PhD"Simulating sustainability scenarios in telecoms using AI and digital twin" M/F
Orange
- Lannion, Côtes-d'Armor
- Stage
- Temps-plein
- Completing the state of the art on sustainability levers and scenarios for telecommunications networks.
- Conducting macroscopic evaluations of sustainability levers and scenarios to select those to be considered.
- Identifying the data necessary for quantifying the energy and environmental impacts of telecommunications networks.
- Utilizing this data with artificial intelligence tools and the concept of a digital twin.
- Designing, developing, and evaluating models and methodologies for quantifying future environmental impacts of telecommunications networks.
- Analyzing the interactions between different factors and their energy and environmental impacts to determine reduction strategies.
- Proposing a reverse methodology for designing telecommunications networks under energy and environmental constraints.
- Analyzing the economic challenges induced by the considered scenarios.
[ADEME-ARCEP] « Evaluation de l'impact environnemental du numérique en France et analyse prospective »,
[CITIZING-HCC] « Déploiement de la 5G en France : Quel impact sur la consommation d'énergie et l'empreinte carbone ? », Décembre 2020,
[SHIFT] « Energie, climat : des réseaux sobres pour des usages connectés résilients - rapport intermédiaire », Décembre 2023,about youRequired scientific and technical skills and personal qualities for the position:
- Specialization in the field of statistics, machine learning or artificial intelligence
- Knowledge of telecommunications networks or energy and environmental issues
- Programming skills
- Excellent written and oral communication skills in French and English
- Ability to work autonomously and in a team