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Stall Inception, Evolution and Control in a Low-Speed Axial Fan
                         with Variable Pitch in Motion !


                                                                            GT2011-45725




Stefano BIANCHI, Alessandro CORSINI,                                       Anthony G. SHEARD

Luca MAZZUCCO, Lucilla MONTELEONE

                                                                            Flakt Woods Ltd

            FMGroup @ DIMA-URLS




                              Turbo Expo Turbine Congress and Exhibition
                              June 7 – 11, 2011, Vancouver, BC, Canada.
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion




                                          Background motivations (i)

 • Huge amount of research works have been dedicated in the last decades to the goal of
   finding reliable methods to monitor the approach of fans or compressors to the stability
   limits while running

                  literature review spans from ’70s&’80s (Day and Cumpsty, 1978) (Greitzer, 1980) to stall
                  detection, management & control studies (Paduano et al., 2001) (Christensen et al., 2006)


 • Two questions are still under scrutiny
          alert methods are proposed for individual test-beds

                  techniques for the detection of stall initiation, based on experimental
                  observation of pre-stall behaviours, have sought to identify such behaviour as
                  early as possible

                  i.e. early detection period lasts less than two rotor revolutions for axial
                               compressors and it could be ten times longer in low-speed single stage industrial fans



                                         Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion




                                        Background motivations (ii)

• Several studies suggested the presence of tip flow phenomena (in low-speed and high-
    speed rotors) directly responsible for the generation of those disturbances (also called
    ‘spikes’ or ‘pips’) causing the inception of part-span stall cells

• This inception mechanism could be correlated also with a modification of the noise
    signal in the casing region

• A number of scholars have utilised azimuthal measurements in an attempt to link the
  rotating unsteady patterns of flow instabilities to their acoustic signatures

                to detect in centrifugal turbomachines low frequency noise due to rotating stall in (Okada,
                1987) or aerodynamic sound sources (Mongeau et al., 1995)

                In a similar vein (Kameier and Neise, 1997) established a link between tip-clearance
                noise and associated blade-tip flow instabilities in axial turbo-machinery by correlating
                rotating source and vortex mechanisms with rotating stall cells




                                       Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion




                                                     Aims

 • The present work was aimed to provide the background for the development of a stall
 detection tool in low-speed axial fans with VPIM.

 • In this paper, the stall characteristics of a low-speed fan are established using flush-
 mounted microphones placed at two azimuthal positions around the casing.

 • Spatial and temporal correlations between rotating instabilities are established, which
 facilitates a full analysis of stall inception.

 •  Energetic analysis on the stall cells and recovery behaviour is estabilished.

 •  The study is finalised to characterise the stall and the recovery of a VPIM fan, for the
 use of the previously patented ‘SDP stall detection tool’ (Sheard et al., J. Eng. Gas Turb and Power
 GTP-10-1168).




                                 Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion




                                                         Outline

   •     Methodology
                    Test fan and apparatus


   •     Stall visualization technique
                    Rationale and background information
                    Sensitivity analysis


   •     Discussion of the stall warning @ 700 rpm-speed
                    Fourier and energetic analysis
                    Visualization of the stall cell


   •     Conclusions




                                       Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion




                                    Methodology. Fan geometry & design

   •     Low-speed axial fans for heavy-duty applications intended for high-temperature
         operations in the boilers of coal power plants.




               blade profiles modified ARA-D geometry type

               arbitrary vortex radial work distribution


                                            Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion




          Methodology. Fan Variable Pitch in Motion (VPIM) System

•   Remotely controlled oil-dynamic actuators VPIM system @ 1.5°/s.




                          Turbo Expo 2011, Turbine Congress and Exhibition
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion




                   Methodology. Fan test section BS 848 P I – AMCA certified




                                 Turbo Expo 2010, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion




                              Methodology. Test rig




                         Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion



                         Methodology. Fan performance @ steady conditions

   •     Total pressure-to-volume performance map @ different pitch angles




                                    Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion




                                      Methodology. Test apparatus




                             10 kHz




•      The microphones were mounted flush with
       the inner wall of the casing

•      The microphones were mounted above the
       blade vane




                                      Turbo Expo 2011, Turbine Congress and Exhibition
    FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion




                         Signal processing technique
                                                                                                                                       y
 • Cross Correlation Analysis between the pressure measured
 in two azimuthal locations

 The cross-correlation of functions f(t) and g(t) is equivalent to
 the convolution of f *(−t) and g(t):                                                                                                               x



 Analogous to the convolution theorem, the cross-correlation
 satisfies:



                denotes the Fourier transform, and ’*’ indicates the complex conjugate.

