3.1. Previous Work
The results of Canepa et al. [
11] that constitute the basis for the present work are shortly summarized here, as they show some basic features of the relation between flow and noise patterns. Furthermore, they also show how small geometrical details and/or parameters variation may have a dramatic impact on both flow and noise. PIV measurements were taken at Ω = 2400 and 3000 rev/min at
Ψ =
ΨFD and
ΨDP; opposite to the present study, the investigated domain size was 95 mm × 70 mm (radial × axial extent).
∆
p measurements taken during Ω ramps with constant BS width showed a proportionality with Ω
2, and this was considered an evidence that similarity was respected, see Canepa et al. [
9,
10].
Ψ at DP conditions has been recently computed and its trend is reported versus Ω in
Figure 3a.
Ψ ≅
ΨDP = 0.12 in the range Ω ≅ 1500 ÷ 2450 rev/min, but below 1500 rev/min
Ψ is slightly decreasing and above 2450 rev/min a sudden increase of almost 2% takes place. The former variation may be caused by low-
Re effects but it is of minor interest as the rotor is usually operated at higher Ω. The latter variation is within the typical uncertainties for such pressure rise measurements but should not be neglected as it is step-like and not random; this becomes apparent observing the trend of SPL
low,scaled, also reported in
Figure 3a. The slight fluctuations within the whole speed ramp, possibly due to acoustic propagation effects, may be neglected, but the sudden decrease of about 4 dB which takes place at Ω ≅ 2450 rev/min is unexpected and cannot be explained based on common knowledge on fan noise.
The observed behavior is related to the step in the spectrogram of
Figure 3b, which reports the measured SPL
scaled, see Equation (2), versus Ω and
St. Valleys aligned along hyperbolas are due to propagation effects and may be neglected as only aerodynamic issues are concerned here. The crests at subharmonic frequencies (
St ≅ 8.4, 17, 24, 32) are related to the leakage flow noise. Their height should be nearly independent of Ω, provided that a suitable
α value has been employed in the scaling, see Canepa et al. [
10]. The abrupt SPL decrease at Ω = Ω
step ≅ 2450 rev/min indicates that a sudden modification in the flow pattern must take place. This is confirmed by the time-mean vector plots shown in
Figure 3c,d which are related to Ω values above and below 2450 rev/min, i.e., 3000 rev/min and 2400 rev/min, respectively. In the latter case, a recirculation bubble is attached to the rotor ring, and the path followed by the large-scale structures released from the gap before being reingested by the rotor is shorter than in the latter case, where a broad recirculation zone is present and a stronger decay of the turbulent structures is expected. Hence, the observed
Ψ variation, though small, is related to a dramatic modification in the leakage flow pattern and related noise. Measurements of the axial position of the ring showed that the combined effect of centrifugal force and blade loading results in a ring displacement in the forward direction: When stationary, the rotor is flush mounted, while it juts out of 3 mm and 4.2 mm at Ω = 2400 rev/min and 3000 rev/min, respectively. Further acoustic tests showed a cross dependence of Ω
step on both
Ψ and Ω. This indicated that the broad recirculation zone is typical of high
Ψ values, but it did not clarify whether it is characteristic of a rotor jutting out of the mounting panel.
3.2. Preliminary Considerations on the Acoustic Measurements
Ψ has been systematically computed and some of the trends related to speed ramps measurements, taken at constant BS width, are plotted in
Figure 4 (each case is identified by means of the corresponding average
Ψ value). Below 1800 rev/min,
Ψ increases or decreases with a maximum variation smaller than 5% of
ΨDP. Above 1800 rev/min,
Ψ is almost constant, with maximum variations smaller than 2% of
ΨDP, a value which compares to the typical accuracy of such a kind of pressure measurements. Likely, the
Ψ variations are due to a slight departure of the pressure drop through the BS from the assumed quadratic behaviour or, possibly, to low-
Re effects. However, overall aerodynamic similarity is acceptably respected above 1800 rev/min, as, opposite to previous results, no abrupt steps are present. Acoustic measurements taken at different Ω help verify this assumption.
