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Tools and Languages for Modeling and Optimization of Large-Scale Dynamical Systems

Publiceringsår: 2007
Språk: Engelska
Dokumenttyp: Konferensbidrag


High-level modeling languages are receiving increased industrial and
academic interest within several domains, such as chemical
engineering, thermo-fluid systems and automotive
systems. One such modeling language is Modelica.
Modelica is an open language, specifically targeted at multi-domain
modeling and model re-use. Key features of Modelica include object
oriented modeling, declarative equation modeling, a software component
model enabling acausal connections of submodels, as well as support
for hybrid/discrete behaviour. These features have proven very
applicable to large-scale modeling problems in various
fields. This contribution gives an overview of a project targeted at i)
defining an extension of Modelica, Optimica, which enables high level
formulation of optimization problems, ii) developing prototype
tools for translating a Modelica model and a complementary Optimica
description into a representation suited for numerical algorithms, and
iii) performing case studies demonstrating the potential of the



  • Control Engineering
  • Modeling of Complex Systems
  • Large Scale Dynamic Optimization
  • Modelica


23rd IFIP TC 7 Conference on System Modelling and Optimization
Krakow, Poland

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