Articles | Volume 9, issue 1
https://doi.org/10.5194/wes-9-235-2024
https://doi.org/10.5194/wes-9-235-2024
Research article
 | 
24 Jan 2024
Research article |  | 24 Jan 2024

Developing a digital twin framework for wind tunnel testing: validation of turbulent inflow and airfoil load applications

Rishabh Mishra, Emmanuel Guilmineau, Ingrid Neunaber, and Caroline Braud

Viewed

Total article views: 5,172 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
3,263 1,803 106 5,172 134 172
  • HTML: 3,263
  • PDF: 1,803
  • XML: 106
  • Total: 5,172
  • BibTeX: 134
  • EndNote: 172
Views and downloads (calculated since 11 Jul 2023)
Cumulative views and downloads (calculated since 11 Jul 2023)

Viewed (geographical distribution)

Total article views: 5,172 (including HTML, PDF, and XML) Thereof 4,964 with geography defined and 208 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 

Cited

Saved (final revised paper)

Latest update: 12 Aug 2026
Download
Short summary
To investigate the impact of turbulence on aerodynamic forces, we first model turbulent kinetic energy decay theoretically using the Taylor length scale and employ this model to create a digital wind tunnel replica for simulating grid-generated turbulence. Experimental validation shows good alignment among theory, simulations, and experiments, paving the way for aerodynamic simulations. Finally, we successfully use the digital replica to obtain force coefficients for a 2D rotor blade section.
Share
Altmetrics
Final-revised paper
Preprint