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Generation of Simulation Code from Equation-Based Models for Execution on CUDA-Enabled GPUs
Linköping University, Department of Computer and Information Science. Linköping University, The Institute of Technology.
Linköping University, Department of Computer and Information Science, PELAB - Programming Environment Laboratory. Linköping University, The Institute of Technology.ORCID iD: 0000-0002-3435-4996
2010 (English)In: Proceedings of the 3rd Swedish Workshop on Multi-Core Computing, 2010Conference paper, Published paper (Refereed)
Abstract [en]

In this paper we present some of our work on approaches of generating simulation code from equation-based mathematical models that can be executed on parallel architectures, especially CUDA-enabled GPUs. The models are written in the objectoriented equation-based language Modelica. We show that it is possible to automatically generate simulation code for purecontinuous-time models that can be reduced to an ordinary differential equation system without algebraic loops and where the initial values of all variables and parameters are known at compile time. Implementation work has been carried out in the OpenModelica compiler (an open source implementation of a Modelica compiler). In this paper we discuss previous, ongoing, and potentially future work

Place, publisher, year, edition, pages
2010.
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
URN: urn:nbn:se:liu:diva-110258OAI: oai:DiVA.org:liu-110258DiVA: diva2:743873
Conference
Third Swedish Workshop on Multi-Core Computing, Göteborg, Sweden, November 18-19, 2010
Available from: 2014-09-05 Created: 2014-09-05 Last updated: 2015-05-18Bibliographically approved

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Stavåker, KristianFritzson, Peter

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