and Tummescheit, Hubertus}},
  keywords     = {{Optimization; Modelica; Optimica; Model Predictive Control}},
  language     = {{eng}},
  title        = {{Modeling and Optimization with Modelica and Optimica Using the JModelica.org Open Source Platform}},
  year         = {{2009}},
}