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On the Impact of Wind Farms on a Convective Atmospheric Boundary Layer

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Abstract

With the rapid growth in the number of wind turbines installed worldwide, a demand exists for a clear understanding of how wind farms modify land-atmosphere exchanges. Here, we conduct three-dimensional large-eddy simulations to investigate the impact of wind farms on a convective atmospheric boundary layer. Surface temperature and heat flux are determined using a surface thermal energy balance approach, coupled with the solution of a three-dimensional heat equation in the soil. We study several cases of aligned and staggered wind farms with different streamwise and spanwise spacings. The farms consist of Siemens SWT-2.3-93 wind turbines. Results reveal that, in the presence of wind turbines, the stability of the atmospheric boundary layer is modified, the boundary-layer height is increased, and the magnitude of the surface heat flux is slightly reduced. Results also show an increase in land-surface temperature, a slight reduction in the vertically-integrated temperature, and a heterogeneous spatial distribution of the surface heat flux.

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References

  • Abkar M, Porté-Agel F (2013) The effect of free-atmosphere stratification on boundary-layer flow and power output from very large wind farms. Energies 6:2338–2361

    Article  Google Scholar 

  • Abkar M, Porté-Agel F (2015) Influence of atmospheric stability on wind-turbine wakes: a large-eddy simulation study. Phys Fluids 27:035104

    Article  Google Scholar 

  • Agee E, Gluhovsky A (1999) LES model sensitivities to domains, and large-eddy timescales. J Atmos Sci 56:599–604

    Article  Google Scholar 

  • Arya SP (2001) Introduction to micrometeorology, 2nd edn. Academic Press, London, 420 pp

  • Baidya Roy S (2011) Simulating impacts of wind farms on local hydrometeorology. J Wind Eng Ind Aerodyn 99:491–498

    Article  Google Scholar 

  • Baidya Roy S, Pacala SW, Walko RL (2004) Can large wind farms affect local meteorology? J Geophys Res 109:1–6

    Google Scholar 

  • Baidya Roy S, Traiteur JJ (2010) Impacts of wind farms on surface air temperatures. PNAS 107(42):17899–17904

    Article  Google Scholar 

  • Beare RJ, MacVean MK, Holtslag AAM, Cuxart J, Esau I, Golaz J-C, Jimenez MA, Khairoutdinov M, Kosovic B, Lewellen D, Lund TS, Lundquist JK, McCabe A, Moene AF, Noh Y, Raasch S, Sullivan P (2006) An intercomparison of large-eddy simulations of the stable boundary layer. Boundary-Layer Meteorol 118(2):247–272

    Article  Google Scholar 

  • Bozkurt TG, Giebel G, Poulsen NK, Mirzaei M (2014) Wind speed estimation and parametrization of wake models for downregulated offshore wind farms within the scope of PossPOW project. J Phys 524(012156):1–7

    Google Scholar 

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

    Article  Google Scholar 

  • Calaf M, Parlange MB, Meneveau C (2011) Large eddy simulation study of scalar transport in fully developed wind-turbine array boundary layers. Phys Fluids 23:126603

    Article  Google Scholar 

  • Canuto C, Hussaini MY, Quarteroni A, Zang TA (1988) Spectral methods in fluid dynamics. Springer, Berlin, 567 pp

  • Conzemius RJ, Fedorovich E (2006) Dynamics of sheared convective boundary layer entrainment. Part I: Methodological background and large-eddy simulations. J Atmos Sci 63:1151–1178

    Article  Google Scholar 

  • Conzemius RJ, Fedorovich E (2008) A case study of convective boundary layer development during IHOP 2002: numerical simulations compared to observations. Mon Weather Rev 136:2305–2320

    Article  Google Scholar 

  • Crespo A, Hernández J, Frandsen S (1999) Survey of modelling methods for wind turbine wakes and wind farms. Wind Energy 2:1–24

    Article  Google Scholar 

  • Deardorff JW (1974) Three-dimensional numerical study of the height and mean structure of a heated planetary boundary layer. Boundary-Layer Meteorol 7:81–106

    Google Scholar 

  • Eggers AJ, Digumarthi R, Chaney K (2003) Wind shear and turbulence effects on rotor fatigue and loads control. J Sol Energy Eng 125(4):402–409

    Article  Google Scholar 

  • Fitch A, Lundquist JK, Olson JB (2013) Mesoscale influences of wind farms throughout a diurnal cycle. Mon Weather Rev 141:2173–2198

    Article  Google Scholar 

  • Fitch A, Olson JB, Lundquist JK, Dudhia J, Gupta AK, Michalakes J, Barstad I (2012) Local and mesoscale impacts of wind farms as parameterized in a mesoscale NWP model. Mon Weather Rev 140:3017–3038

    Article  Google Scholar 

  • Holton JR (2004) An introduction to dynamic meteorology, 4th edn. Elsevier Academic Press, Boston, 535 pp

  • Kosovic B, Curry JA (2000) A large eddy simulation study of a quasi-steady, stably stratified atmospheric boundary layer. J Atmos Sci 57:1052–1068

    Article  Google Scholar 

  • Laursen J, Enevoldsend P, Hjort S (2007) 3D CFD quantification of the performance of a multi-megawatt wind turbine. J Phys 75(012007):1–13

    Google Scholar 

  • Leloudas G (2006) Optimization of wind turbines with respect to noise. Master’s thesis, Department of Mechanical Engineering, Technical University of Denmark