•  Coherence

The coherence between two signals x(t) and y(t) is a real-valued function that is defined as:




                                    Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion

                                      Measurements Uncertainty

 • The overall uncertainty on unsteady pressure measurements was estimated as:
 ΔV = 1000 mV ± 12 mV (20:3) on the voltage; and ΔG = 200 dB ± 2.4 dB (20:3) on the
 raw signal gain in the range of frequencies considered.

 •  The system frequency limitation of the pressure probes was calculated.
 •  The system response for the phase angle was carefully checked.


                         α (deg)	





                                                                                                     f (Hz)
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion



                                      Measurements uncertainty

 • The overall uncertainty on unsteady pressure measurements was estimated as:
 ΔV = 1000 mV ± 12 mV (20:3) on the voltage; and ΔG = 200 dB ± 2.4 dB (20:3) on the
 raw signal gain in the range of frequencies considered.

 •  The system frequency limitation of the pressure probes was calculated.
 •  The system response for the phase angle was carefully checked.


                         α (deg)	





                                                                                                     f (Hz)
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion




                                      Test Conditions
                                                            dynamic test


Machtip = 0.25                                                                           A
Re = 106
                                                               B

                                                         Pitch variation

                                                    C




 Φstart = 0.200

 Φend = 0.120




                            Turbo Expo 2010, Turbine Congress and Exhibition
   FMGroup @ DMA-Sapienza
Visual inspection of wall pressure low-pass filtered @ 150 Hz

Stall inception




                           Turbo Expo 2010, Turbine Congress and Exhibition
Detection of stall regions in a low-speed axial fan by visualisation of sound signals


                  Visual inspection of wall pressure low-pass filtered @ 150 Hz
                                     Details at stall inception




 I1: inception spike         Instabilities with similar wave structure                          RS1: new-born stall cell




                                   Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Visual inspection of wall pressure low-pass filtered @ 150 Hz
                                   Details of the stall evolution



                         Cell leading edge                      Cell trailing edge




          Partial recovery           Stall cell passage           Partial recovery              Stall cell passage




                                             Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion




                  Visual inspection of wall pressure low-pass filtered @ 150 Hz
                                 Average velocity of the stall cells




                                  Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion



                         Average velocity and angular estension of the stall cell




                                                                                                           Probably: part-span stall cell




                                      Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion



        Cross-Correlation (Ch1-Ch2) during three different operatiing conditions




                             Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion



        Cross-Correlation (Ch1-Ch2) during three different operating conditions




             New-born stall cell
                               Instabilities with similar wave structure




                                     Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion



        Cross-Correlation (Ch1-Ch2) during three different operatiing conditions




             New-born stall cell
                               Instabilities with similar wave structure




                                     Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion



          Visual inspection of wall pressure low-pass filtered @ 150 Hz

Stall recovery via VPIM




                          Turbo Expo 2010, Turbine Congress and Exhibition
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion



                   Visual inspection of wall pressure low-pass filtered @ 150 Hz

  Stall recovery via VPIM - details




                                  Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion

Stall recovery via VPIM – details of stall cell evolution @ recovery




     Turbo Expo 2011, Turbine Congress and Exhibition
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion




   Spectral Density of Energy (SDE) – Stall and recovery




                          Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion

                         Spectral Energy Density – details of the recovery




                                  Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion




                                            Concluding Remarks


•  The present study has established the stall characteristic of a subsonic axial fan by visual inspection of the
pressure traces and acoustic correlations from two different pressure probes mounted on the casing.


•  The spectral analysis detected the presence of low frequency tone components related to rotating stall. The
existence of these tone-band modulations could be inferred as being the signature of rotating stall in this type
of fans.


•  The potential of the VPIM system, operated to extend the classical stable operating range of the fan, could be
extended in a ‘joint control system’ of the fan unstable operations, because the VPIM shows an immediate
recovery of the stall, when the proper pitch angle is reached.


•  As a consequence, a sufficiently quick ‘stall prediction method’ should be developed. This is an ongoing work
of this research group, after the stall warning system presented in the last Turbo Expo and recently patented.




