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-  2019 

Realization

DOI: 10.1177/0037549718815338

Keywords: Object-oriented modeling,model simplification,realization-preserving modeling,model reduction,energy-based ranking metrics,Modelica

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Abstract:

This paper deals with the adaptation of energy-based realization-preserving model-reduction techniques for object-oriented models implemented in Modelica. An approach originally developed for bond graphs, where energy-related heuristics were used to identify the components contributing the most to the model’s salient dynamics, was extended to more heterogeneously formulated models in Modelica. A prototype toolbox was developed inside the modeling environment OpenModelica. Its applicability was demonstrated with two examples. Although the model-reduction tool cannot reduce the model completely automatically, it may still offer many useful insights and hints to the user

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