4.2.1. Equivalent Blade Structure
The verification of the structural properties for the case “VA04” shown in
Table 3 was performed using the software NuMAD [
36]. With the blade property extraction functionality, the resulting mass, flapwise, and axial stiffness distributions are extracted and compared to the properties of the experimental blade. Further information on this methodology can be found in [
37]. The mass distribution of the present blade corresponds purely to the mass of the composite materials for each blade surface; this is worth mentioning because the experimental model has additional elements that contribute to the total mass but not to the global structural behavior of the blade.
A resulting distribution for cumulative mass, shown in
Figure 13a, reveals good agreement between the proposed blade model and the experimental one. The total mass for the resulting blade model is close to 60 kg, keeping its similarity with the 60.3 kg reported from the experiment [
23]. The methodology for extracting stiffness properties from the numerical model of the blade is omitted here, but the reader is referred to [
37] for further details. The distribution of flapwise stiffness plotted in
Figure 13b shows a similar match between the proposed and experimental blade models for most of the blade, except the near root sections, where the present laminate is thicker than the experimental one. The flapwise stiffness for mid- and outer-blade sections is close to the experimental blade stiffness at the flapwise deformations that should eventually exert a coupled twist occur at those blade regions.
The resulting distribution for axial stiffness in
Figure 13c shows that the proposed numerical model noticeably overestimates this property along the entire blade span. This situation does not compromise the validity of the proposed model for comparison with a bend–twist coupled counterpart, for the reason explained above, i.e., the torsional deformation response of the bend–twist coupled blade is mainly determined by the bending deformation in the flapwise direction rather than by the axial deformation. The differences in the axial stiffness with the experiments are noticeable and this may be caused by the larger extension of the load-carrying members in the present blades.
The blade structures of cases “VA04” and “VA05” differ from the load-carrying D-spar of the experimental subject because the latter extends only 40% of the chord length, whereas the present blades have a pair of load-carrying aerodynamic surfaces, comprising the entire blade section. In other words, there is more stiff material in a greater extent of the cross-section and, therefore, a higher axial stiffness is obtained. Similarly, the additional material added towards the trailing edge of the blade results in a considerable amount of fibers being placed away from the elastic axis and, consequently, induces a greater torsional stiffness, as shown in
Figure 13d.
Most of the relevant properties obtained in case “VA05” of
Table 3 remain close to the properties of the NREL Phase VI experimental blade or the properties of the baseline structural design for case “VA04”. According to the cumulative mass distribution presented in
Figure 14a, the present blade is lighter by approximately 11.6 kg than the reference blade, mainly due to the reduction in 0° plies.
The flapwise bending stiffness (
Figure 14b) is significantly closer to the reference stiffness when compared to the other stiffness properties (
Figure 14c,d), and this is precisely one of the key points from the present task, considering that the coupled blade rotation occurs from a bending displacement in the flapwise direction. In fact, the reduction in 0° plies across the entire length of the blade contributes to a reduction in axial stiffness, at least for the tension side of the blade; in consequence, the stiffness distribution for the coupled blade in
Figure 14b is closer to the reference than the neutral reference blade in
Figure 13b.
Additionally, the flapwise stiffness distribution for the root of the blade is visibly higher than for the rest of the blade, due to the accumulation of fibers that reinforce the core of the laminates at this structurally sensitive area.. The results for axial and torsional stiffness in
Figure 14c,d reveal a stiffer blade than the experimental one but still close to the mechanical properties in the baseline design shown in
Figure 13.
4.2.2. Assessment of Blade Loads in Normal Operating Conditions
This section presents the results corresponding to the neutral blade operation under steady wind of cases “MC06” to “MC09” and to the coupled blade operation under steady wind of cases“MC11” to “MC14”, according to
Table 3. Seven locations are used for sampling the vertical displacement along the
z-axis and the torsional rotation in the longitudinal or
y-axis.
Figure 15a,b shows flapwise displacement in the negative
z direction.
