A Web Architecture for Modeling and Simulation

Hilding Elmqvist
Modelon AB, Sweden

Martin Malmheden
Modelon AB, Sweden

Johan Andreasson
Modelon AB, Sweden

Ladda ner artikelhttp://dx.doi.org/10.3384/ecp18148255

Ingår i: Proceedings of the 2nd Japanese Modelica Conference, Tokyo, Japan, May 17-18, 2018

Linköping Electronic Conference Proceedings 148:35, s. 255-260

Visa mer +

Publicerad: 2019-02-21

ISBN: 978-91-7685-266-8

ISSN: 1650-3686 (tryckt), 1650-3740 (online)


A Web Architecture for Modeling and Simulation (WAMS) is presented which enables system modeling in your browser using the Modelica language. Compilation and simulations are done on a server using the Optimica Compiler Toolkit (OCT) from Modelon. Such an architecture is appropriate for making design space explorations such as sensitivity analysis, DOE, Monte Carlo analysis, optimizations, parameter estimation, etc. efficiently.


Web app, Cloud Simulations, Model Based Product Design, Modelica, Modeling, Simulation, Optimization


C. Andersson, J. Åkesson, and C. Führer: PyFMI (2016): A Python Package for Simulation of Coupled Dynamic Models with the Functional Mock-up Interface. https://lup.lub.lu.se/search/publication/961a50eb-e4a8-43bc-80ac-d467eef26193

J. Batteh (2018): Development and Implementation of the NASA X-57 Electric Aircraft with Aircraft Dynamics Library, Submitted for publication.

S. Berggren (2017): Web Application for Modeling and Simulation, Malmö University. http://muep.mau.se/handle/2043/23515

T. Blochwitz, M. Otter, J. Åkesson, M. Arnold, C. Clauß, H. Elmqvist, M. Friedrich, A. Junghanns, J. Mauss, D. Neumerkel, H. Olsson, A. Viel (2012): Functional Mockup Interface 2.0: The Standard for Tool independent Exchange of Simulation Models, 9th International Modelica Conference, Munich, 2012. http://www.ep.liu.se/ecp/076/017/ecp12076017.pdf

S. Bittner, O. Oelsner, T. Neidhold (2015): Using FMI in a cloud-based Web Application for System Simulation. Proceedings of the 11th International Modelica Conference September 21-23, 2015, Versailles, France. https://www.modelica.org/events/modelica2015/proceedin gs/html/submissions/ecp15118845_BittnerOelsnerNeidhold.pdf

H. Elmqvist, A.D. Baldwin, S. Dahlberg (2015): 3D Schematics of Modelica Models and Gamification. Proceedings 11th International Modelica Conference, Versailles, September 21-23, 2015. http://www.ep.liu.se/ecp/118/057/ecp15118527.pdf

J. Ishtiaque (2017): Top 5 Online CAD Tools for 3D Modeling, https://www.linkedin.com/pulse/top-5-cloud-based-online-cad-tools-3d-modeling-jabid-ishtiaque/

D. Johansson (2015): Implementing a cloud-based scalable dynamic model simulator, Chalmers University of Technology. Department of Computer Science and Engineering. Gothenburg, Sweden, January 2015. http://publications.lib.chalmers.se/records/fulltext/212552/212552.pdf

M. Maróti, T. Kecskes, R. Kereskényi, B. Broll, P. Völgyesi, L. Jurácz, T. Levendoszky, A. Ledeczi. (2014). Next generation (Meta)modeling: Web- and cloud-based collaborative tool infrastructure. CEUR Workshop Proceedings. 1237. 41-60. https://webgme.org/WebGMEWhitePaper.pdf

Modelica Association (2014): The Modelica Language Specification, Version 3.3 Revision 1, https://www.modelica.org/documents/ModelicaSpec33Revision1.pdf

Modelon (2018a): Vehicle Dynamics Library: http://www.modelon.com/products/modelon-library-suite/vehicle-dynamics-library/

Modelon (2018b): Liquid Cooling Library: http://www.modelon.com/products/modelon-library-suite/liquid-cooling-library

Modelon (2018c): OPTIMICA Compiler Tool Kit. http://www.modelon.com/products/modelon-creator-suite/optimica-compiler-toolkit/

Modelon (2018d): Liquid Cooling Library: http://www.modelon.com/products/modelon-library-suite/electrification-library

L. Qi, X. Tifan, L. Qinghua, C. Liping (2012): WebMWorks: A General Web-Based Modeling and Simulation Environment for Modelica. Proceedings of the 9th International Modelica Conference, September 3-5, 2012, Munich, Germany. https://pdfs.semanticscholar.org/30a6/c036da254693d416b754867ae0243a8baf23.pdf

M. Tiller (2013): The FMQ Web Platform. Detroit FMI Technology Day, November 6, 2013. https://www.youtube.com/watch?v=5wYvQmqCvBo

Citeringar i Crossref