AFS – Agility and Fidelity of Simulations

Enhance agility and control fidelity in the design of complex physical systems.

Expected results

  • Develop a tool-based methodology to reinforce the link between system architecture and digital simulation, and enhance agility in the design of complex systems.
  • Develop a methodology to improve manufacturer/supplier collaboration in the design of complex systems.
  • Standardize information exchange in design processes through simulation.
  • Define a methodology to manage the fidelity of simulation models to control the reliability of simulation results.
  • Develop new AI-based approaches to enhance the fidelity of digital simulation models (error modelling by the AI, calibrating models, etc.).

Implemented skills

  • Data Science and AI
  • Systems Engineering
  • Scientific Computing

Targeted markets

The work carried out will be implemented on an automobile use case on thermal regulation.

Industry of the future

Project Status: Launched
Industrial partner(s):
ESI Group • Plastic Omnium • Groupe Renault • Stellantis
Academic Partner(s)
IRT SystemX
Project Manager(s)
Rim Kaddah
rim.kaddah[at]irt-systemx.fr

See also

Project

SYNERGIES

Generating real and synthetic scenarios for the development, training, virtual testing and validation of Cooperative, Connected and Automated Mobility systems (CCAM)

Project

AI4REALNET (AI for Real Networks)

AI for Real-World Network Operations

Project

AI4CCAM

To develop an open environment for integrating trustworthy-by-design AI models of vulnerable road user behavior anticipation in urban traffic conditions.