This paper explores active wake-flow control on a notchback Ahmed body using genetically inspired optimization. Hotwire and particle image velocimetry measurements record velocity data and flow structures in the wake. Pulsed jets at four actuation slots (two at the roof trailing edge, two at the side trailing edges) dynamically control the wake to minimize aerodynamic drag. The study achieves up to 9.2% (without consideration of energy consumption) drag reduction, primarily by manipulating vortices from the roof rear end. The paper elucidates the underlying flow mechanism and evaluates various actuation strategies, highlighting how optimal control leads to reattachment of wake separation at the rear slant, diminishing the slant bubble and promoting downstream reattachment for enhanced drag reduction.

He, K., Minelli, G., Su, X., Huang, N., Krajnović, S. (2024). Active wake-flow control for a notchback Ahmed body driven by a genetically inspired optimization. JOURNAL OF FLUID MECHANICS, 1000, 1-13 [10.1017/jfm.2024.1018].

Active wake-flow control for a notchback Ahmed body driven by a genetically inspired optimization

Minelli, Guglielmo;
2024

Abstract

This paper explores active wake-flow control on a notchback Ahmed body using genetically inspired optimization. Hotwire and particle image velocimetry measurements record velocity data and flow structures in the wake. Pulsed jets at four actuation slots (two at the roof trailing edge, two at the side trailing edges) dynamically control the wake to minimize aerodynamic drag. The study achieves up to 9.2% (without consideration of energy consumption) drag reduction, primarily by manipulating vortices from the roof rear end. The paper elucidates the underlying flow mechanism and evaluates various actuation strategies, highlighting how optimal control leads to reattachment of wake separation at the rear slant, diminishing the slant bubble and promoting downstream reattachment for enhanced drag reduction.
2024
He, K., Minelli, G., Su, X., Huang, N., Krajnović, S. (2024). Active wake-flow control for a notchback Ahmed body driven by a genetically inspired optimization. JOURNAL OF FLUID MECHANICS, 1000, 1-13 [10.1017/jfm.2024.1018].
He, Kan; Minelli, Guglielmo; Su, Xinchao; Huang, Ning; Krajnović, Siniša
File in questo prodotto:
File Dimensione Formato  
active_wakeflow_control_for_a_notchback_ahmed_body_driven_by_a_genetically_inspired_optimization.pdf

accesso aperto

Tipo: Versione (PDF) editoriale
Licenza: Creative commons
Dimensione 1.67 MB
Formato Adobe PDF
1.67 MB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/998369
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? 0
social impact