Skip to main content

Advertisement

Log in

Turbulence Characteristics of Wind-Speed Fluctuations in the Presence of Open Cells: A Case Study

  • Research Article
  • Published:
Boundary-Layer Meteorology Aims and scope Submit manuscript

Abstract

Open cellular structures are frequently observed accompanying cold fronts over the North Sea. Through a two-day case study, measurements from two sites that are 100 km apart, and both covered by open cells, show that the turbulence is characterized by (1) considerable energy in the spectral gap region; (2) similar large-scale wind variation from surface to 100 m. These observations challenge existing algorithms for calculating parameters relevant to wind energy, including the turbulence intensity. We suggest that, in the presence of open cells, the stability effect is more related to the large-scale process, while the conventional parameter, the surface-layer Obukhov length, is less suitable. This issue is also revealed by the comparison of measurements with an unstable-boundary-layer spectral model. A mesoscale spectral model \(A a_1 f^{-2/3}\) is proposed to include the stability effect, when combined with a boundary-layer turbulence model for neutral conditions. The stability effect is introduced to this mesoscale model in a simple manner through calibration, with the coefficient A obtained from regression using standard 10-min time series (from measurements or numerical modelling). The combined model successfully reproduces the power spectrum of wind-speed fluctuations for the two-day open-cell event.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12

Similar content being viewed by others

References

  • Atkinson BW, Zhang JW (1996) Mesoscale shallow convection in the atmosphere. Rev Geophys 4:403–431

    Article  Google Scholar 

  • Bakan S, Schwarz E (1992) Cellular convection over the north-eastern atlantic. Int J Climatol 12:353–367

    Article  Google Scholar 

  • Brummer B, Rump B, Kruspe G (1992) A cold air outbreak near spitsbergen in spring time: boundary layer modification and cloud development. Boundary-Layer Meteorol 61:13–46

    Article  Google Scholar 

  • Busack B, Bakan S, Luthardt H (1985) Surface conditions during mesoscale cellular convection. Bull Am Meteorol Soc 54:4–10

    Google Scholar 

  • Businger JA, Wyngaard JC, Izumi Y, Bradley E (1971) Flux-profile relationships in the atmospheric surface layer. J Atmos Sci 28:181–189

    Article  Google Scholar 

  • Cheynet E, Jakobseb JB, Reuder J (2018) Velocity spectra and coherence estimates in the marine atmospheric boundary layer. Boundary-Layer Meteorol 169:429. https://doi.org/10.1007/s10546-018-0382-2

    Article  Google Scholar 

  • Courtney M, Troen I (1990) Wind speed spectrum for one year of continuous 8 hz measurements. In: Nineth symposium on turbulence and diffusion, American Metrorol Society, pp 301–304

  • Etling D, Brown RA (1993) Roll vortices in the planetary boundary layer: a review. Boundary-Layer Meteorol 65:215–248

    Article  Google Scholar 

  • Floors R, Lea G, Peña A, Karagali I, Ahsbahs T (2016) Report on RUNE’s coastal experiment and first inter-comparisons between measurements systems. Wind Energy Department, Roskilde. Tech Rep DTU Wind Energy-E-Report-0115 (EN). http://orbit.dtu.dk/files/127277148/final.pdf

  • Gage K, Nastrom G (1985) On the spectrum of atmospheric velocity fluctuations seen by MST/ST radar and their interpretation. Radio Sci 20:1339–1347

    Article  Google Scholar 

  • Gage K, Nastrom G (1986) Theoretical interpretation of atmospheric wavenumber spectra of wind and temperature observed by commercial aircraft during GASP. J Atmos Sci 43:729–740

    Article  Google Scholar 

  • Heggem T, Lende R, Løvseth J (1998) Analysis of long time series of coastal wind. J Atmos Sci 55:2907–2917

    Article  Google Scholar 

  • Högström U, Hunt J, Smedman AS (2002) Theory and measurements for turbulence spectra and variances in the atmospheric neutral surface layer. Boundary-Layer Meteorol 103:101–124

