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Home › Industries and applications › Renewable energy › Turbulence and wake measurement
Engineers taking handheld wind measurements in front of a wind farm
Turbulence and wake measurement

The yield is down.
One wind speed cannot tell you why.

Three-axis and research-grade anemometry for wake interaction, terrain-driven shear and flow inclination, so an underperformance argument is made from measurement rather than from a model.

100 Hz
Research range maximum output rate
14-bit
Measurement resolution across the Research range
3
Axes, so the vertical component is resolved
1985
Building ultrasonic wind sensors in the UK

Underperformance is easy to see and hard to attribute

A site that generates below its assumption produces an immediate commercial problem and no immediate explanation. The shortfall is visible in the revenue and invisible in the SCADA wind speed, because the nacelle anemometer sits behind the rotor that is causing part of the effect.

Wake interaction between rows, terrain-driven shear and flow inclination all reduce yield, and they reduce it differently at different times of day and in different stability conditions. A single horizontal wind speed averages all of that into one number that explains nothing.

Without measurement, the conversation between owner, operator and turbine supplier becomes a comparison of models. Each party has one, and each model was built on assumptions the others did not make.

Renewable sensing map

Every renewable decision starts at a measurement point

A renewable site measures across the whole asset. Wind at the nacelle and on the mast. Turbulence and shear across the rotor. Irradiance across the array, ambient at the substation, and the condition of the machinery below.

Explore 16 measurement points to see what is being measured, where the measurement happens and which sensing technology fits the application.

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Need head geometry, output rates or mounting detail?Head selection, sampling rate, protocol documentation and traceable calibration. Direct from our engineering team.

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Three quantities that a 2-axis instrument cannot separate

Turbulence intensity describes how much the flow varies around its mean. It drives the fatigue loads the machine is certified against, and it rises sharply inside a wake. A cup anemometer averages that variation away, which is precisely the information needed.

Flow inclination is the angle of the wind to the horizontal. Over complex terrain it can be several degrees, and a rotor meeting inclined flow is not meeting the wind the power curve assumes. Only a three-axis measurement resolves it.

Wake deficit is the speed reduction downstream of a machine, and it recovers over distance in a way that depends on the turbulence of the inflow. Measuring inflow and downstream conditions at the same time is what turns a wake model into a wake observation.

These are measurement problems rather than analysis problems. The instrument decides whether the quantity exists in the dataset at all.

Sampling rate decides what is visible

Turbulence structure exists at frequencies that a slow instrument simply does not see. The sampling rate sets the smallest eddy the record contains, and anything faster than that becomes noise on the mean.

WindMaster provides 3-axis measurement at 20 Hz with options up to 32 Hz, which suits operational turbulence and shear work. The Research range provides 50 Hz on R3-50 and HS-50, and 100 Hz on R3-100 and HS-100, all at 14-bit resolution, for flux-style and boundary layer measurement.

Resolve the flow, do not average it

View the Research range

The instrument disturbs the flow it is measuring

Any anemometer head sits in the air it is measuring, so the geometry of the head decides how much of the flow it distorts and from which directions. For turbulence and flux work that distortion is not a rounding error, it is part of the result.

The Research range offers a standard head on R3-50 and R3-100, and a horizontal head on HS-50 and HS-100 where the flow direction and the mounting arrangement make that geometry the better choice. Choosing between them is an application decision worth making before the mast is designed.

Geometry chosen for the flow, not the bracket

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An underperformance claim is only as good as its instrument

Availability warranties, power curve tests and underperformance claims all turn on measured conditions. The question asked is always the same: which instrument, sited where, calibrated when, and traceable to what.

An operational reading with no calibration history behind it is an assertion. The same reading from an instrument on a traceable interval is evidence, and the difference costs nothing at specification and a great deal afterwards.

Labcal is an independent UKAS-accredited laboratory operating to ISO/IEC 17025:2017, calibrating equipment from any manufacturer, which matters when the mast, the nacelle and the reference instrument came from three different suppliers.

What a turbulence campaign carries

Three-axis and research-grade anemometry for the flow itself, with the supporting meteorology and the accredited calibration behind both.

Three-axis measurement

Gill Research range 3-axis ultrasonic anemometers
Research grade

Research range

50 Hz and 100 Hz 3-axis anemometers

For flux-style measurement and boundary layer work, where the sampling rate and the head geometry both form part of the result rather than part of the specification.

Rate : R3-50 and HS-50 provide 50 Hz; R3-100 and HS-100 provide 100 Hz
Resolution : 14-bit digital measurement resolution
Head : Standard head on R3, horizontal head on HS

View Research range

Gill WindMaster 3-axis ultrasonic anemometers
Operational

WindMaster

3-axis ultrasonic anemometer

The broader three-axis platform for turbulence intensity, flow inclination and shear across an operating site, in research, engineering, control and OEM applications.

Output : WindMaster and WindMaster RA provide 20 Hz with options up to 32 Hz
Pro : WindMaster Pro measures 0 to 65 m/s at 32 Hz, 14-bit, stainless head with PRT
Use : Turbulence intensity, flow inclination, vertical component

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Gill WindObserver ultrasonic anemometers
Exposed sites

WindObserver

Heated 316 stainless 2-axis anemometer

For the reference and boundary measurements around a turbulence campaign on a severely exposed or coastal site.

Range : WindObserver 90 measures 0 to 90 m/s; 75 measures 0 to 75 m/s
Build : 316 stainless steel, IP66, heated, icing tested to MIL-STD-810F
Direction : 0 to 360 degrees with no dead band

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Supporting measurement

Gill MetConnect weather stations
Profiles

MetConnect

Separable sensors for WMO-compliant siting

Shear and stability work needs sensors at several heights and usually needs third-party instruments brought into the same station.

Siting : Separable sensors mounted at the heights the campaign requires
Inputs : Accepts third-party, analogue and Pt100 inputs
Use : Temperature profiles for stability, pressure for air density

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Gill MaxiMet compact weather stations
Reference

MaxiMet

All-in-one weather station, no moving parts

One unit and one output string for the supporting meteorological record beside the three-axis measurement.

Full station : GMX551 carries wind, temperature, humidity, pressure, solar and rainfall
Compact : GMX200 is 0.5 kg and measures wind only
Use : Reference conditions, air density inputs

View MaxiMet

Gill WindSonic ultrasonic anemometers
Secondary

WindSonic

Lightweight 2-axis ultrasonic anemometer

For the horizontal reference levels on a profile mast, where speed and direction are what the shear calculation needs.

Range : WindSonic 60 measures 0 to 60 m/s; WindSonic 75 to 0 to 75 m/s
Accuracy : Full-range accuracy published for WindSonic 60 and 75
Options : WindSonic M is heated aluminium, operating to -40 degrees C

View WindSonic

Not sure which product fits this application?Tell us where it will be installed, what it has to survive and the system the data has to reach. Our team will narrow the range down with you.

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Where turbulence and wake measurement does the work

Array losses

Row-to-row wake

Measuring the deficit and recovery between rows, so array efficiency is observed rather than modelled.

Complex terrain

Shear and inclination

Sites where the flow arrives at an angle and the power curve assumption quietly stops applying.

Power curve testing

Contractual measurement

Reference measurement for performance verification, where the instrument and its calibration are part of the contract.

Repowering

Before the larger rotor

Understanding the real inflow across the swept area before committing to a machine that reaches further into it.

Neighbouring development

External wake

Quantifying the effect of a new array upwind, where the argument will be commercial and needs measurement behind it.

Research programmes

Boundary layer and flux

Atmospheric measurement at 50 Hz or 100 Hz alongside the operational record.

UKAS-accredited calibration for six measurement parameters

Labcal is an independent UKAS-accredited calibration laboratory, Lab 0625, operating to ISO/IEC 17025:2017. It provides calibration across gas and air flow, air velocity, liquid flow, pressure, temperature and humidity.

For a turbulence campaign carrying anemometers, thermal probes, pressure instruments, temperature and humidity probes and data loggers, one accredited laboratory keeps a mixed installation on a single traceable schedule.

01 · Gas and air flow

Gas meters · Mass flow controllers · Dispensing systems

02 · Air velocity

Anemometers · Pitot tubes · Thermal probes

03 · Liquid flow

Flow meters and sensors · Process control equipment

04 · Pressure

Gauges · Transducers · Manometers · Transmitters

05 · Temperature

Thermometers · Probes · Thermocouples · Data loggers

06 · Humidity

Hygrometers · Probes · Transmitters

One laboratory. Six UKAS-accredited parameters.Equipment from any manufacturer.

Explore Calibration Services

Getting high-rate data off a mast and into analysis

A turbulence measurement produces far more data than an operational wind reading, and it has to arrive intact and time-stamped consistently across every instrument on the mast.

Gill supports environmental monitoring, industrial sensing, embedded electronics and systems integration, so operators, consultants and research groups can bring high-rate measurement into acquisition chains, loggers and analysis pipelines.

Whether the requirement is a digital output feeding a research acquisition system, Modbus into a site network, or analogue into an existing logger, Gill engineers can support integration from specification through commissioning.

Outputs and options

  • Digital output : Research acquisition chains at 50 Hz and 100 Hz
  • Modbus RTU : Site systems and SCADA
  • Analogue & serial : Existing logger channels
  • Traceable calibration : So the record holds up on review

What the specification looks like in practice

01

Three axes, so the quantity exists

Flow inclination and the vertical component of turbulence are measured rather than inferred, which is what separates an observation from a model output.

02

Rate chosen for the question

WindMaster provides 20 Hz with options up to 32 Hz, and the Research range provides 50 Hz and 100 Hz at 14-bit resolution.

03

Head geometry as a specification item

A standard head on R3-50 and R3-100, and a horizontal head on HS-50 and HS-100, so the instrument suits the flow rather than the bracket.

04

Nothing rotates, so nothing seizes

No rotating sensing element to ice, foul, wear or seize, which is the failure mode that quietly biases a long campaign.

05

Built in the UK since 1985

Ultrasonic wind measurement designed and manufactured in Lymington, with the engineering team reachable during specification.

06

Evidence when the claim is tested

Independent UKAS-accredited calibration across six parameters, for equipment from any manufacturer, so a mixed campaign sits on one traceable schedule.

Ready to specify?Talk through approvals, mounting, power and integration with our team before the specification is fixed.

Discuss your requirements

Questions about turbulence and wake measurement

Turbulence, wake and flow

Because it sits downstream of the rotor it is mounted on, so it reads flow that the machine has already disturbed. It is a control input rather than a measurement of the inflow.

Understanding a wake needs measurement of the undisturbed inflow and of conditions downstream, which means instruments on masts rather than on nacelles.

Gill engineering insightThis is the most common reason an underperformance investigation stalls. The data everyone already has was never measuring the thing in dispute.

WindMaster is the broader 3-axis platform for research, engineering, control, marine and OEM applications, providing 20 Hz with options up to 32 Hz, and 32 Hz on WindMaster Pro and WindMaster HS.

The Research range is for work that needs 50 Hz or 100 Hz output and individual calibration. R3-50 and HS-50 operate at 50 Hz, R3-100 and HS-100 at 100 Hz.

Whenever the instrument distorting the flow would change the result, which is most turbulence and flux work. The Research range offers a standard head on R3 and a horizontal head on HS, and the choice depends on the flow direction and the mounting arrangement.

It depends on the scales the work needs. Operational turbulence intensity and shear are generally served by 20 Hz to 32 Hz. Flux-style and boundary layer measurement is where 50 Hz and 100 Hz become relevant.

Over complex terrain the flow can arrive at a measurable angle to the horizontal, and a rotor meeting inclined flow is not meeting the conditions the power curve assumes. Whether it matters on a given site is a measurement question rather than a general one.

Yes. Labcal is an independent UKAS-accredited calibration laboratory, Lab 0625, operating to ISO/IEC 17025:2017, and it calibrates equipment from any manufacturer across gas and air flow, air velocity, liquid flow, pressure, temperature and humidity.

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Tell us what you need to measure, where and under what conditions. We’ll help you work out the appropriate approach.

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