Anne Geppert
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Anne Geppert has a total of 37 co-authors. Here are the top co-authors by number of shared publications:
- Grazia Lamanna
Institute of Aerospace Thermodynamics, University of Stuttgart, Stuttgart, Germany
7 shared publications Bernhard Weigand
Institute of Aerospace Thermodynamics, University of Stuttgart, Pfaffenwaldring 31, Stuttgart, 70569, Germany
5 shared publicationsB. Weigand
Institute of Aerospace Thermodynamics, University of Stuttgart, 70569Stuttgart, Germany
3 shared publications- Jonas Steigerwald
Institute of Aerospace Thermodynamics, University of Stuttgart, Stuttgart, Germany
3 shared publications - Alexandros Terzis
Faculty of Aerospace Engineering, Technion – Israel Institute of Technology , 3200003 Haifa
2 shared publications - Bernhard Weigand
Institute of Aerospace Thermodynamics (ITLR), University of Stuttgart, Stuttgart, Germany
2 shared publications
Latest Publications
- Open Access
Particle Size Distribution in Hot Gas Atomization of Stainless Steel Melts
The gas atomization process for metal powder production is strongly influenced by the thermodynamic and fluid-dynamic conditions of the atomizing gas. In this study, stainless steel (316L) powders produced using a close-coupled gas atomizer (CCA) with heated nitrogen and argon were investigated. A systematic experimental campaign was conducted by varying gas type, gas pressure, and gas temperature to analyze their impact on the particle size distribution and morphology. Numerical gas-flow simulations were performed to characterize the dependence of the gas velocity field in the atomization region on the applied process parameters. Based on the experimental and numerical results, classical correlations for characteristic particle size prediction have been adapted for CCA hot gas atomization by introducing an additional temperature scaling term (TG/TR)t. The modified correlations improved the prediction accuracy compared with the original formulations. For the Lubanska correlation, the mean prediction error could be significantly reduced. Furthermore, general linear models and a complementary analysis of covariance (ANCOVA) were used to evaluate the associations of gas temperature, gas type, and gas pressure and the derived flow parameters with the particle size distribution. The combined experimental–numerical approach provides further insight into hot gas atomization of metal melts and supports the optimization of process parameters for tailored metal powder production.
Open AccessParticle Size Distribution in Hot Gas Atomization of Stainless Steel Melts
The gas atomization process for metal powder production is strongly influenced by the thermodynamic and fluid-dynamic conditions of the atomizing gas. In this study, stainless steel (316L) powders produced using a close-coupled gas atomizer (CCA) with heated nitrogen and argon were investigated. A systematic experimental campaign was conducted by varying gas type, gas pressure, and gas temperature to analyze their impact on the particle size distribution and morphology. Numerical gas-flow simulations were performed to characterize the dependence of the gas velocity field in the atomization region on the applied process parameters. Based on the experimental and numerical results, classical correlations for characteristic particle size prediction have been adapted for CCA hot gas atomization by introducing an additional temperature scaling term (TG/TR)t. The modified correlations improved the prediction accuracy compared with the original formulations. For the Lubanska correlation, the mean prediction error could be significantly reduced. Furthermore, general linear models and a complementary analysis of covariance (ANCOVA) were used to evaluate the associations of gas temperature, gas type, and gas pressure and the derived flow parameters with the particle size distribution. The combined experimental–numerical approach provides further insight into hot gas atomization of metal melts and supports the optimization of process parameters for tailored metal powder production.
- Open Access
- 6 January 2026
- Published by Springer Nature in Production Engineering
- Vol. 20 (1) , 29
Distribution of metalworking fluid in vibration-assisted drilling using minimum quantity lubrication
The distribution of metalworking fluid (MWF) during a stationary variant of the vibration-assisted drilling using minimum quantity lubrication is analyzed. Two numerical approaches are employed to simulate the MWF transport: a droplet-based Eulerian-Lagrangian-Eulerian model for spray supply, and a volume-of-fluid method for jet-like MWF delivery. The simulations reveal distinct deposition patterns: spray supply results in a broad wetting of the bore ground from the drill center up to approximately three quarters of the radius, while jet supply leads to wetting of the outermost region. Drill rotation significantly affects jet-based wetting but has minor influence on spray supply. The findings highlight the complementary strengths of both supply strategies and point to an optimization goal for minimum quantity lubrication in vibration-assisted drilling: the tailored combination of spray and jet supply to target specific regions of the chisel edge and cutting edge for improved lubrication and tool performance.
