
Turbit AI Infrastructure
The 4 steps of Turbit’s fully automated and self-improving AI infrastructure.

1. Data Engineering
Raw Data Collection
Data Lake and Warehouse
Selection of Training Sets

2. Anomaly Detection
Classic Deep NN* predict normal behaviour
Outlier Detection
Transfer Learning

3. Classification
Anomaly Classification
Failure Mode Prediction
Relevance Prediction

4. Feedback
Customer Feedback Functionalities
Communication
with Service
Reporting & Analytics Tools
*NN: Neutral Networks
Retraining NN
Failure Database
Turbit AI Modules
Modules are based on the Turbit AI infrastructure.
Power
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Detect underperformances up to +- 30 kWss
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Monitor long-term power degradation or improvements
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Automatic and highly accurate AI loss calculation
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Turbit AI can handle complex sound reduction curves

Label Prediction
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Get AI relevance predictions of Turbit events
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Automated event prioritization by AI
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Get automated failure mode predictions by AI

Rotor Bearing
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Temperature monitoring of the rotor bearing

Gearbox
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Temperature monitoring of bearings, coolers and oil
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Oil pressure monitoring

Generator
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Temperature monitoring of bearings and coolers

Classic Monitoring
Benchmarking
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Opt-In to our Benchmarking and compare your data with more than 7000 anonymized data years from Trubit.

Yaw Monitoring
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Identify and monitor yaw misalignments and potentially increase up to 3 % annual energy production.
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Requires "high frequency data" package

Bat Monitoring
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Get alarmed immediately, if bat control is not working correctly.
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Turbit deals with the most complex rules from night tenth till hysteresis rules.

API & Integrations
Turbit API
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Temperature monitoring of the rotor bearing
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Real-time event reporting via e-mail
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Technical support

OPC/IEC Connections
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Yaw Error Analysis for fixed environemntal conditions
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3D yaw error plot as a function of dynamic environemntal conditions
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Calibration support

2nd level SCADA
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Full integration to Rotorsoft, WIS, Greenbyte, Bax Energy, Bazefield, WEO, and many more.
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Get Turbit events and cases directly pushed into your system.

High frequency data
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Connection and long time storage of 60s or 1s data
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High frequency data is available to all of Turbit's AI and analytics tools.
