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Working

with Turbit AI

Resolve unnoticed underperformance or work on abnormal behavior patterns from specific components.  Optimize detection performance with relvent feedback.

 

Deploy Turbit AI Monitoring

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Technical Set Up

For each turbine, component and each site, Turbit AI learns the normal performance behavior from historical SCADA data. Turbit models use physically relevant input data such as wind speed, temperature, wind direction and turbulence intensity.

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AI Monitoring

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Feedback Loop

Continuous simulation of the normal behavior (measured values). Turbit AI detects deviations from the dynamic normal behavior and provides this anomaly as an automatic report. Each report is accessible via link or API.

Evaluate every anomaly detection. This feedback continuously improves the Turbit AI: 

  • Communication per wind turbine

  • Precise anomaly detection

  • Prediction of root causes

 

Evolving from Monitoring
to an AI operating system

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Understanding every data point

Turbit constantly enriches SCADA data with a wide range of simulated data to better understand complex behavior patterns of each wind turbine. Turbit AI works with every wind turbine regardless of the manufacturer and site.

Issue Classification

Deep neural networks use enriched SCADA data for anomaly detection and root cause prediction. Understanding patterns of the anomaly like linear trends or a sharp temperature increase is crucial for understanding the issue at hand and for determining urgency.

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Optimization

Feedback from technical operators constantly improves the failure database and the (root cause) detection performance. In Addition, feedback helps to increase communication relevance from Turbit AI on a wind turbine and park level.

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Scale

Optimized (root cause) detection performance and communication relevance from Turbit AI are the technical prerequisites for scaling an AI operating system for wind turbines. Implementing new processes and roles are equally important. Talk to a Turbit Expert to better understand organizational adjustment while scaling.

How to Start

Book a demo and learn how Turbit AI changes operation and maintenance for wind turbines.