- 6 January 2026
- Published by Springer Nature in Production Engineering
- Vol. 20 (1) , 29
Open AccessDistribution of metalworking fluid in vibration-assisted drilling using minimum quantity lubrication
The distribution of metalworking fluid (MWF) during a stationary variant of the vibration-assisted drilling using minimum quantity lubrication is analyzed. Two numerical approaches are employed to simulate the MWF transport: a droplet-based Eulerian-Lagrangian-Eulerian model for spray supply, and a volume-of-fluid method for jet-like MWF delivery. The simulations reveal distinct deposition patterns: spray supply results in a broad wetting of the bore ground from the drill center up to approximately three quarters of the radius, while jet supply leads to wetting of the outermost region. Drill rotation significantly affects jet-based wetting but has minor influence on spray supply. The findings highlight the complementary strengths of both supply strategies and point to an optimization goal for minimum quantity lubrication in vibration-assisted drilling: the tailored combination of spray and jet supply to target specific regions of the chisel edge and cutting edge for improved lubrication and tool performance.
- 1 August 2025
- Published by AIP Publishing in Physics of Fluids
- Vol. 37 (8)
Droplet impact onto sub-millimeter microstructures fully and barely submerged in a liquid film
We study silicone oil B3 droplet impacts onto films of the same fluid with submerged cubic structures with side lengths, heights, and separation distances of 0.1, 0.2, and 0.5 mm. The structures are either barely submerged or submerged in a film that rises to 0.2, 0.3, or 0.5 mm above the pillar tops. The impact Weber numbers range between 270 and 1 100. We use high-speed imaging from four perspectives simultaneously to record the experiments. Experimental results are compared with numerical simulations. We show that the underlying structure size can affect the droplet impact process significantly and that the droplet impact morphology is affected differently from either a film on a smooth surface or dry surface structures. Streaks are observed in the side view, which mainly result from azimuthal variations of the crown thicknesses due to differing flow resistance in the crown crater. For barely submerged structures, this causes symmetric crown detachment. Furthermore, we show that the crown height and lifetime depend on the film height above the pillar tops. Finally, a correlation to predict the maximum crown height for fully and barely submerged structures is presented.
- 1 August 2025
- Published by AIP Publishing in Physics of Fluids
- Vol. 37 (8)
Droplet impact onto sub-millimeter microstructures fully and barely submerged in a liquid film
We study silicone oil B3 droplet impacts onto films of the same fluid with submerged cubic structures with side lengths, heights, and separation distances of 0.1, 0.2, and 0.5 mm. The structures are either barely submerged or submerged in a film that rises to 0.2, 0.3, or 0.5 mm above the pillar tops. The impact Weber numbers range between 270 and 1 100. We use high-speed imaging from four perspectives simultaneously to record the experiments. Experimental results are compared with numerical simulations. We show that the underlying structure size can affect the droplet impact process significantly and that the droplet impact morphology is affected differently from either a film on a smooth surface or dry surface structures. Streaks are observed in the side view, which mainly result from azimuthal variations of the crown thicknesses due to differing flow resistance in the crown crater. For barely submerged structures, this causes symmetric crown detachment. Furthermore, we show that the crown height and lifetime depend on the film height above the pillar tops. Finally, a correlation to predict the maximum crown height for fully and barely submerged structures is presented.
