Publication on ProCap measurements on aerodynamics of hovering drones

Wake Characteristics of a Free-Flying Quadrotor Hovering in Uniform and Shear Inflows

The wake of a free-flying small quadrotor (DJI NEO) was measured under still air, uniform inflow, and vertical- and horizontal-shear inflow at the exit of an open-circuit wind tunnel. Sensor Tracking Velocimetry (STV) using the ProCap system combined a multi-hole probe with optical tracking to reconstruct three-component, time-averaged velocity fi elds and the mean pressure fi eld on multiple planes downstream and below the vehicle. In still air, four rotor jets merge into a combined downwash; a control-volume momentum balance yielded a mean thrust within 0.76% of the vehicle weight, supporting the accuracy of the reconstructed fi elds. In uniform inflow (U ∞ = 4.3ms −1 ), the wake is convected downstream and exhibits a pronounced counter-rotating vortex pair typical of a jet in crossflow. Under shear inflow, the wake becomes strongly asymmetric, with clear deflection and distortion of the dominant coherent structures. These results quantify the sensitivity of multirotor wakes to nonuniform inflow and demonstrate the potential of ProCap for rapid volumetric wake surveys.

Publication on ProCap measurement strategy

Real-time Sensor Tracking Velocimetry (STV): Opportunities and challenges
with a human in the loop (HITL)

A comparison of Sensor Tracking Velocimetry (STV) with a Human in the Loop (HITL) with stereoscopic Particle Image Velocimetry (stereo PIV) data for a generic wind tunnel setup is presented. In STV, the human in the loop plays a central role in improving measurement efficiency while ensuring data quality. Two main measurement strategies for STV-HITL are assessed: a volumetric strategy for capturing global flow topology and a planar strategy for detailed analysis of  specific planes. The impact of observing data quality measures at the time of the measurement and the spatial resolution of the fl ow fi eld reconstruction are discussed. The results emphasize that both an adapted measurement strategy and real-time quality feedback tools are crucial for concentrating measurement points in relevant areas and thus obtaining an accurate result. The selected resolution has a high impact on measurement time. In thin shear layers and near surfaces the accuracy is reduced by the method’s limit in spatial resolution. With measurement strategy and parameters carefully tailored to the specific requirements of the measurement task, the STV-HITL method can provide high-quality data in significantly less time compared to conventional methods like stereo PIV.