                                      Turbo Expo 2011, Turbine Congress and Exhibition
    FMGroup @ DMA-Sapienza
Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion




                                                                                   Roma – Foro Romano view
                 Vaxjio, Sweeden– The Lake view

                                                                                                                        Acknowledgement

     The present research was done in the context of the contract FW-DMA10-11, between
     Flakt Woods Ltd and Fluid Machinery Research Team @ Dipartimento di Ing.
     Meccanica e Aerospaziale “Sapienza” University of Rome



                                                  Turbo Expo 2011, Turbine Congress and Exhibition
FMGroup @ DMA-Sapienza

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Bianchi GT2011

  • 1. Stall Inception, Evolution and Control in a Low-Speed Axial Fan with Variable Pitch in Motion ! GT2011-45725 Stefano BIANCHI, Alessandro CORSINI, Anthony G. SHEARD Luca MAZZUCCO, Lucilla MONTELEONE Flakt Woods Ltd FMGroup @ DIMA-URLS Turbo Expo Turbine Congress and Exhibition June 7 – 11, 2011, Vancouver, BC, Canada.
  • 2. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Background motivations (i) • Huge amount of research works have been dedicated in the last decades to the goal of finding reliable methods to monitor the approach of fans or compressors to the stability limits while running literature review spans from ’70s&’80s (Day and Cumpsty, 1978) (Greitzer, 1980) to stall detection, management & control studies (Paduano et al., 2001) (Christensen et al., 2006) • Two questions are still under scrutiny alert methods are proposed for individual test-beds techniques for the detection of stall initiation, based on experimental observation of pre-stall behaviours, have sought to identify such behaviour as early as possible i.e. early detection period lasts less than two rotor revolutions for axial compressors and it could be ten times longer in low-speed single stage industrial fans Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 3. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Background motivations (ii) • Several studies suggested the presence of tip flow phenomena (in low-speed and high- speed rotors) directly responsible for the generation of those disturbances (also called ‘spikes’ or ‘pips’) causing the inception of part-span stall cells • This inception mechanism could be correlated also with a modification of the noise signal in the casing region • A number of scholars have utilised azimuthal measurements in an attempt to link the rotating unsteady patterns of flow instabilities to their acoustic signatures to detect in centrifugal turbomachines low frequency noise due to rotating stall in (Okada, 1987) or aerodynamic sound sources (Mongeau et al., 1995) In a similar vein (Kameier and Neise, 1997) established a link between tip-clearance noise and associated blade-tip flow instabilities in axial turbo-machinery by correlating rotating source and vortex mechanisms with rotating stall cells Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 4. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Aims • The present work was aimed to provide the background for the development of a stall detection tool in low-speed axial fans with VPIM. • In this paper, the stall characteristics of a low-speed fan are established using flush- mounted microphones placed at two azimuthal positions around the casing. • Spatial and temporal correlations between rotating instabilities are established, which facilitates a full analysis of stall inception. •  Energetic analysis on the stall cells and recovery behaviour is estabilished. •  The study is finalised to characterise the stall and the recovery of a VPIM fan, for the use of the previously patented ‘SDP stall detection tool’ (Sheard et al., J. Eng. Gas Turb and Power GTP-10-1168). Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 5. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Outline • Methodology Test fan and apparatus • Stall visualization technique Rationale and background information Sensitivity analysis • Discussion of the stall warning @ 700 rpm-speed Fourier and energetic analysis Visualization of the stall cell • Conclusions Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 6. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Methodology. Fan geometry & design • Low-speed axial fans for heavy-duty applications intended for high-temperature operations in the boilers of coal power plants. blade profiles modified ARA-D geometry type arbitrary vortex radial work distribution Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 7. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Methodology. Fan Variable Pitch in Motion (VPIM) System • Remotely controlled oil-dynamic actuators VPIM system @ 1.5°/s. Turbo Expo 2011, Turbine Congress and Exhibition
  • 8. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Methodology. Fan test section BS 848 P I – AMCA certified Turbo Expo 2010, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 9. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Methodology. Test rig Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 10. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Methodology. Fan performance @ steady conditions • Total pressure-to-volume performance map @ different pitch angles Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 11. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Methodology. Test apparatus 10 kHz • The microphones were mounted flush with the inner wall of the casing • The microphones were mounted above the blade vane Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 12. