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3.16 Estimation of energy capture
ОглавлениеThe quantity of energy that can be captured by a wind turbine depends upon the power vs wind speed characteristic of the turbine and the wind speed distribution at the turbine site.
Wind speed distribution is discussed in Section 2.4. The distribution at a given site is described by a probability density function, Eq. (2.3), with parameters specified for the site.
A performance curve is shown in Figure 3.63 for a turbine designed with an optimum tip speed ratio of 7. As an example, assume that this turbine is stall regulated and operates at a fixed rotational speed at a site where the average wind speed is 6 m/s and the Weibull shape factor k = 1.8, then, from Eq. (2.2), the scale factor c = 6.75 m/s.
Figure 3.64 shows the KP ‐1/λ curve for the turbine: from inspection of that curve the tip speed ratio at which stall (maximum power) occurs is 3.7, and the corresponding CP is 0.22.
The required maximum electrical power of the machine is 500 kW, the transmission loss is 10 kW, the mean generator efficiency is 90%, and the availability of the turbine (amount of time for which it is available to operate when maintenance and repair time is taken into account) is 98%.
Figure 3.63 CP ‐λ curve for a design tip speed ratio of 7 at 7 m/s.
Figure 3.64 KP ‐1/λ curve for a fixed‐speed, stall‐regulated turbine.
The maximum rotor shaft power (aerodynamic power) is then
(3.97)
The wind speed at which maximum power is developed (where dCP/dλ = 3CP/λ for fixed speed) is 13 m/s, therefore the rotor swept area must be, assuming an air density of 1.225 kg/m3,
The rotor radius is therefore 24.6 m.
The tip speed of the rotor will be 3.7 × 13 m/s = 48.1 m/s, and so the rotational speed will be
The power vs wind speed curve for the turbine can then be obtained from Figure 3.64.
(3.98)
since wind speed = 48.1 m/s / λ, and these are shown in Figure 3.65.
To determine the energy capture of the turbine over a time period T, the product of the power characteristic P(u) with the probability f(u) is integrated with respect to time over T. This can be converted to an integral with respect to wind speed u over the wind speed range, since f(u) is the proportion of time T spent at wind speed u, and therefore:
(3.99)
with
(3.100)
P(u)f(u) can be plotted against u as in Figure 3.66 and then integrated over the operational wind speed range of the turbine to give the total energy capture.
The operational speed range will be between the cut‐in speed and the cut‐out speed. The cut‐in speed is determined by the transmission losses: at what wind speed does the turbine begin to generate power? The cut‐in speed is usually chosen to be somewhat higher than the zero power speed, in the present case, say 4 m/s.
Figure 3.65 Power vs wind speed.
The cut‐out speed is chosen to protect the turbine from high loads, usually about 25 m/s.
The total energy captured (E) by the turbine in a time period T is
(3.101)
which is the area under the curve of Figure 3.66 times the time T. Unfortunately, the integral does not have a closed mathematical form in general, and so a numerical integration is required, such as the trapezoidal rule or, for better accuracy, Simpson's rule.
For a time period of one year, the energy capture can be calculated numerically as indicated in Figure 3.67 to be
(3.102)
Figure 3.66 Energy capture curve.
Figure 3.67 Energy capture curve for numerical integration.
Figure 3.68 Power vs wind speed for variable‐speed turbine.
The upper limit of integration uco = 4.17 in this case is well above the highest value of u shown in Figure 3.67 for which there is any significant energy.
A turbine that has pitch control would be able to capture more energy but at the expense of providing the control system and the concomitant reduction in reliability. A turbine operating at variable speed (constant tip speed ratio) until maximum power is reached and thence at constant speed and pitch control would capture the maximum possible amount of energy in a given time. The power curve for such a machine is shown in Figure 3.68.
The annual energy capture would be which is a 6% increase in energy capture compared with the fixed‐speed, stall‐regulated machine. Variable‐speed operation has a number of other advantages that are discussed in Section 6.9.4; it is increasingly being implemented.