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November 30, 2021 by Kaan Öztürk on Renewable Energy

What is the neglect of base rates and why does it matter?

Here’s a surefire way to annoy your coworkers: Pick something most people believe, say it ain’t so, and prove it! Data scientists are particularly good at that kind of irritation. It comes with the domain, of course. Their job is to see what others miss or dismiss what others take for granted. It’s a feature, … →

 
August 10, 2021 by Ömer Eker on Renewable Energy

How AI predicts turbine component breakdowns: Predictive Maintenance Part II

In part one of our Predictive Maintenance series, we talked about the philosophies and history of maintenance (Click here for Part I). The second part of the series focuses on wind turbines and includes examples of how Kavaken’s solution identified a possible major component breakdown in advance to avoid production loss and equipment costs totaling … →

 
 
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