Wind farm on a mountain with snow.
Ice detection

5 min to read

Types of ice detection on rotor blades

Published: September 28, 2020

Updated: May 19, 2025

Do you know why accurate ice detection matters for wind turbine performance? Wind turbines in cold climates face a persistent challenge: ice accumulation. It not only compromises aerodynamic performance and safety but also causes significant downtime and financial loss. That’s why choosing the right ice detection system is essential for wind farm operators looking to reduce risk and optimize performance.

 

But not all systems are created equal. In this article, we explore the types of ice detection technologies available today, explain how they differ, and show how direct on-blade systems provide key advantages over nacelle-based solutions.

The impact of icing on wind turbines

Ice buildup on rotor blades leads to:

  • Reduced energy output due to aerodynamic imbalance
  • Increased wear and tear on turbine components
  • Revenue losses
  • Extended downtime, especially when turbines shut down preventively
  • Safety risks from ice throw

For operators, this means higher maintenance costs and reduced profitability. Early and accurate detection is therefore a critical step toward more reliable winter operation.

What are the options for ice detection on rotor blades?

There are a variety of systems for ice detection systems or rather technologies for the detection of icing. Most frequent ones:

  • Measurement of the ambient temperature
  • Measurement of the ambient temperature and the humidity
  • Anemometer comparison
  • Nacelle-based ice detectors
  • Camera systems
  • Ice detection via a change of the performance curve
  • Ice detection using measurements directly on the rotor blades

Due to the measurement methodology and the associated accuracy, the methods mentioned above differ in addition to the factors of the yield of the wind turbine and the wear and tear in the safety factor. Therefore, two technical solutions have become established on the market: nacelle-based ice detection systems and ice detection systems on rotor blades.

 

Information about de-icing and anti-icing

More about De-Icing and Anti-Icing in our blog

Information about de-icing and anti-icing

Teaser

Download ice detection whitepaper

Do you know which ice detection system is right for you? Find out this and more in our whitepaper and prepare your assets for the winter season.

Nacelle-based ice detection systems

Nacelle-based ice detection systems  determine on the nacelle whether the conditions for icing of the rotor blades are met. There are different approaches:

  • Comparison of two anemometers
  • Ultrasound-based ice detection
  • Acquisition of meteorological data such as humidity

It is common to all approaches that there are different flow conditions on the nacelle than on the rotor blade, since rotor blades reach higher heights and the flow (high top speeds) on the blade results in different flow conditions.

Ice detection on rotor blades

Ice detection on rotor blades determines icing by measuring directly on the rotor blade or inside the rotor blade. A distinction is made between direct measurement on the outside of the blade (e.g. fully automatic operation under icing conditions with :RESTART ICE) and systems that measure indirectly inside the blade.

What is the difference between nacelle-based systems and the direct on blade measurement?

As already shown, nacelle-based ice detection systems (i.e. Labkotec, work, for example, by comparing two anemometers, ultrasound-based measurement or the acquisition of meteorological data, such as humidity, whether there are icing conditions and therefore the system must be switched off.

 

However, there are other flow conditions on the nacelle than on the rotor blade. These are due to the rotation of the rotor blades and due to the differing altitude. Especially because of the trend towards ever larger rotor blades and increasing tower heights, an ever-greater impact is also foreseeable in the future.

 

Because of these properties of the rotor blades, the sensors must be designed to be sensitive in order to be able to reliably detect an accumulation of ice. However, this can lead to the system being switched off earlier than would actually be necessary. Furthermore, the measurement on the nacelle cannot determine when the icing on the rotor blades has ended. Automatic restart, as for example with our :RESTART ICE system, is therefore not possible with such systems.

What is the advantage of measuring directly on the rotor blade surface?

There are systems that enable ice detection and temperature measurement directly on the blade surface of wind turbines. This measurement directly on the blade surface enables exact detection and does not require any electrical wiring inside the blade. It does not interfere with the construction of a wind turbine as no service work is required inside the blade.

 

Due to the measurement directly on the rotor blade surface, a measurement at the tip of the rotor blade is also possible. This is advantageous, as this is where icing usually begins. Ice detection systems which measure indirectly inside the blade cannot do this, as such systems are usually not accessible due to the structure of the blade.

 

For ice detection systems directly on the rotor blade, the ice signal can be calculated without access to the operating data of the wind turbine. In contrast, vibration-based systems require operating data of the wind turbine such as wind speed, pitch angle, number of revolutions etc.

 

By using energy-autonomous sensors, ice detection systems directly on the blade surface do not cause any further running costs. Furthermore, measurement is possible during complete standstill, which means that no wind excitation is necessary to set the blades into vibration.

ROI example: Direct detection reduces downtime

The implementation of :RESTART ICE sensors on Enercon turbines E-126 and E-138 led to measurable savings:

  • Total number of turbines: 7
  • Rated capacity per turbine: 3.8 MW
  • Capacitiy factor: 30 %

By implementing :RESTART ICE, the customer was able to reduce downtime and costs, resulting in annual savings of €8,239 per turbine per year, with a payback period of less than 3 months.

 

This example illustrates the tangible ROI that direct ice detection systems can provide, especially in harsh cold climate regions.

 

Choosing the right ice detection system is the key to success. In this article, we describe the most important factors for purchasing an ice detection system.

What systems are available on the market and how do they differ?

Which systems are available on the market and how they differ is explained in detail in our 21-page whitepaper about ice detection to optimize your wind turbine.

Using a smart system to detect ice can reduce downtimes up to 80 %.

Find further advantages of the technology.

Using a smart system to detect ice can reduce downtimes up to 80 %.

EOLOGIX-PING offers systems for ice detection with direct measurement on the rotor blades based on capacitive sensor technology and stands for ice detection and temperature measurement directly on the rotor blade surface. When selecting an ice detection system, various factors must be taken into account, including the calibration and flexibility of the solution. Here you will find an overview of 6 relevant factors to consider when purchasing an ice detection system.

 

With growing emphasis on maximizing turbine uptime in all seasons, more operators are turning to direct ice detection technologies as part of their operational strategy. Compared to nacelle-based systems, on-blade sensors provide the accuracy needed to make data-driven decisions in real time.

 

Whether the goal is to prevent unnecessary shutdowns, reduce ice-induced damage, or shorten recovery time after icing events, the type of ice detection system matters.

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