- Open Access
- 22 November 2024
- Published by Elsevier in Journal of Colloid and Interface Science
- Vol. 682, 413-422
Wetting behavior in the inertial phase of droplet impacts onto sub-millimeter microstructured surfaces
- 22 November 2024
- Published by Elsevier in Journal of Colloid and Interface Science
- Vol. 682, 413-422
Open AccessWetting behavior in the inertial phase of droplet impacts onto sub-millimeter microstructured surfaces
- Open Access
- 17 May 2024
- Published by Elsevier in Journal of Non-Newtonian Fluid Mechanics
- Vol. 329, 1-23
Numerical investigation of drop–film interactions with a thixotropic liquid
- 17 May 2024
- Published by Elsevier in Journal of Non-Newtonian Fluid Mechanics
- Vol. 329, 1-23
Open AccessNumerical investigation of drop–film interactions with a thixotropic liquid
- Open Access
- 20 April 2024
- Published by Springer Nature in Experiments in Fluids
- Vol. 65 (5) , 1-23
Micro-PIV study on the influence of viscosity on the dynamics of droplet impact onto a thin film
This work presents a systematic experimental study of droplet impact onto a wet substrate. Four different silicone oils are used, covering a range of Reynolds number between $$116< \text{Re} <1106$$ at two different initial wall film heights. The objective is to characterize the temporal and radial evolution of the velocity field within the crown crater by means of micro-PIV. Our findings show that the velocity field has the structure of an axisymmetric stagnation point flow with decaying strength a(t). The latter exhibits an exponential decay and can be explained in terms of the exponential decay of the pressure force exerted by the impacting droplet onto the wall film. In this context, the commonly accepted functional dependence $$a(t) \propto t^{-1}$$ represents only the first-order Taylor approximation of the exponential decay and has therefore only a limited temporal validity. The analysis also corroborates the existence of an inertial regime concerning the velocity field for $${\text{Re}} > 270$$ . This is not observed at lower Re numbers due to the increased pressure losses caused by the extensional (normal) strain during the radial spreading of the lamella. To validate these findings a holistic approach is chosen, which combines numerical results, analytical solutions and experimental data from literature. In particular, by using the continuity equation, it is shown that the experimental decay of the wall film height can be reconstructed from the velocity measurements. Consilience of results from different approaches provides a robust validation of the micro-PIV data obtained in this work. Graphical- 20 April 2024
- Published by Springer Nature in Experiments in Fluids
- Vol. 65 (5) , 1-23
Open AccessMicro-PIV study on the influence of viscosity on the dynamics of droplet impact onto a thin film
This work presents a systematic experimental study of droplet impact onto a wet substrate. Four different silicone oils are used, covering a range of Reynolds number between $$116< \text{Re} <1106$$ at two different initial wall film heights. The objective is to characterize the temporal and radial evolution of the velocity field within the crown crater by means of micro-PIV. Our findings show that the velocity field has the structure of an axisymmetric stagnation point flow with decaying strength a(t). The latter exhibits an exponential decay and can be explained in terms of the exponential decay of the pressure force exerted by the impacting droplet onto the wall film. In this context, the commonly accepted functional dependence $$a(t) \propto t^{-1}$$ represents only the first-order Taylor approximation of the exponential decay and has therefore only a limited temporal validity. The analysis also corroborates the existence of an inertial regime concerning the velocity field for $${\text{Re}} > 270$$ . This is not observed at lower Re numbers due to the increased pressure losses caused by the extensional (normal) strain during the radial spreading of the lamella. To validate these findings a holistic approach is chosen, which combines numerical results, analytical solutions and experimental data from literature. In particular, by using the continuity equation, it is shown that the experimental decay of the wall film height can be reconstructed from the velocity measurements. Consilience of results from different approaches provides a robust validation of the micro-PIV data obtained in this work. Graphical - 1 January 2024
- Published by AIP Publishing in Physics of Fluids
- Vol. 36 (1)
Analyzing the early impact dynamics of single droplets impacting onto wetted surfaces
Single droplet impacts onto thin wall-films are a common phenomenon in many applications. For sufficiently high impact velocities, the droplet impact process consists of three phases, i.e., initial contact stage, droplet deformation with radial momentum transfer inducing an upward rising lamella, and crown propagation. Here, we present the results of a combined numerical and experimental study focusing on the early dynamics of the impact process. Specifically, the effects of the initial droplet shape, wall-film thickness, and contact line motion are analyzed. Prior to impact, an oblate spheroidal droplet shape was observed. Using direct numerical simulation, we show that the droplet shape affects the impact dynamics only during the first two phases, as it is one of the key parameter influencing the correct prediction of the impact zone. The contact line propagation is described by a square-root-time dependence R¯CL=ατ for both, dry and wetted surfaces. On dry surfaces, the advancement of the contact line is determined by the rolling motion of the truncated droplet. On wetted surfaces, the value of the α-parameter is controlled by two concurrent effects, namely, rolling motion and wall-film inertia. For impact onto thin films, the rolling motion prevails. With increasing wall-film height, the droplet penetrates into the soft substrates and wall-film inertia becomes the controlling factor. These insights into the early impact dynamics on wetted surface are important for the formulation of a unified modeling approach.
