AI in Energy forecasting:
How to avoid the black-box effect?

What You’ll Learn In This Webinar

Anticipating the future is a key concern for all actors of the energy sector. More specifically, as energy became a data-driven sector, forecasting of time-series has taken significant importance for a wide range of actors:

  • for a system operator to minimise the operational costs of running the grid
  • for an asset owner to support them in the management of their technical constraints
  • for a portfolio manager to mitigate financial risks
  • for a trader to capture opportunities on speculative markets

With the rising use of Machine Learning and Artificial Intelligence approaches, another trend is emerging: the need for explainability and transparency.

About the Speakers

Adrien Rosen Head of Product Business Ownership

Adrien Rosen is an experienced professional in the Energy sector with demonstrated experience in commodities markets.Adrien is passionate about the fast-paced energy sector, more specifically commodity markets. He believes the energy transition will be enabled by a combination of new technologies, data valorization, renewable energies, and appropriate market designs. Adrien has a demonstrated history of working on energy markets with live market trading activity (CWE gas and power markets) and a master degree in electromechanical Engineer (energy).

PIERRE ARTOISENET Energy Senior Expert

With a background in physics and statistics, Pierre has built robust statistical analysis and numerical modeling skills, first in the high-energy physics academic community and then in the corporate energy sector. Besides his technical work, Pierre has produced high-quality reports (including international publications in prestigious journals) and presented talks on many occasions. At N-SIDE, Pierre led a technology suite of innovative algorithms for energy price & volume forecasts and brought breakthroughs in the field of Explainable AI (XAI) to increase interpretability of trained models.

Watch the webinar replay