At first glance, the results reveal the typical deformation profile for a cantilever beam and also indicate that the displacement magnitude increases in direct proportion to wind speed. The latter finding is expected for a constant angular speed turbine. There is also a hint of non-linearity concerning wind speed when the displacements for outboard blade stations are inspected; for instance, the results at 10 m/s and 13 m/s seem to be mutually clustered and more separated from the results at 7 m/s or 20 m/s. This has already been reproduced in similar analyses, for instance, in the work of Lee et al. [
38]. Aerodynamic instabilities associated with flow separation are likely causes for the non-linear behavior in rotor loads.
Furthermore, the flow conditions responsible for stall are between 10 m/s and 13 m/s, as, in this range, the torque curves reach their peak values before decreasing at higher wind speeds; in consequence, the non-linear aerodynamic loads around peak torque are the probable cause of non-linear deflections at these wind speeds.
When comparing the magnitude for maximum displacement, which occurs at the blade tip (
m) at 20 m/s, the coupled blade results show a larger magnitude by approximately 6.6 mm (see
Figure 15a,b). Despite aiming for flapwise bending stiffness as close as possible to the one from the NREL Phase VI blade, the reference blade model is slightly stiffer between the inner and intermediate blade sections than the coupled one, as can be observed when comparing
Figure 13b and
Figure 14b.
The torsional displacement for the reference blade model, shown in
Figure 15c, reveals a relatively weak coupling between flapwise bending and torsional displacements since the magnitude of blade section rotations is of the order of
degrees; furthermore, no proportionality relation can be discerned between rotations and deflections. The rotation angle has a non-monotonic variation while it appears to increase. The maximum rotation is observed at the fifth probe location counted from the blade root (
m); this happens for all wind speeds. It is likely, that aerodynamic forces are being applied at a distance from the elastic axis of the blade, resulting in the observed rotation for the reference blade.
When defining the laminate groups for the reference blade, an analysis with classical lamination theory shows that the bend–twist coupling terms in the force and moment resultants for rectangular plates are zero. Even though the laminates in the neutral blade have no bend–twist coupling, the blade geometry is more complicated than a rectangular flat plate and the laminate drop-offs differ from the controlled calculation on the flat panel; therefore, neither material-based coupling nor geometry-based coupling should be ruled out of the reference blade model. Assuming thin plate theory, an order change in angle of attack should result in an order change in lift coefficient; therefore, aerodynamic forces should be coupling-insensitive in the reference model.
When observing the results for the blade structure with bend–twist coupling in
Figure 15d, an evident contrast arises to the neutral blade. First, the bend–twist coupling increases the order of magnitude in blade rotation to
, which is valid at all wind speeds in the middle and outer blade sections. At
m, where the third sampling point is located, the rotational displacement profile shows a steep change in slope, most likely due to the marked change in thickness as the core plies near the root meet the transition area between the cylindrical and airfoil shapes (
Figure 7).
The prediction of torque values from the robust FSI analysis of the reference and coupled blades is presented in
Figure 16a under the labels “Reference” and “Coupled”, respectively, along with the experimental values and a steady-state reference with the label “Steady CFD”, which considers a fully rigid blade. The shape of the torque curves for the reference and coupled blade are relatively close to each other at all wind speeds, with the torque of the latter being slightly higher than the torque of the former.
This indicates that the pitch towards the feather via bend–twist coupling has a positive effect in increasing the amount of torque delivered by the rotor, with the increase being stronger at 13 m/s; in contrast, the reference and coupled power curves show little difference at 25 m/s, an unexpected result given that the coupling is stronger at high wind speeds. This may be attributed to the observed fluctuations for these two data series, considering that they are unsteady simulation results that could be averaged through a larger time interval to better reflect the long-term stabilized result. From the data of the neutral and coupled series in
Figure 16a, it is also evident that the numerical calculations with the robust simulation framework result in torque underpredictions regarding the experimental data published in the measurement campaign from the NREL Phase VI experiment [
39,
40,
41,
42].
