Wind Tunnel Validation of a Particle Tracking Model to Evaluate the
Wind-Induced Bias of Precipitation Measurements.
- Arianna Cauteruccio,
- Elia Brambilla,
- Mattia Stagnaro,
- Luca Giovanni Lanza,
- Daniele Rocchi
Elia Brambilla
Department of Mechanical Engineering, Politecnico di Milano, Milan, Italy
Author ProfileMattia Stagnaro
Department of Civil, Chemical and Environmental Engineering, University of Genova, Genoa, Italy
Corresponding Author:[email protected]
Author ProfileDaniele Rocchi
Department of Mechanical Engineering, Politecnico di Milano, Milan, Italy
Author ProfileAbstract
A physical full-scale experimental set-up was designed and implemented
in the wind tunnel to reproduce and capture the trajectories of falling
water drops when approaching the collector of catching type
precipitation gauges, reproducing rainfall measurements in windy
conditions. The experiment allowed to collect, for the first time, a
large dataset of high-resolution footages of the deviation of such
trajectories, as induced by the bluff-body aerodynamics of the outer
gauge shape. By processing the collected images, a consistent
quantitative interpretation of each drop pattern was possible, based on
a detailed Computational Fluid Dynamics simulation of the airflow
updraft and acceleration features above the collector of the gauge.
Numerical airflow simulations were extensively validated in the wind
tunnel, using local flow measurements and Particle Image Velocimetry.
Capturing the deviation of the drop trajectories in the wind tunnel
allowed a clear visualisation of the physical reason for the
wind-induced undercatch of precipitation gauges, since drops were
individually observed to fall outside instead of inside of the
collector, contrary to what would be expected by extrapolating their
undisturbed trajectory. The adopted Lagrangian Particle Tracking model
and the formulation used for the drag coefficient were suitable to
closely reproduce the observed drop trajectories when affected by the
airflow deformation due to the bluff-body aerodynamics of two
investigated gauge geometries. The wind tunnel experiment provided the
basis for the validation of the particle tracking model in terms of the
difference between simulated and observed trajectories, after initial
conditions were suitably set to represent the experimental setup.