S3 - AI to predict failures
17 Nov - From 12:50 to 14:40
Introduction
Can AI really predict failures in your turbines—or just add noise to SCADA alarms? We look at what works in practice: CMS trends, fault codes, and data-driven models turned into actionable maintenance. Where do you see real lead time, and where does it break down? Join peers to compare setups, results, and how predictions link to actual work orders.
Take the moderator seat
Moderated by wind asset owners.
A small number of peers are invited to lead these roundtables — shaping the discussion and working closely with experienced operators.
You will join an international group from leading asset owners. Moderate multiple sessions and join the event free of charge.
To learn more about what's expected from a moderator and apply to be a moderator, please click here.
Is this your cup of tea?
Are these the challenges you are expected to develop in your professional role?
How are you using SCADA vs CMS data—what signals actually give you early warnings?
What precision vs false positive levels are you seeing in your models today?
Which components have you managed to predict reliably—and which still fail without warning?
How do you connect predictions to CMMS and maintenance planning in practice?
What avoided downtime have you actually seen—and does it justify the effort?
Joining this discussion with identical peers from other WTG owners will give you a broader understanding, an expanded network and valuable insights.
Your top challenge – directly included
This roundtable is based on real and current challenges held among the participants. You will have direct input on your top challenge and insights into your peer’s top challenges.
Before the event - submit your top challenge.
At the event - discover your peers' challenges, have input on yours and discuss solutions.
After the event - receive a summary of the findings from all roundtables, providing valuable insights for all.
Once you have registered your team, each individual will receive a link to select roundtables and submit their top challenges. A dummy is shown at this link.
Jump in-between our five different sessions: