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Home › Knowledge › How accurate does a wind sensor need to be?
Gill research anemometer installed on a flux tower
Knowledge

How accurate does a wind sensor need to be?

Accuracy is only half the question. Repeatability, long-term stability and the reference speed matter as much. How to write a wind specification that means something.

The level of accuracy depends on the application. Environmental monitoring, aviation, wind-assisted propulsion and industrial control systems all require reliable, repeatable measurements that remain stable over time. Equally important is long-term performance, as mechanical wear can reduce measurement quality. Gill’s ultrasonic sensors provide stable wind speed and direction measurements without moving parts, helping maintain confidence throughout the instrument’s operating life.

Read the reference speed, not just the percentage

An accuracy figure without a reference speed is not a specification. Gill 2-axis sensors are stated as 2% RMSE for speed and 2 degrees RMSE for direction at 12 m/s. The 12 m/s is part of the claim.

Two other things belong in the same sentence and are often left out. RMSE is a statistical measure across a population of readings, not a worst-case bound. And on some instruments the figure changes across the range: WindSonic 60 is stated at under 2% RMSE up to 20 m/s and under 3% RMSE from 20 to 60 m/s, which is the honest way to publish it.

Three properties, not one

Accuracy
  • How close a reading is to the true value. What a specification usually asks for, and the least useful on its own
Repeatability
  • Whether the same conditions give the same reading. What control systems and threshold alarms actually depend on
Stability
  • Whether either of the above holds after five years on site. What decides whether the data set is comparable end to end

For a crane or bridge wind cut-out, repeatability at the threshold matters more than absolute accuracy: the consequence of a sensor that trips at a slightly different speed each time is either a needless shutdown or an unsafe lift. For a wind resource assessment, stability across the campaign is what makes the campaign valid.

What the application usually needs

What drives the specification, by application
ApplicationWhat actually mattersTypical Gill answer
Aviation surface wind, AWOS reportingFormal acceptance, not just a numberWindObserver 70, the model whose datasheet carries FAA and CAA acceptance
Crane, bridge and lifting cut-outsRepeatability at the alarm threshold, and survival of the peakWindSonic 75 or a WindObserver, sized to the worst-case site wind
Environmental and dispersion monitoringBehaviour in light winds, and stability over the campaignA 2-axis ultrasonic sensor, which starts at 0.01 m/s
Wind-assisted propulsion and autonomous vesselsAccurate direction, plus heading and speed for the true wind calculationA marine MaxiMet with the 6-axis compass, or a WindObserver with vessel heading
Turbulence, flux and eddy covarianceOutput rate and the vertical componentWindMaster at 20 to 32 Hz, or the Research range at 50 or 100 Hz
Hazardous areaCertification, which no accuracy figure substitutes forWindObserver IS, ATEX, IECEx and UKEX. Never a WindSonic or WindUltra

The error that usually dominates

On most installations the sensor is not the largest source of error. Siting is. An instrument in the wake of a mast, a handrail, a superstructure or a building reports the wake accurately, and no accuracy specification protects against it.

Before tightening a sensor specification, check the exposure, the height and the distance from obstructions. A 2% sensor badly sited is worse than a 4% sensor well sited, and the second one is cheaper.

What to take away

  • An accuracy figure with no reference speed is not a specification. Gill 2-axis is 2% RMSE at 12 m/s.
  • Accuracy, repeatability and long-term stability are three different properties.
  • Certification and formal acceptance are not accuracy questions and cannot be met with a better number.
  • Siting usually dominates the error budget, so check exposure before tightening the sensor spec.
Still deciding?Tell us the site and the measurement, and our team will tell you what fits and what does not.

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