Preprints
https://doi.org/10.5194/wes-2026-150
https://doi.org/10.5194/wes-2026-150
18 Sep 2026
 | 18 Sep 2026
Status: this preprint is currently under review for the journal WES.

Using an Airborne Wind Energy System as a turbulence sensor

Agustí Porta Ko, Mark Kelly, Duc H. Nguyen, and Espen Oland

Abstract. Atmospheric turbulence characterisation in the upper atmospheric boundary layer (ABL) remains a challenge, as conventional measurement techniques, such as masts and lidars, have fundamental limitations at those altitudes. Airborne Wind Energy Systems (AWES), which operate tethered kites at altitudes beyond the surface-layer, show great promise as turbulence sensing platforms. This paper describes a methodology to characterise atmospheric turbulence from quantities that are available from standard onboard sensors. The methodology has been developed in UniSimAWE, Kitemill's in-house simulator framework, where the Mann model has been employed to generate atmospheric turbulence. The two operational phases of ground generation AWES, production and return phase, have been exploited as complementary sampling strategies. During the return phase, the kite follows a near-streamwise trajectory, enabling measurement of the turbulence intensity and integral time and length scales for the three velocity components. Moreover, Taylor's frozen turbulence hypothesis has been shown to hold for this sampling strategy, both through the integral length-to-time scale ratio, and the wavenumber-to-frequency power spectral density ratio. In the production phase, the kite flies in crosswind manoeuvres, following a helical path; the dominant crosswind component allows measurement of the integral time and length scales in the crosswind direction which are unavailable from conventional fixed-point sensors. In addition, the helical path enables the measurement of streamwise integral time scale. A novel time scale is introduced to characterise the interaction between the atmospheric turbulent structures and the AWES trajectory, with relevance for turbulence-adaptive control. The results demonstrate the potential of AWES to measure relevant atmospheric turbulence quantities throughout its operation, with advantages over conventional measurement techniques.

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Agustí Porta Ko, Mark Kelly, Duc H. Nguyen, and Espen Oland

Status: open (until 16 Oct 2026)

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Agustí Porta Ko, Mark Kelly, Duc H. Nguyen, and Espen Oland
Agustí Porta Ko, Mark Kelly, Duc H. Nguyen, and Espen Oland
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Short summary
Measuring atmospheric turbulence high above the ground is complex, as masts are too short and remote-sensing devices lose accuracy with height. This study shows that a tethered flying kite, already used to harvest wind energy at high altitudes, can also act as a turbulence sensor using standard onboard instruments. A method is proposed to obtain relevant turbulence parameters, some unavailable to conventional instruments, helping fill a measurement gap.
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