Wind turbine inspections with autonomous drones and digital twin modelling

Thema:
Accelerating offshore wind farms
Operations and maintenance wind turbines
Robotics
12 September 2023

Wind turbine blade inspections can be faster, cheaper and safer. TNO and SpectX are combining their expertise areas on a new one-year project known as the IBIS project (Increased Blade Inspection Safety). The teams will employ advanced autonomous drone technology and digital twin models, which can reduce the need for manual inspections. Initial trials on a turbine blade on the ground were successful; the first pilot field inspections will take place soon.

Combining technologies for accurate lifetime predictions

Wind farm owners all know that inspecting and maintaining wind turbines take up a large portion of their operational costs. Technicians need to climb the wind turbine and manually check each blade for damage, fractures and other issues that may impair the service life.

SpectX is an expert in developing autonomous drones and is developing an advanced new system specifically for this project. Two drones fly in tandem and use X-ray technology to scan every inch of a wind turbine blade. The radiographic images from the scan are then interpreted and enhanced by means of AI coding.

Digital twin modelling

This is where TNO’s knowledge of digital twin modelling comes into play. The team at TNO create a fully digital replica of the turbine blade, which takes into account all factors of the actual blade. For instance, it knows the environmental loads the blade is subjected to, such as wind gusts and other natural forces.

By importing and interpreting the data obtained from the radiographic scans via an AI interface, TNO can enhance the blade’s lifetime prediction and thus maximise the performance of the wind turbine.

Minimising human risk and human error

Once completed, the IBIS project will offer many benefits to owners of wind farms. Besides the significant cost and time savings, safety hazards are also drastically reduced because rope access inspections can mostly be avoided.

It is a prime example of how human innovation and AI-driven technology can work together on maximising performance and sustainability.

The IBIS project, a collaborative effort of TNO and SpectX, has been made possible in part with funding from TKI Offshore Energy.

Het Kan Wel
Image: SpectX

Get inspired

33 resultaten, getoond 1 t/m 5

Improving wind turbine maintenance with the sensor installation robot

Informatietype:
Insight
9 April 2025
The robot autonomously installs sensors deep within wind turbine blades. For efficient, accurate measurements and reduced maintenance time.

Project launched for recycling wind turbine blades

Informatietype:
News
27 March 2025

TNO research leads to better damage prediction for offshore wind turbine blades

Informatietype:
News
19 March 2025

Better damage prediction for wind turbine blades through unique weather measurements at sea

Informatietype:
Insight
19 March 2025

First study on public perception of wind turbine circularity

Informatietype:
News
30 January 2025