Skip to main content

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

Project description

New environmental control systems and thermal management architectures

The EU-funded TWINECS project aims to develop an efficient, robust, and accurate model to simulate electrical environmental control systems (e-ECS). It is based on major challenges from a previous project, MALET, which include the Vapor Cycle System (VCS) simulations, VCS heat exchangers, and electrical components. The project modelling approach is twofold as both physical and surrogate models must be developed and integrated into the Dymola/Modelica framework. Specific objectives include the development of thermo-fluid models, electrical models and surrogate models for previous components based on data analytics techniques. Finally, the project will perform a simulation of a complete thermo-fluid-electrical VCS model using both the standard and the surrogate models.

Coordinator

UNIVERSITAT POLITECNICA DE CATALUNYA
Net EU contribution
€ 265 750,00
Address
Calle Jordi Girona 31
08034 Barcelona
Spain

See on map

Region
Este Cataluña Barcelona
Activity type
Higher or Secondary Education Establishments
Non-EU contribution
€ 0,00

Participants (2)

INTERUNIVERSITAIR MICRO-ELECTRONICA CENTRUM
Belgium
Net EU contribution
€ 186 695,00
Address
Kapeldreef 75
3001 Leuven

See on map

Region
Vlaams Gewest Prov. Vlaams-Brabant Arr. Leuven
Activity type
Research Organisations
Non-EU contribution
€ 0,00
RHEINISCH-WESTFAELISCHE TECHNISCHE HOCHSCHULE AACHEN
Germany
Net EU contribution
€ 137 500,00
Address
Templergraben 55
52062 Aachen

See on map

Region
Nordrhein-Westfalen Köln Städteregion Aachen
Activity type
Higher or Secondary Education Establishments
Non-EU contribution
€ 0,00