The constant-Ω SPL spectra provide a first indication of the operating point effect on the radiated noise. Both original and filtered spectra related to Ω = 2500 rev/min are reported in
Figure 5a. The already mentioned propagation effects may be identified in the plot of the propagation function
G(
f), see
Figure 5b. The filtered spectra have smoother trends and show the interesting aspects more clearly. These are the subharmonic, narrowband humps due to the leakage flow, which are present in all of the cases, e.g., see Piellard et al. [
4] or Canepa et al. [
9]. Due to the leakage flow prerotation, their characteristic
St values are smaller than the ones of the blade passing frequency (BPF) harmonics (
St = 9, 18, 27, etc.). As the frequency of the
i-th BPF harmonic equals
, the non-dimensional frequency decrease of a hump from the adjacent BPF harmonic is given by
where both
u and
vθ are referred to the radial location
r where the leakage flow is ingested by the blade, e.g., see Piellard et al. [
4].
The apparent growth of the low-frequency part with
Ψ is expected as the leakage mass flow increases with
Ψ also. However, as
Ψ increases, a change in the flow pattern as the one shown in
Figure 3 could occur, even more gradually. The variations in humps shape and peak
St could be related to such a phenomenon.
The behavior of the high-frequency part of the SPL spectrum is usually related to the boundary layer turbulence. The major contribution is provided by the broad hump between 5 and 10 kHz. According to Henner et al. [
20], it could be due to a feedback of the vortex shedding from the blade trailing edge on the boundary layer transition. This explanation is consistent with the hump decrease and eventual disappearance as
Ψ increases: Both the adverse pressure gradient on the blade suction side and the turbulence contained in the leakage flow increase with
Ψ and may make the boundary layer transition less sensitive to other perturbations.
Some weak tonal components at the 1st, 2nd, and 3rd BPF harmonics are present in the original spectra and are due to the ingestion of ambient turbulence, e.g., see Canepa et al. [
21]; they have been eliminated in the filtered spectra, in order to enhance the contribution of the leakage noise. If a smaller ∆
f (e.g., 1 Hz instead 12.5 Hz) were employed, higher resolution spectra would result in which such peaks could be clearly distinguished from the narrowband humps.
3.3. Effect of the Operating Conditions on the Radiated Noise
In order to obtain quantitative information on the radiated noise, acoustic measurements have first been taken at Ω = 2500, 3200, and 3900 rev/min. SPL
low, SPL
high, and the OASPL have been computed employing the original spectra, as propagation effects are less important when the SPL is computed on broad frequency ranges on which
G(
f) oscillations compensate, see
Figure 5b.
First, SPL
low, SPL
high, and OASPL related to Ω = 3200 rev/min are compared, see
Figure 6a. SPL
low, which is representative of the leakage noise, is always larger than SPL
high, which is related to the boundary layer noise. At low
Ψ, SPL
high causes a 2 dB difference between OASPL and SPL
low, while above
Ψ ≅ 0.04 its contribution is negligible and OASPL ≅ SPL
low; this shows that SPL
low provides the major contribution to the radiated acoustic power, thus confirming the importance of the leakage flow noise. Then, the dependence on Ω is considered. To this aim, SPL
low, SPL
high, and OASPL have been scaled according to Equation (2), see
Figure 6b–d.
α = 1 has been employed as it has shown the best collapse of the SPL
low,scaled curves below
Ψ ≅ 0.09. For larger
Ψ values, a higher
α (e.g.,
α = 1.4) would be required. On the contrary, a smaller
α (e.g.,
α = 0.5) would result in a better collapse of the SPL
high curves, but important discrepancies would remain. In fact,
α grows with the coherence of the flow structures causing the noise and, hence, it may vary with both
Ψ and
St, see Canepa et al. [
10]. Thus, as noise is generated by a complicated flow, scaling the SPL with a unique
α value is only qualitatively acceptable.