  • Lu H, Porté-Agel F (2010) A modulated gradient model for large-eddy simulation: application to a neutral atmospheric boundary layer. Phys Fluids 22:015109

    Article  Google Scholar 

  • Lu H, Porté-Agel F (2011) Large-eddy simulation of a very large wind farm in a stable atmospheric boundary layer. Phys Fluids 23:065101

    Article  Google Scholar 

  • Lu H, Porté-Agel F (2013) A modulated gradient model for scalar transport in large-eddy simulation of the atmospheric boundary layer. Phys Fluids 25:015110

    Article  Google Scholar 

  • Lu H, Porté-Agel F (2014) On the development of a dynamic non-linear closure for large-eddy simulation of the atmospheric boundary layer. Boundary-Layer Meteorol 151(3):429–451

    Article  Google Scholar 

  • Markfort CD, Zhang W, Porté-Agel F (2012) Turbulent flow and scalar transport through and over aligned and staggered wind farms. J Turbul 13(33):1–36

    Google Scholar 

  • Mason PJ (1989) Large-eddy simulation of the convective atmospheric boundary layer. J Atmos Sci 46(11):1492–1516

    Article  Google Scholar 

  • Moeng C-H (1984) A large-eddy-simulation model for the study of planetary boundary-layer turbulence. J Atmos Sci 41:2052–2062

    Article  Google Scholar 

  • Moeng CH, Sullivan PE (1994) A comparison of shear- and buoyancy-driven planetary boundary layer flows. J Atmos Sci 51(7):999–1022

    Article  Google Scholar 

  • Pino D, Arellano JV-GD, Duynkerke PG (2003) The contribution of shear to the evolution of a convective boundary layer. J Atmos Sci 60:1913–1926

    Article  Google Scholar 

  • Porté-Agel F, Wu Y-T, Chen C-H (2013) A numerical study of the effects of wind direction on turbine wakes and power losses in a large wind farm. Energies 6:5297–5313

    Article  Google Scholar 

  • Porté-Agel F, Wu Y-T, Lu H, Conzemius R (2011) Large-eddy simulation of atmospheric boundary layer flow through wind turbines and wind farms. J Wind Eng Ind Aerodyn 99(4):154–168

    Article  Google Scholar 

  • Rajewski DA, Takle ES, Lundquist JK, Oncley S, Prueger JH, Horst TW, Rhodes ME, Pfeiffer R, Hatfield JL, Spoth KK, Doorenbos RK (2013) Crop wind energy experiment (CWEX): observations of surface-layer, boundary layer, and mesoscale interactions with a wind farm. Bull Am Meteorol Soc 94:655–672

    Article  Google Scholar 

  • Roode SRD, Duynkerke PG (2004) Large-eddy simulation: How large is large enough? J Atmos Sci 61:403–421

    Article  Google Scholar 

  • Sorbjan Z (2006) Statistics of scalar fields in the atmospheric boundary layer based on large-eddy simulations. Part II: Forced convection. Boundary-Layer Meteorol 119:57–79

    Article  Google Scholar 

  • Stull RB (1988) An introduction to boundary-layer meteorology. Kluwer Academic Publishers, Dordrecht, 666 pp

  • Thomsen K, Sørensen P (1999) Fatigue loads for wind turbines operating in wakes. J Wind Eng Ind Aerodyn 80:121–136

    Article  Google Scholar 

  • Vermeer LJ, Sørensen JN, Crespo A (2003) Wind turbine wake aerodynamics. Prog Aerosp Sci 39:467–510

    Article  Google Scholar 

  • Wu Y-T, Porté-Agel F (2011) Large-eddy simulation of wind-turbine wakes: evaluation of turbine parameterizations. Boundary-Layer Meteorol 138(3):345–366

    Article  Google Scholar 

  • Xie S, Archer C (2014) Self-similarity and turbulence characteristics of wind turbine wakes via large-eddy simulation. Wind Energy: 457–475

  • Yang D, Meneveau C, Shen L (2014) Effect of downwind swells on offshore wind energy harvesting—a large-eddy simulation study. Renew Energy 70:11–23

    Article  Google Scholar 

  • Zhang W, Markfort CD, Porté-Agel F (2013a) Experimental study of the impact of large-scale wind farms on land-atmosphere exchanges. Environ Res Lett 8:015002

    Article  Google Scholar 

  • Zhang W, Markfort CD, Porté-Agel F (2013b) Wind-turbine wakes in a convective boundary layer: a wind-tunnel study. Boundary-Layer Meteorol 146:161–179

    Article  Google Scholar 

  • Zhou L, Tian Y, Baidya Roy S, Thorncroft C, Bosart LF (2012) Impacts ofwind farms on land surface temperature. Nat Clim Change 2:539–543

    Google Scholar 

Download references

Acknowledgments

This research was supported by the Swiss National Science Foundation (Grant 200021-132122 and IZERZ0-142168), and the Swiss Innovation and Technology Committee (CTI) within the context of the Swiss Competence Center for Energy Research ‘FURIES: Future Swiss Electrical Infrastructure.’ Computing resources were provided by the Swiss National Supercomputing Centre (CSCS) under project s542. The authors are indebted to Dr. Wei Zhang and Dr. Corey D. Markfort for useful discussions.

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Correspondence to Fernando Porté-Agel.

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Lu, H., Porté-Agel, F. On the Impact of Wind Farms on a Convective Atmospheric Boundary Layer. Boundary-Layer Meteorol 157, 81–96 (2015). https://doi.org/10.1007/s10546-015-0049-1

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