Article | Proceedings of the 13th International Modelica Conference, Regensburg, Germany, March 4–6, 2019 | Python-Modelica Framework for Automated Simulation and Optimization Link�ping University Electronic Press Conference Proceedings
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Title:
Python-Modelica Framework for Automated Simulation and Optimization
Author:
Mareike Leimeister: Naval Architecture, Ocean and Marine Engineering, University of Strathclyde, United Kingdom / Fraunhofer IWES, Fraunhofer Institute for Wind Energy Systems, Germany
DOI:
10.3384/ecp1915751
Download:
Full text (pdf)
Year:
2019
Conference:
Proceedings of the 13th International Modelica Conference, Regensburg, Germany, March 4–6, 2019
Issue:
157
Article no.:
005
Pages:
8
No. of pages:
51-58
Publication type:
Abstract and Fulltext
Published:
2019-02-01
ISBN:
978-91-7685-122-7
Series:
Linköping Electronic Conference Proceedings
ISSN (print):
1650-3686
ISSN (online):
1650-3740
Publisher:
Linköping University Electronic Press, Linköpings universitet


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Modeling and simulation are essential for the development of complex engineering systems, such as wind turbines. Thus, Fraunhofer IWES (Fraunhofer Institute for Wind Energy Systems) has developed the MoWiT (Modelica for Wind Turbines) library for fully-coupled aero-hydro-servo-elastic simulations of wind turbine systems. To meet the needs for detailed assessment and design development of such sophisticated engineering systems, which imply iterative steps for design optimization, a Python-Modelica framework is set up and presented in this paper. By means of this, the simulation of MoWiT models can easily be managed, including redefinition of model parameters, specification of output sensors and simulation settings, integration of optimization algorithms, post-processing of simulation results, as well as parallel execution of several simulations. The application of this Python-Modelica framework is shown based on the example of a design optimization task of a floating wind turbine support structure.ure.

Keywords: Modelica, OneWind, MoWiT, Python, wind turbines, automated design optimization

Proceedings of the 13th International Modelica Conference, Regensburg, Germany, March 4–6, 2019

Author:
Mareike Leimeister
Title:
Python-Modelica Framework for Automated Simulation and Optimization
DOI:
http://dx.doi.org/10.3384/ecp1915751
References:
No references available

Proceedings of the 13th International Modelica Conference, Regensburg, Germany, March 4–6, 2019

Author:
Mareike Leimeister
Title:
Python-Modelica Framework for Automated Simulation and Optimization
DOI:
http://dx.doi.org/10.3384/ecp1915751
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Last updated: 2018-09-11