Wind Farm Wake Lab (2D)

Top view of a wind farm: set wind speed and direction, turbine spacing and wake decay, and see where wakes steal power.

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Parameters

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Model check

The science

Power of one turbine

The kinetic power in the wind through the rotor area A is ½ ρ A v³. A turbine extracts at most the fraction Cp = 4a(1-a)², which peaks at a = 1/3 with 16/27 = 0.593 (the Betz limit). Real rotors reach about 0.45. Between cut-in and rated speed power follows v³, then it is held at the rated value until cut-out.

Jensen (Park) wake

Behind a turbine the wake is a cone that widens at the rate k (about 0.04 offshore, 0.075 onshore). Its speed deficit at distance x is δ = (1 - sqrt(1 - CT)) / (1 + 2 k x / D)². It follows from conservation of mass for a top-hat wake. Wakes from several turbines are combined by sum of squares: u = u0 (1 - sqrt(Σ δi²)).

Array efficiency and yield

Array efficiency is farm power divided by N turbines in free wind. Annual yield uses a Weibull distribution of wind speed, f(v) = (k/c)(v/c)k-1 exp[-(v/c)k], with shape 2 (Rayleigh) here.

Checks

(1) A numerical scan of Cp(a) finds the maximum at a = 1/3 and 16/27. (2) The wake deficit from the model equals the one obtained from a mass-flux balance over the expanding cone. (3) The numerical Weibull mean of v³ equals c³ Γ(1 + 3/k).

Simplifications

Top-hat wakes, constant CT, no turbulence, terrain or atmospheric stability, no wake meandering. Illustrative turbine data, not any manufacturer's.

What to try

  • Align the wind with a row and compare with a 45 degree wind.
  • Increase spacing from 4 D to 10 D and watch array efficiency rise.
  • Switch from the offshore to the onshore wake decay.
Turbine power curve with the current wind
Wake speed deficit along the centreline
Array efficiency vs turbine spacing
Weibull wind distribution and yield