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Alex M. K. P. Taylor

Publications and source records attributed to Alex M. K. P. Taylor.

3 recordsLinked to original sources

Influence of Droplet Morphology on Fluid Dynamics and Impact Erosion of Wind Turbine Blades

The impact of droplets, such as rain and sea sprays, on wind turbine blade surfaces can cause severe damage through leading-edge erosion (LEE). Current industrial practice has largely relied on empirical fatigue models to predict damage progression and guide maintenance. However, an important limitation of existing models is the assumption on ideal impact conditions, including perfectly spherical droplet and normal incidence, which rarely occur in reality. This study develops a fluid-structure interaction (FSI) model that couples incompressible multiphase flow simulations with finite element (FE) analysis of blade materials. Using this framework, we investigate the impact dynamics of droplets with arbitrary shapes and orientations. The results reveal a positive correlation between the peak impact pressure, the influential area at the pressure peak, and the peak impact force. In contrast, the time of peak force scales inversely due to momentum conservation. From these findings, we propose a $\textit{universal scaling law}$ that relates all key impact loadings to the simple parameter of the droplet $\textit{projection area}$, which can be determined solely from the initial droplet geometry and orientation. This law provides a predictive framework for impact loading dynamics of non-ideal shapes, offering new insights into the mechanisms of LEE and improving the accuracy of erosion predictions for wind turbine blades.

physics.flu-dyn↗

An analytical-numerical coupled model of liquid droplet impact on solid material surfaces

Impacts of liquid droplets on wind turbine blade surfaces, for example sea sprays, can result in material damage through erosion. In this study, we derive an explicit, closed-form analytical approximation for droplet impact and subsequent spreading on a solid surface in inertia-dominated regimes of large Reynolds and Weber numbers. The formulation extends an existing theoretical framework based on inviscid potential flow for a rising expanding disk in an infinite liquid domain. The modified solution provides full spatio-temporal pressure distributions and impact force histories on the impact surface over the entire impact duration, capturing both the early-time self-similar flow and the inertia-driven lamella spreading following the peak impact force. The predicted pressure and force profiles show good agreement with analytical, numerical and experimental results reported in the literature, including accurate reproduction of the well-known ring-shaped pressure distribution. Key quantities, such as the radial location and magnitude of peak pressure, as well as the timing and magnitude of the peak impact force, are predicted analytically with reasonable accuracy. To enable solid material erosion analysis, the analytical liquid-phase solution is coupled with a finite-element (FE) simulation for the solid response. This analytical-numerical coupled method (ANCM) eliminates the need to explicitly simulate droplet fluid dynamics, which is conventionally performed using smoothed particle hydrodynamics (SPH). As a result, for the purpose of material response analysis, the proposed approach achieves grid independence at substantially lower mesh resolutions and reduces computational cost by more than 97% compared to SPH-based simulations, while maintaining or improving numerical accuracy.

physics.flu-dyn↗

Evaluation of the performance of an analytical-numerical coupled method for droplet impacts on soft material surfaces

Impacts between droplets and solid surfaces can commonly cause erosion problem in Engineering applications, including aircraft surface erosion, wind blade leading-edge erosion and steam turbine blade erosion. In practice, the impacted solid surfaces have varied material softness, ranging from stiff metallic coatings to soft materials. An analytical-numerical coupled model (ANCM) for simulating droplet impacts on surfaces, and corresponding material analysis, has been developed in the literature. However, the analytical impact pressure solution of the ANCM model has been derived assuming rigid solid surface. In the current study, we investigate the performance of the ANCM model for droplet impacts on soft materials made of urethane gel phantom, by comparing the ANCM computations to lab-based experiments and numerical simulations based on Smoothed Particle Hydrodynamics (SPH). Parametric studies explore the applicability limit of the ANCM model for droplet impacts on very soft materials at low Young's modulus. It was found that for materials at Young's modulus of $47,400$ Pa or stiffer, which covers most engineering applications, the developed ANCM model performs as expected for an assumed rigid surface. For softer solid materials, the SPH-modeled liquid interacts with the evolving surface geometry and mitigates impact intensity as deformation occurs. The analytical impact loads estimated by ANCM are independent of surface geometry, and hence provide conserved impact impulse in a non-physical way. Results show a critical value of Young's modulus at $E=10,000$ pa for the ANCM model, below which the model exhibits overshoot in total contact force and surface deformation, leading to the formation of steep wall craters.

physics.flu-dyn↗