The discrepancy between numerical and experimental results is more notorious at 10 m/s and 13 m/s, where the prevailing separation and stall effects strongly define the aerodynamics around the blade. This is a critical issue in the prediction of rotor loads for fixed-pitch wind turbines which is not taken into account in the mathematical model of Ansys® Fluent.
Flow separation and its role in stall behavior cannot be predicted with the k–ω SST turbulence model, which represents a relevant limitation in the present co-simulation framework. The high angles of attack at which the relative flow intercepts the blades, for wind speeds above 10 m/s, are challenging scenarios for the numerical model used in the transient analysis for the “Coupled” and “Reference” series. Additionally, the results from the “Steady-CFD series” that are produced with a much finer mesh show that the aerodynamic loads are highly dependent on the resolution of the near-wall mesh and the resulting turbulence modeling for this region.
The prediction of the flapwise and edgewise blade root bending moments is important to assess the blade’s structural performance. Particularly, the flapwise bending moment is perhaps the most critical for the structural integrity of the blade root assembly; it is dominated by the bending action of the thrust force which has contributions from both drag and lift forces. The prediction of flapwise bending moment from the robust simulation framework is shown in
Figure 16b, revealing three main outcomes: the results are close to the experimental measurements, the flapwise bending moment increases almost linearly with the wind speed, and the action of bend–twist coupling is stronger at the higher wind speeds.
On the other hand,
Figure 16c shows the edgewise bending moments with a slight underestimation for all wind speeds except at 20 m/s; in addition, the standard deviation of the experimental edgewise bending moment is relatively large, at least compared to other measured quantities, such as the shaft torque.
A second part of the comparative analysis under the case name “AX16” (
Table 3) is performed using the BEM model with dynamic induction, stall delay, and dynamic stall effects. The aerodynamic solution provided by the BEM model is now interacting with a very simple approach consisting of an interpolation of the blade local torsion as a function of the radial position and free-stream wind speed, using, as inputs, the results from simpler, 1-way FSI co-simulations.
Two sets of results are initially generated to compare the reference blade and the coupled blade, namely, curves of thrust versus wind speed, and curves of power versus wind speed. Since the NREL Phase VI wind turbine is a constant speed machine, the mechanical power is computed as the product between torque and the 72 RPM angular speed; this results in the characteristic power dip at wind speeds above rated, which implies that the wind turbine operates at sub-optimal power coefficient in such a wind speed range.
According to
Figure 17a, the bend–twist coupling, as implemented here, seems to have a small effect on the rotor integral thrust force. The reduction in thrust force, which is a desirable scenario from a load mitigation point of view, is barely noticeable. Similarly, the coupling does not seem to increase loads in the axial direction; therefore, the design of other components such as the tower and foundations is not impacted negatively by the use of a blade with bend–twist coupling.
By observing the power curve predictions from
Figure 17b, one can immediately appreciate a different scenario, as the power for the bend–twist coupling blade is consistently higher than the reference power for a broader range of the operating envelope. For wind speeds beyond 10 m/s, the bend twist coupling is effective in increasing rotor torque by inducing a local torsion into the feather position. When pitching the blade into a feather, the angle of attack tends to decrease and, even though lift can be decreased as well, the reduction in drag forces might be significant enough to result in an overall torque gain.
A more meaningful picture can be observed by judging the increment in the energy output for a particular period. This is performed by computing the AEP for both power curves and assuming a Rayleigh distribution for the wind resource. The modest torque increments due to bend–twist coupling described earlier are reflected in substantial increments in the AEP ranging between 1.5% and 3% for average wind speeds between 7 m/s and 11 m/s. This result must be taken with caution since the Rayleigh distribution has a considerable dispersion of occurrences for wind speeds in the higher end of the envelope, where the effect of bend–twist coupling is noticeable.