The three SPLhigh,scaled curves have similar trends, but show a spread between 1 and 4 dB which decreases with Ψ; due to the different Ω values, a Re dependence of the boundary layer transition could contribute to such discrepancies. Below Ψ ≅ 0.085, SPLhigh,scaled is always decreasing, then a minimum follows whose width depends on Ω, and, above Ψ ≅ 0.11, it is always increasing. Discrepancies between the three SPLlow,scaled curves are limited to less than 2 dB and the trends are similar. As expected, SPLlow,scaled increases with Ψ since the leakage flow rate increases with Ψ also, but, peculiarly, its trend is not monotonic, as the growth is interrupted by a sudden decrease at Ψ ≅ 0.04 ÷ 0.045 and by a further, smoother decrease between Ψ ≅ 0.075 ÷ 0.0873. Such a behavior is qualitatively independent of Ω. Although the maximum decrease is of a few dB only, these Ψ values are characteristic ones, since important flow pattern modifications may be related to them.
In order to deepen the SPL
low dependence on Ω, the low-frequency part of SPL
filt,scaled has been plotted as a function of both
St and
Ψ in the spectrogram of
Figure 7a, which is related to Ω = 3200 rev/min. Indeed, consistently with the trend of SPL
low, the spectrograms related to 2500 and 3900 rev/min (not reported for the sake of space) show crests, valleys, and plateaus with similar shapes. This qualitative independence of Ω indicates that aeroacoustic similarity is qualitatively respected also. Hence, opposite to the case of the plastic rotor, see
Figure 3c,d, no sudden flow pattern modifications take place as Ω grows and the analysis may be continued with reference to one Ω value only.
Below St = 45, the SPL spectrum shows the highest values and strongly grows with Ψ, yielding the observed increase of SPLlow. A number of vertical crests are present in the plot, but the ones below St = 9, 18, 27, and 36 are the most important ones, as they are generated by the interaction of the rotor blades with the prerotating large-scale flow structures; the higher-St crests are harmonics of the first one.
They correspond to the narrowband humps observed in the constant-Ω spectra. According to Equation (5), in a first approximation, the lower the characteristic
St, the higher the prerotation. Furthermore, a narrow, high crest indicates that the flow structures have a high coherence and viceversa, see the analysis of Majumbdar and Peake [
22] on the ingestion of large-scale turbulence by propellers. Up to
Ψ ≅ 0.075, the crests widen, their characteristic
St seems slightly decreasing, and their height gradually increases; this agrees with the SPL
low trend. The SPL
low dip which takes place at
Ψ ≅ 0.04 seems related to the decrease of the maxima between
St = 36 and 42 in the spectrogram. Between
Ψ ≅ 0.085 and
Ψ ≅ 0.095, a horizontal, lower-level band is present which extends up to
St = 36; it should be related to the second minimum of SPL
low. Then, as
Ψ grows beyond about 0.09, the first crest gradually increases, broadens, and shifts towards lower
St,
Figure 7d. The change in shape appears in the constant-Ω spectra of
Figure 7e more clearly; in the curves related to the
Ψ = 0.0126, some peaks at BPF harmonics are present which are likely due the ingestion of ambient turbulence.
These peaks are apparently very prominent since the SPL spectra have been computed with a high resolution (∆f = 1 Hz), resulting in a general decrease in the broadband part and in the narrowband humps. The second crest has a similar trend, while the other ones apparently merge in a plateau extending from St ≅ 12 to St ≅ 36; as Ψ further grows, two new, high and broad crests appear at St ≅ 15 and 22. The characteristic St of the three crests have clearly decreased compared to the values at Ψ < 0.075. Possibly, a change in the flow pattern takes place across Ψ ≅ 0.09, e.g., stronger flow structures with a higher degree of prerotation substitute the ones present at lower Ψ. Evidence that such a hypothesis is correct will be sought in the flow features.
