About me
My name is Tanguy Esteoule, I currently work as a Data Scientist in the company meteo*swift, specialized in artificial intelligence in the field of energy transition. My work focuses specifically on wind power forecasting. In particular, I study the consideration of interdependencies and interactions between wind turbines for forecasting.
I did my Ph.D., Adaptive Multi-Agent Systems for Wind Power Forecasting, in the SMAC team at IRIT, computer science laboratory in Toulouse, France.
I am naturally curious and I have always been passionate about music.
Experiences
Initially Ph.D. thesis in industrial relations (CIFRE Agreements) then full-time job since 2020
- Design and development of new wind power forecasting models
- R&D on new products related to the company’s field of activity
- Integration of the research work carried out during the thesis into the wind farms managed by the company
- Development of internal tools
- Writing internal scientific reports
Python practical work: Introduction to the basic structures of algorithmic, implemented in Python (28h)
Data-Mining technics for analysis of Aircraft logs from On-board In
- Analysis of aircraft logs produced by the FSA-NG, an embedded system for flight, maintenance and ground operations
- Search for correlations between events that occurred during the flight by Association Rule learning
- Development of a pattern detection tool, implemented in Java
Education
Thesis: Adaptive Multi-Agent Systems for Wind Power Forecasting
- Training a wind power forecasting model from erroneous numerical weather predictions
- Design and development of an Adaptive Multi-Agent System (AMAS) in charge of wind power forecasting
- Detection and consideration of wake effect constraints between wind turbines
- Works on weather ensemble forecasting in partnership with the French Weather Research Centre (CNRM)
Jury:
- Pierre PINSON, Professor, Technical University of Denmark (Reviewer)
- Yves DEMAZEAU, Director of Research, Université Grenoble Alpes (Reviewer)
- Gauthier PICARD, Professor, Mines de Saint-Etienne (Examiner)
Specialization in Embedded Systems
Exchange semester in a Peruvian university
- Data science and programming course
Projects
Publications
