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This paper presents a new approach to extract Modelica codes from finite element analysis or measurement data automatically. The finite element model or the real system on the test bench is adaptively sampled while applying the Gaussian process with a few number of model calculations or measurement points. Based on these support points, a meta- or surrogate model of the system is built. Thus, Modelica codes can be generated automatically. These algorithms are implemented in the multidisciplinary design software OptiY ® . Its application is demonstrated on the example of an electromagnetic actuator.

Auto-Extraction of Modelica Code from Finite Element Analysis or Measurement Data