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AI Monitoring 

Reduce operation and maintenance risk with Turbit AI Monitoring - Automate analytics workload massively in technical operations. Performance with our analytics modules and easily integrate everything with our API.

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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   

AI Infrastrutur

Turbit AI Modules

 

Modules are based on the Turbit AI infrastructure.

Power

 

  • Detect underperformances up to +- 30 kWss

  • ​Monitor long-term power degradation or improvements

  • Automatic and highly accurate AI loss calculation

  • Turbit AI can handle complex sound reduction curves 

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Label Prediction

 

  • Get AI relevance predictions of Turbit events

  • Automated event prioritization by AI

  • Get automated failure mode predictions by AI

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Rotor Bearing

 

  • Temperature monitoring of the rotor bearing​

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Gearbox

 

  • Temperature monitoring of bearings, coolers and oil

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  • Oil pressure monitoring

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Generator

 

  • Temperature monitoring of bearings and coolers​

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Classic Monitoring

 

Benchmarking

 

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

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Yaw Monitoring

 

  • Identify and monitor yaw misalignments and potentially increase up to 3 % annual energy production. 

  • Requires "high frequency data" package

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Bat Monitoring

 

  • Get alarmed immediately, if bat control is not working correctly.

  • Turbit deals with the most complex rules from night tenth till hysteresis rules.

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API & Integrations

 

Turbit API

 

  • Temperature monitoring of the rotor bearing​

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  • ​Real-time event reporting via e-mail

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  • Technical  support

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OPC/IEC Connections

 

  • Yaw Error Analysis for fixed environemntal conditions​

  • 3D  yaw error plot as a function of dynamic environemntal conditions​

  • Calibration support

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2nd level SCADA 

  • Full integration to Rotorsoft, WIS, Greenbyte, Bax Energy, Bazefield, WEO, and many more.

  • Get Turbit events and cases directly pushed into your system.​​

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High frequency data

 

  • Connection and long time storage of 60s or 1s data

  • High frequency data is available to all of Turbit's AI and analytics tools. 

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Talk to our Experts

Ask our experts and get relevant insights of how AI monitoring can change the way you operate wind turbines

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