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TWINECS

Toward a Digital Twin ECS and thermal management architecture models: Improvement of MODELICA libraries and usage of Deep Learning technics

Grant period2020-09-01 - 2023-08-31
Funding bodyEuropean Union
Call numberH2020-CS2-CFP10-2019-01
Grant number886533
IdentifierG:(EU-Grant)886533

Note: The project global goal is to develop an efficient, robust, and accurate model to simulate e-ECS under the Dymola/Modelica framework based on libraries provided by the Topic Manager. The central focus is placed on the major challenges underlined in the Clean Sky 2 MALET project which include the efficient simulation of the Vapor Compression System (VCS), the VCS heat exchangers, and the electrical components. The project modelling approach is twofold as both physical and surrogate models must be developed and integrated into the Dymola/Modelica framework. The TwinECS specific objectives are summarized as follows: • Development of thermo-fluid models: VCS heat exchangers and their successful integration in assembled VCS models. • Development of electrical models for: motor, power inverter, ATRU, IGBT and MOSFET. • Development of surrogate models of the aforementioned thermo-fluid and electrical components based on data analytics technics. • Simulation of a complete thermo-fluid-electrical VCS model using both the standard and the surrogate models.
   

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis/Book  ;  ;
Advanced harmonic stability monitoring and control of power-electronics dominated grids
Aachen : E.ON Energy Research Center, RWTH Aachen University, E.ON Energy Research Center 141, : 1. Auflage, 1 Online-Ressource : Illustrationen () [10.18154/RWTH-2025-06020] = Dissertation, RWTH Aachen University, 2024  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;  ;  ;  ;
Surrogate Modelling of Dynamic Phasor Simulations of Electrical Drives
IECON 2022 : 48th Annual Conference of the IEEE Industrial Electronics Society : 17-20 Oct. 2022
48. Annual Conference of the IEEE Industrial Electronics Society, IECON 2022, BrusselsBrussels, Belgium, 17 Oct 2022 - 20 Oct 20222022-10-172022-10-20 [Piscataway, NJ] : IEEE 6 Seiten () [10.1109/IECON49645.2022.9968552]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;
Hybrid Dynamic Phasor Modeling Approaches for Accurate Closed-Loop Simulation of Power Converters
IEEE access 10, 101643-101655 () [10.1109/ACCESS.2022.3208963]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

All known publications ...
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 Datensatz erzeugt am 2021-10-10, letzte Änderung am 2023-02-09
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