Yannig Goude

Yannig Goude is a Senior Researcher in Statistical Learning at EDF Lab, based in Voisins-le-Bretonneux, Île-de-France, France.1 He has been working at EDF R&D since 2008, currently in the department "Optimisation Simulation RIsk and Statistics".1 Goude obtained his Ph.D. in statistics and probability in 2007 from the University Paris-Sud 11 Orsay.1

Research and Expertise

Goude's research interests include:

• Forecasting
• Time series analysis
• Machine learning
• Semi-parametric models
• Online aggregation of experts

He is also the manager of the project "Statistics for Energy Management," which focuses on energy market modeling and providing new data analytics and statistical/machine learning methods to operational projects at EDF.1

Career Highlights

• Senior Researcher at EDF R&D (March 2020 - Present)1
• Expert Researcher-Project Manager at EDF R&D (December 2013 - March 2020)1
• Pilote Data Innovation Lab at EDF (January 2017 - Present)1
• Associate Professor at Université Paris-Sud (September 2013 - Present)1

Achievements

Goude has received several awards for his work in energy forecasting:

• Ranked 1st in GEFCOM 14 Load Forecasting task (July 2015)1
• Ranked 1st in GEFCOM 14 Price Forecasting Track (July 2015)1
• Ranked 3rd in GEFCOM12 (July 2012)1

Academic Impact

As a researcher, Goude has made significant contributions to his field:

• He has been cited 3,225 times according to Google Scholar2
• His h-index is 25, with 23 of those citations occurring since 20192
• He has 38 publications with at least 10 citations each (i10-index)2

Yannig Goude's work spans both academic research and practical applications in the energy sector, particularly in statistical learning and forecasting for electricity markets and energy management.