Using AI to improve operations

When: Friday, 24 June 2022, 10:45 - 12:15
Where: Auditorium

Session description

Operational efficiency is the act of improving all of the processes that support the development of your final product or service. This can include evaluating resource utilization, analysing potential revenue streams, reviewing production efficiency and asset management, up to delivery and distribution. In today’s increasingly technological environment, AI solutions have risen to the top of the operational efficiency market. Attend this session to learn about solutions that are being developed and implemented today.

Session chair

Tuhfe Göçmen

Researcher, DTU Wind Energy

Elena Gonzalez

Lead O&M Engineer, Iberdrola

Presentations

Application of Gaussian Processes to Dual-Doppler LiDAR scanning measurements for high frequency wind field reconstruction

Nassir Cassamo

TNO

Large-scale turbine performance monitoring using adaptive Machine Learning

Bruno Pinto

Sereema

Probabilistic load surrogates using Bayesian Neural Networks

Nikolay Dimitrov

DTU Wind Energy

The Route Towards the Streamlined Deployment of Value Generating Machine Learning on Live Operational Data

Philip Bradstock

Bitbloom Ltd

Towards increased interpretability of AI-based tools in the energy sector with focus on the wind energy trading application

Konstantinos Parginos

MINES Paris - PSL University