Copyright: 945_7039.NEFSource : Thales

Challenge

AI x Space

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Challenge Overview

Description du challenge

New technologies have become a key to increase space products production rates against the backdrop of a fast-evolving industry. The Factory of the Future is designed to incorporate state-of-the-art and cost-competitive technologies in production organizations, fully reflecting the digital transformation.Therefore, the objectives of the challenge are to:

  • Automatize and optimize operations of manoeuvring a satellite and/or a rover
  • Anticipate satellite breakage or failure and identify the nature of the possible maintenance to be done
  • Learn and model normal behaviour to detect abnormal- Detect anomalies in logs and observation
  • Optimize algorithms in embedded software
  • Explain object/change detection
  • Enable all-purpose analytics on space system general data to reduce the decision-making process
  • Optimize data processing and analysis through multiple satellites
  • Provide AI solutions for telecom signal processing: detection, characterization, jamming...
  • Implement AI for space system digital twin: generation of simulators, generation of data i.e thermal simulation
  • Use trustable processes for critical systems

Copyright: Thales
Copyright: Thales
Copyright : Sergey Nivens
Copyright : Sergey Nivens

Wanted

Expert in:

  • Machine learning engineering
  • Data science
  • Explainability
  • Robotics
  • Computer vision
  • System maintenance
  • Distributed system optimization

Projects you could be working on

Use cases intended to:

  • Reduce the resources needed to manage a satellite
  • Develop multi-satellite optimization solutions for missions and control operations
  • Detect robust object and change from aerial and satellite images augmented by explanations
  • Perform Space Situation Awareness: detection of debris, space objects, trajectories in relation to prediction. How we take into account SSA for our system: avoidance
  • Make Space Vehicles Autonomous: rovers, space probs...