3.4. Relation between Radiated Noise and Flow Pattern
The collapse of the SPL
low,scaled curves of
Figure 6c is only fair, as the curves spread in a range of ±1 dB, indicating that aeroacoustic similarity could not be fully respected while Ω varies. However, discrepancies of this magnitude are common in such measurements and it is important to verify whether this depends on the leakage noise. To this aim, the SPL spectrum in the low-frequency range (
St < 45) has been measured during Ω-ramps and plotted versus
St and Ω in
Figure 8. The spectrograms reporting the original SPL scaled with
α = 1 (1st row) are strongly distorted by propagation effects which appear as crests and valleys aligned along hyperbolas. As this complicates analyzing the plots, SPL
scaled has been filtered according to Equation (3), (2nd row); although some valleys aligned along hyperbolas are still present in all of the plots at low Ω, the main features of the noise generating mechanism may be more clearly observed. The already observed tonal components at BPF harmonics may be identified as sharp, constant-
St crests at
St = 9, 18, 27; they do not affect the main features of the spectrograms, and, hence, may be neglected in the present analysis. The subharmonic crests are the most interesting aspect of the spectrograms, as the narrowband humps observed in the SPL
filt spectra of
Figure 7e are constant-Ω cuts of them. They constitute the major contribution to SPL
low and are present at all
Ψ, confirming that the leakage noise is always important for the present rotor. As Ω varies, their characteristic
St values remain basically constant and their height variation is gradual. Opposite to the previous work, no abrupt variations are present, thus confirming that the flow pattern is basically independent of Ω although the employed
α is not the exact one.
At
Ψ = 0.0126, only the first three crests seem relevant. The level of all of them decreases with Ω, indicating that the
α value employed in the scaling is too large. At the higher
Ψ, both height and width of the crests increase with Ω, and a fourth crest arises between
St = 27 and 36. If the aeroacoustic similarity were fully respected and the exact
α value were employed, characteristic
St value and height of such crests would be independent of Ω. The slight
Ψ variations during the Ω ramps and some residual propagation effects likely reflect on the trend of the crests, thus preventing them from strictly respecting aeroacustic similarity. Nevertheless, the main features of the spectrograms are qualitatively independent of Ω, showing that, opposite to the case of the plastic rotor studied in Canepa et al. [
10,
11,
12], no important flow pattern modifications take place as Ω grows. Hence, it may be concluded that, for the present rotor, aerodynamic measurements taken at a single Ω value are sufficient to characterize the leakage flow pattern related to a given
Ψ.
Such a kind of measurements have been taken in the meridional plane region shown in
Figure 2c, at Ω = 2500 rev/min and at the operating points shown in
Figure 1b (
Ψ = 0.0126, 0.0488, 0.0993, 0.1142). Different aerodynamic quantities are reported in
Figure 8: Time-mean vector plots with the
contours (3rd row) and instantaneous vector plots (4th row). The latter ones are not representative of the most statistically frequent pattern; rather, they have been arbitrarily chosen since they show a strong instantaneous leakage flow and help explain some flow features, e.g., see Canepa et al. [
11]. Extracting further information about large-scale flow structures would require an analysis based on suitable techniques. To this aim, Canepa et al. [
11,
12] successfully applied the proper orthogonal decomposition algorithm presented in Lengani et al. [
23] and Simoni et al. [
24] to the leakage flow in the plastic rotor of
Figure 1c. Such an analysis goes beyond the purpose of the present work.
As subharmonic narrowband humps are present in the SPL spectra at all of the investigated operating points, it is expected that prerotating large-scale flow structures are always ingested by the rotor and that they are released from the gap. However, both assumptions should be verified.
At low Ψ (0.0126), no reingested leakage flow may be detected in the time-mean vector plots as the flow is centripetal and no velocity component pointing upstream of the rotor may be detected in the gap region. However, in front of the ring, a slightly higher- area is present and the instantaneous vector plot shows that, in the lower part of the gap, the flow points upstream and follows curved streamlines in front of the ring. All this is consistent with the presence of a weak leakage flow.