    Article  Google Scholar 

  • Højstrup J (1982) Velocity spectra in the unstable boundary layer. J Atmos Sci 39:2239–2248

    Article  Google Scholar 

  • Kaimal J, Finnigan J (1994) Atmospheric boundary layer flows. Oxford University Press, New York, p 289

    Google Scholar 

  • Kaimal J, Wyngaard J, Izumi Y, Coté O (1972) Spectral characteristics of surface-layer turbulence. Q J R Meteorol Soc 98:563–589

    Article  Google Scholar 

  • Kaimal J, Wyngaard J, Haugen J, Coté O, Izumi Y, Caughey S, Readings CJ (1976) Turbulence structure in the convective boundary layer. J Atmos Sci 33:2152–2169

    Article  Google Scholar 

  • Kim K, Adrian R (1999) Very large-scale motion in the outer layer. Phys Fluids 11:417–422

    Article  Google Scholar 

  • Larsen SE (1986) Hotwire measurements of atmospheric turbulence near the ground. Tech Rep Risø-R-233, Risø National Laboratory, Roskilde. ISBN 87-550-0056-8

  • Larsen SE, Højstrup J, Olsen H (1985) Parameterization of the low frequency part of spectra of horizontal velocity component in the stable surface boundary layer. In: Proceeings of the models of turbulence and diffusion in stably stratified regions of the natural environment. Clarendon Press, pp 181–204

  • Larsén XG, Vincent CL, Larsen SE (2013) Spectral structure of the mesoscale winds over the water. Q J R Meteorol Soc 139:685–700. https://doi.org/10.1002/qj.2003

    Article  Google Scholar 

  • Larsén XG, Larsen SE, Petersen EL (2016) Full-scale spectrum of boundary-layer winds. Boundary-Layer Meteorol 159:349–371

    Article  Google Scholar 

  • Larsén XG, Bolaños R, Du J, Kelly M, Koefoed-Hansen H, Larsen S, Karagali I, Badger M, Hahmann A, Imberger M, Sørensen JT, Jackson S, Volker P, Petersen O, Jenkins A, Graham A (2017a) Final report for X-WiWa project: extreme winds and waves for offshore turbines. Report DTU Wind Energy E-0154. ISBN: 978-87-93549-22-7. http://orbit.dtu.dk/files/139272513/FinalReport_PSO12020_XWiWa_20171031.pdf or Final Project Report on http://www.xwiwa.dk/main-results

  • Larsén XG, Du J, Bolaños R, Larsen SE (2017b) On the impact of wind on the development of wave field during storm Britta. Ocean Dyn 67(11):1407–1427. https://doi.org/10.1007/s10236-017-1100-1

    Article  Google Scholar 

  • Larsén XG, Petersen EL, Larsen SE (2018) Variation of boundary-layer wind spectra with height. Q J R Meteorol Soc. 1–13 https://doi.org/10.1002/qj.3301

  • LeMone M (1976) Modulation of turbulence energy by longitudinal rolls in an unstable planetary boundary layer. J Atmos Sci 33:1308–1320

    Article  Google Scholar 

  • Lilly D, Petersen E (1983) Aircraft measurements of atmospheric kinetic energy spectra. Tellus 35A:379–382

    Article  Google Scholar 

  • Lindborg E (1999) Can the atmospheric kinetic energy spectrum be explained by two-dimensional turbulence? J Fluid Mech 388:259–288

    Article  Google Scholar 

  • Mann J (1994) The spatial structure of neutral atmospheric surface-layer turbulence. J Fluid Mech 273:141–168

    Article  Google Scholar 

  • Mehrens AR, Hahmann AN, Larsén XG, von Bremen L (2016) Correlation and coherence of mesoscale wind speeds over the sea. Q J R Meteorol Soc 142:3186–3194

    Article  Google Scholar 

  • Mikkelsen T, Larsen SE, Jørgensen HE, Astrup P, Larsén XG (2017) Scaling of turbulence spectra measured in strong shear flow near the earth surface. Phys Scr 92(124):002