A more conservative picture is obtained from the context of the present research, by considering a Weibull probability distribution for the coastal locations of Barranquilla and Santa Marta in northern Colombia. Assuming a set of scale parameters of 11.5 and 11 m/s and shape parameters of 3.75 and 3.5 [
43], the AEP increases by 2.7% and 2.4%. This information corresponds to wind resource estimations at a height of 10 m. Considering the reference hub height of 17 m for the NREL Phase VI experiment, it is reasonable to assume an optimistic outcome because the reported wind speeds with the highest probability exceed 11 m/s for the reported locations.
This means that the use of laminate composites to induce a pitching deformation towards the feather using the induced bend–twist coupling is an effective means for improving the energy output of a small, fixed-pitch wind turbine. Because a constant angular speed is considered, the power output is bound to decrease at wind speeds above the rated value, hence creating an interesting scenario for increasing power. In contrast, the question of how bend–twist coupling would perform as a power regulation mechanism for the considered rotor remains open since angular speed is not modified and the blade twist is rather modest in comparison with typical pitch magnitudes in modern control systems.
4.2.3. Assessment of Blade Loads in Extreme Wind Conditions
The last simulation cases performed, as full two-way interaction problems, are labeled “MC10” and “MC15” following the nomenclature in
Table 3. The rotor is now assumed to be in parked conditions with a wind speed of 39.4 m/s, equivalent to the extreme wind model (EWM) for a Class III small wind turbine, as stipulated in [
44]. Flapwise displacement and torsion results are shown in
Figure 18. Torsional displacement is characterized by a relatively small order of magnitude (
) and a non-monotonic increase along the radius in the case of the reference blade shown in
Figure 18a.
The fact that the reference blade has a very small coupling between bending and torsional displacements results in a fluctuating profile, explained by two possible situations: (a) the magnitude of the time-dependent fluctuations may be comparable to or higher than the torsional deformation due to the natural coupling caused by the aerodynamic moment, or (b) a differential aerodynamic moment causing larger rotation magnitudes at inner and medium-outer sections due to the continuous change in blade chord length and torsional stiffness. The torsional displacement of the blade with bend–twist coupling, seen now in
Figure 18b, has a defined tendency to increase with the radial position and reaches a maximum of about 0.64° at the tip of the blade.
The nature of this case from an aerodynamic perspective is, in essence, the same as a flat plate normal to the flow, since the blade is not rotating and much of its length is placed at an almost 90° orientation relative to the free-stream wind; for this reason, drag force instead of lift can be expected to be the dominant load driving the deformation of the blade.
It is also sound to expect that the aerodynamic moment acting on the blade along its longitudinal axis is partially responsible for the torsional displacement adding to the coupling-induced rotation; this is a very likely scenario, as drag force exerts a normal pressure on the blade in the same direction as the flapwise deflection.
The magnitudes of the three bending moments and the magnitudes of tangential and axial force acting on the static blade are organized in
Table 6 to highlight the relative change for the coupled blade concerning the reference structure. As a result of the coupling, the flapwise bending moment is increased by 0.3% concerning the neutral blade. The axial force, generated mainly by drag due to the blade’s static position, sees an equally small increase of about 0.2% concerning the corresponding value for the neutral blade. However, it is very important to bear in mind that the magnitudes of these reported differences must be supported by further analysis on the uncertainties for the FSI simulations.
The results from
Figure 17a also show a small change but are subject to uncertainties despite being estimated with a different model. An observed 3.9% increase in the edgewise moment is consistent with the 3% increase in tangential force, and both outcomes are a consequence of the observed torsional displacement from
Figure 18b, which decreases the angle of attack through a pitch action towards feather, especially for the blade tip region.
By reducing the angle of attack along the blade length, some degree of lift force may contribute to the aerodynamic force resultant, since not only the inboard region of the blade but also other sections near the tip are likely to be in a deep stall flow condition, as opposed to the normal flow scenario; in consequence, an increase of about 16 N in tangential force is experienced.