At
Ψ = 0.0488, the time-mean flow is still centripetal but shows a clear deflection and a high
in front of the ring; these are evidences of the presence of the leakage flow. The instantaneous flow field shows that, in front of the gap, some velocity vectors point upstream, clearly confirming the leakage flow presence. Furthermore, a recirculation bubble is present in front of the ring; such a bubble must be strongly unsteady, as it is not present in the time-mean flow. This is consistent with the presence of the high
zone. On the contrary, in the case of the plastic rotor at Ω = 2400 rev/min and DP conditions, such a bubble is present also in the time-mean flow, due to the higher
Ψ, see
Figure 3d.
At
Ψ = 0.0993 and 0.1142, the time-mean flow pattern is completely different: The leakage flow streams radially outwards along the panel and forms a wide recirculation zone before being reingested by the rotor, a feature already observed in the case of the plastic rotor at Ω = 3000 rev/min, see
Figure 3c. This shows that such a flow pattern is present also in case of stiff, flush mounted rotor, i.e., it seems characteristic of the high-
Ψ operation of a rotor mounted on a flat panel rather than of the rotor jutting out of it. However, the high-
zone in front of the blade tip and of the lower part of the ring is absent in the plastic rotor case and may not be explained based on turbulence convection from the gap towards the rotor entrance. In fact, the instantaneous vector plots show that a reverse flow area is sometimes present at the blade tip. Obviously, the presence of such a separation constitutes an undesired total pressure loss and surely reduces the rotor efficiency, but it does not likely affect the rotor performance, as the kinetic energy loss is likely compensated by a larger static pressure rise, which constitutes the design target for such fans. Such a blade tip separation is not so frequent from the statistical point of view, and, apparently, it does not affect the time-mean velocity field; however, it constitutes an important reason of unsteadiness which results in the observed high
zone. At
Ψ = 0.1142, such a separated flow is stronger than at
Ψ = 0.0993, but both velocity fields are qualitatively similar. In both cases, such a separated flow must have an important prerotation as it directly comes from the rotor, and, eventually, is partly reingested at lower radii. Despite the different origin, such a recirculating flow has likely characteristics similar to the leakage flow ones (positive swirl and presence of unsteady large-scale flow structures). This could be an alternative cause of subharmonic narrowband humps in the SPL spectrum at high loading. Such a hypothesis is consistent with the modifications in the SPL spectrum across
Ψ ≅ 0.09, see
Figure 7, and also suggests an explanation for the dip observed in SPL
low,scaled, see
Figure 6c.
In the spectrograms of
Figure 7, at
Ψ < 0.09, the 2nd, 3rd, and 4th crests are located at higher
St than they are at
Ψ > 0.10. In the former case, the main contribution to the noise may be due to the leakage flow, while, in the latter case, the leakage flow is very weak when it is reingested by the rotor, and the related noise becomes weak also. On the contrary, the reverse flow in the blade tip region may strengthen, overwhelming the leakage flow noise and thus providing the major contribution to the noise generation. The larger frequency shift may be ascribed to a stronger prerotation, due to the fact that the separated flow directly comes from the blade region and also follows a shorter path before being reingested. Subharmonic humps in the SPL spectrum of rotors without ring have been reported by Zhu et al. [
13], who ascribed them to the leakage flow between blade tip and stationary shroud. Such a reverse flow presents some analogies with the assumed separation at the blade tip of the present shrouded rotor. At
Ψ = 0.0936, only the first subharmonic crest may be detected, as the other ones seem to merge in a rather flat valley which extends up to
St ≅ 40. At this specific
Ψ, the reingested leakage flow and the flow due to the blade tip separation could provide noise of similar level and different frequency, resulting in a rather constant trend. The SPL
low decrease could be due to a pattern transition of the leakage flow from the attached separation bubble to the large recirculation zone, which, similarly to what has been observed by Canepa et al. [
11], results in a SPL decrease. The subsequent SPL increase could be due to the appearance and growth of the blade tip separation bubble. Such an explanation for the SPL
low trend has an overall consistency, but requires further evidences in order to be accepted.