    Google Scholar 

  • Nilsson E, Rutgersson A, Smedman AS, Sullivan P (2012) Convective boundary-layer structure in the presence of wind-following swell. Q J R Meteorol Soc 138:1476–1489. https://doi.org/10.1002/qj.1898

    Article  Google Scholar 

  • Peña A, Floors R, Wagner R, Courtney M, Gryning SE, Salthe A, Larsén XG, Hahmann AN, Hasager C (2016) Ten years of boundary-layer and wind-power meteorology at Høvsøre, Denmark. Boundary-Layer Meteorol 158:1–26

    Article  Google Scholar 

  • Petersen EL (1975) On the kinetic energy spectrum of the atmospheric motions in the planetary boundary layer. Tech Rep RISØ285, Risø National Laboratory, Roskilde. http://www.risoe.dk/rispubl/reports_INIS/RISO285.pdf

  • Smedman AS (1991) Occurrence of roll circulation in a shallow boundary layer. Boundary-Layer Meteorol 51:343–358

    Article  Google Scholar 

  • Smedman AS, Bergström H, Högström U (1995) Spectra, variance and length scales in a marine stable boundary layer dominated by a low level jet. Boundary-Layer Meteorol 76:211–232

    Article  Google Scholar 

  • Smedman-Högström AS, Högström U (1974) Spectral gap in surface-layer measurements. J Atmos Sci 32:660–672

    Google Scholar 

  • Sørensen P, Hansen A, Rosas P (2002) Wind models for simulation of power fluctuations from wind farms. J Wind Eng Ind Aerodyn 90:1381–1402

    Article  Google Scholar 

  • Sørensen P, Cutululis NA, Vigueras-Rodríguez A, Madsen H, Pinson P, Jensen LE, Hjerrild J, Donovan M (2008) Modelling of power fluctuations from large offshore wind farms. Wind Energy 11:29–43

    Article  Google Scholar 

  • Tchen C, Larsen S, Pécseli H, Mikkelsen T (1985) Large-scale spectral structure with a gap in the stably stratified atmosphere. Phys Scr 31:616–620

    Article  Google Scholar 

  • Van der Hoven I (1957) Power spectrum of horizontal wind speed in the frequency range from 0.0007 to 900 cycles per hour. J Meteorol 14:160–164

    Article  Google Scholar 

  • Vincent CL (2010) Mesoscale wind fluctuations over danish waters. Risø-PhD; No 70(EN), PhD thesis. ISBN 978-87-550-3864-6

  • Vincent CL, Larsén XG, Larsen SE, Sørensen P (2013) Cross-spectra over the sea from observations and mesoscale modelling. Boundary-Layer Meteorol 146:297–318

    Article  Google Scholar 

  • Vinnichenko NK (1970) The kinetic energy spectrum in the free atmosphere—1 second to 5 years. Tellus 22:158–166

    Article  Google Scholar 

  • Wu L, Hristov T, Rutgersson A (2018) Vertical profiles of wave-coherent momentum flux and velocity variances in the marine atmospheric boundary layer. J Phys Ocean. https://doi.org/10.1175/JPO-D-17-0052.1

Download references

Acknowledgements

The first author acknowledges the support from PSO X-WiWa project (PSO-12020, including the access to data at site M8 from Ørsted) and the ForskEL/EUDP OffshoreWake project (PSO-12521) and the CCA project from the Wind Energy Department. We thank particularly one anonymous reviewer for many detailed suggestions that have significantly helped improve this paper. We thank researcher Neil Davis from DTU Wind Energy for the help with language.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Xiaoli G. Larsén.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Larsén, X.G., Larsen, S.E., Petersen, E.L. et al. Turbulence Characteristics of Wind-Speed Fluctuations in the Presence of Open Cells: A Case Study. Boundary-Layer Meteorol 171, 191–212 (2019). https://doi.org/10.1007/s10546-019-00425-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10546-019-00425-8

Keywords

Navigation