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Research PaperResearchia:202609.01085

The Structure of Merging Turbulent Jets Beneath a Small Quadrotor

Anoop Kiran

Abstract

The downwash wake of a hovering quadrotor governs both the vehicle's own performance and the safe spacing of multi-rotor formations. Prior measurements have largely characterized the mean flow, using single-point anemometry, volumetric tracking, or planar cuts through part of the rotor system. Higher-order turbulent statistics of the merged wake, and how they relate to canonical jet scaling, have remained unresolved, particularly for small quadrotors at the low-Reynolds-number end of the size ra...

Submitted: September 1, 2026Subjects: Robotics; Robotics

Description / Details

The downwash wake of a hovering quadrotor governs both the vehicle's own performance and the safe spacing of multi-rotor formations. Prior measurements have largely characterized the mean flow, using single-point anemometry, volumetric tracking, or planar cuts through part of the rotor system. Higher-order turbulent statistics of the merged wake, and how they relate to canonical jet scaling, have remained unresolved, particularly for small quadrotors at the low-Reynolds-number end of the size range. Here, we present a detailed particle image velocimetry (PIV) study of the downwash of a hovering Crazyflie 2.1 quadrotor (arm length, l=46l = 46 mm), sampled along a diagonal cut, passing through rotors along the symmetry axis of the quadrotor, and a front-rotor cut, passing through adjacent rotors. The four rotor jets merge into a single column by z/lβ‰ˆ5z/l \approx 5, beyond which the mean velocity profiles progressively approach the canonical round-jet self-similar form, collapsing by z/lβ‰ˆ13z/l \approx 13 when scaled by the local centerline velocity and half-width. Centerline decay and half-width growth follow canonical scaling laws with an effective source diameter Deff=2.29 lD_\text{eff} = 2.29\,l, effective Reynolds number ReDeff=3Γ—104Re_{D_\text{eff}} = 3 \times 10^4, at the low end of the range over which canonical jet scaling has been established, and spreading and decay constants nonetheless within the canonical round-jet range. Resolving both cuts shows that the turbulent normal stresses retain a bimodal, cut-dependent signature of the four-rotor source throughout the measurement domain.


Source: arXiv:2608.30900v1 - http://arxiv.org/abs/2608.30900v1 PDF: https://arxiv.org/pdf/2608.30900v1 Original Link: http://arxiv.org/abs/2608.30900v1

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Date:
Sep 1, 2026
Topic:
Robotics
Area:
Robotics
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