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Signal processing technique y • Cross Correlation Analysis between the pressure measured in two azimuthal locations The cross-correlation of functions f(t) and g(t) is equivalent to the convolution of f *(−t) and g(t): x Analogous to the convolution theorem, the cross-correlation satisfies: denotes the Fourier transform, and ’*’ indicates the complex conjugate. •  Coherence The coherence between two signals x(t) and y(t) is a real-valued function that is defined as: Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 13. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Measurements Uncertainty • The overall uncertainty on unsteady pressure measurements was estimated as: ΔV = 1000 mV ± 12 mV (20:3) on the voltage; and ΔG = 200 dB ± 2.4 dB (20:3) on the raw signal gain in the range of frequencies considered. •  The system frequency limitation of the pressure probes was calculated. •  The system response for the phase angle was carefully checked. α (deg) f (Hz) FMGroup @ DMA-Sapienza
  • 14. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Measurements uncertainty • The overall uncertainty on unsteady pressure measurements was estimated as: ΔV = 1000 mV ± 12 mV (20:3) on the voltage; and ΔG = 200 dB ± 2.4 dB (20:3) on the raw signal gain in the range of frequencies considered. •  The system frequency limitation of the pressure probes was calculated. •  The system response for the phase angle was carefully checked. α (deg) f (Hz) FMGroup @ DMA-Sapienza
  • 15. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Test Conditions dynamic test Machtip = 0.25 A Re = 106 B Pitch variation C Φstart = 0.200 Φend = 0.120 Turbo Expo 2010, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 16. Visual inspection of wall pressure low-pass filtered @ 150 Hz Stall inception Turbo Expo 2010, Turbine Congress and Exhibition
  • 17. Detection of stall regions in a low-speed axial fan by visualisation of sound signals Visual inspection of wall pressure low-pass filtered @ 150 Hz Details at stall inception I1: inception spike Instabilities with similar wave structure RS1: new-born stall cell Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 18. Visual inspection of wall pressure low-pass filtered @ 150 Hz Details of the stall evolution Cell leading edge Cell trailing edge Partial recovery Stall cell passage Partial recovery Stall cell passage Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 19. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Visual inspection of wall pressure low-pass filtered @ 150 Hz Average velocity of the stall cells Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 20. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Average velocity and angular estension of the stall cell Probably: part-span stall cell Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 21. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Cross-Correlation (Ch1-Ch2) during three different operatiing conditions Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 22. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Cross-Correlation (Ch1-Ch2) during three different operating conditions New-born stall cell Instabilities with similar wave structure Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 23. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Cross-Correlation (Ch1-Ch2) during three different operatiing conditions New-born stall cell Instabilities with similar wave structure Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 24. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Visual inspection of wall pressure low-pass filtered @ 150 Hz Stall recovery via VPIM Turbo Expo 2010, Turbine Congress and Exhibition
  • 25. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Visual inspection of wall pressure low-pass filtered @ 150 Hz Stall recovery via VPIM - details Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 26. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Stall recovery via VPIM – details of stall cell evolution @ recovery Turbo Expo 2011, Turbine Congress and Exhibition
  • 27. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Spectral Density of Energy (SDE) – Stall and recovery Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 28. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Spectral Energy Density – details of the recovery Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 29. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Concluding Remarks •  The present study has established the stall characteristic of a subsonic axial fan by visual inspection of the pressure traces and acoustic correlations from two different pressure probes mounted on the casing. •  The spectral analysis detected the presence of low frequency tone components related to rotating stall. The existence of these tone-band modulations could be inferred as being the signature of rotating stall in this type of fans. •  The potential of the VPIM system, operated to extend the classical stable operating range of the fan, could be extended in a ‘joint control system’ of the fan unstable operations, because the VPIM shows an immediate recovery of the stall, when the proper pitch angle is reached. •  As a consequence, a sufficiently quick ‘stall prediction method’ should be developed. This is an ongoing work of this research group, after the stall warning system presented in the last Turbo Expo and recently patented. Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza
  • 30. Stall inception, evolution and control in a low speed axial fan fitted with Variable Pitch in Motion Roma – Foro Romano view Vaxjio, Sweeden– The Lake view Acknowledgement The present research was done in the context of the contract FW-DMA10-11, between Flakt Woods Ltd and Fluid Machinery Research Team @ Dipartimento di Ing. Meccanica e Aerospaziale “Sapienza” University of Rome Turbo Expo 2011, Turbine Congress and Exhibition FMGroup @ DMA-Sapienza