Name
Title | ||
|---|---|---|
Realization-preserving model reduction of object-oriented models using energy-based metrics |
Abstract | ||
|---|---|---|
AbstractThis 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. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1177/0037549718815338 | Periodicals |
Keywords | Field | DocType |
Object-oriented modeling,model simplification,realization-preserving modeling,model reduction,energy-based ranking metrics,Modelica | Object-oriented modeling,Object-oriented programming,Computer science,Real-time computing,Computational science,Modelica | Journal |
Volume | Issue | ISSN |
95 | 7 | 0037-5497 |
Citations | PageRank | References |
0 | 0.34 | 2 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Anton Sodja | 1 | 13 | 4.41 |
| Igor Skrjanc | 2 | 354 | 52.47 |
| Borut Zupancic | 3 | 8 | 7.06 |