- 1 January 2024
- Published by AIP Publishing in Physics of Fluids
- Vol. 36 (1)
Analyzing the early impact dynamics of single droplets impacting onto wetted surfaces
Single droplet impacts onto thin wall-films are a common phenomenon in many applications. For sufficiently high impact velocities, the droplet impact process consists of three phases, i.e., initial contact stage, droplet deformation with radial momentum transfer inducing an upward rising lamella, and crown propagation. Here, we present the results of a combined numerical and experimental study focusing on the early dynamics of the impact process. Specifically, the effects of the initial droplet shape, wall-film thickness, and contact line motion are analyzed. Prior to impact, an oblate spheroidal droplet shape was observed. Using direct numerical simulation, we show that the droplet shape affects the impact dynamics only during the first two phases, as it is one of the key parameter influencing the correct prediction of the impact zone. The contact line propagation is described by a square-root-time dependence R¯CL=ατ for both, dry and wetted surfaces. On dry surfaces, the advancement of the contact line is determined by the rolling motion of the truncated droplet. On wetted surfaces, the value of the α-parameter is controlled by two concurrent effects, namely, rolling motion and wall-film inertia. For impact onto thin films, the rolling motion prevails. With increasing wall-film height, the droplet penetrates into the soft substrates and wall-film inertia becomes the controlling factor. These insights into the early impact dynamics on wetted surface are important for the formulation of a unified modeling approach.
- Open Access
- 18 March 2022
- Published by Cambridge University Press (CUP) in Journal of Fluid Mechanics
- Vol. 938, A34
Drop impact onto wetted walls: an unsteady analytical solution for modelling crown spreading
An unsteady analytical solution is proposed to predict the spreading rate of the crown generated by an impacting droplet onto wetted walls. The modelling strategy is based on the direct integration of the boundary layer correction into the potential flow solution that leads to the well-established square-root time dependence. The original potential flow has the structure of an unsteady, stagnation point flow with decaying strength. For initial strengths of the potential flow $a_0 \geqslant 100\ {\rm s}^{-1}$ , we find that a self-similar solution can also be obtained for the boundary layer in the variables $\left (r \sqrt {a(t)/(\nu t)}, z \sqrt {a(t)/(\nu t)} \right )$ . The self-similarity of the solution enables a straightforward estimation of momentum losses during the spreading of the liquid layer along the wall. The proposed modelling approach yields an excellent agreement with experiments during the entire spreading phase. Moreover, it enables a smooth transition from the inertia-driven to the shear-controlled regime of crown propagation. In general, the analysis shows that momentum losses arising from viscous effects cannot be neglected during a significant portion of crown propagation, particularly for thin wall films.- 18 March 2022
- Published by Cambridge University Press (CUP) in Journal of Fluid Mechanics
- Vol. 938, A34
Open AccessDrop impact onto wetted walls: an unsteady analytical solution for modelling crown spreading
An unsteady analytical solution is proposed to predict the spreading rate of the crown generated by an impacting droplet onto wetted walls. The modelling strategy is based on the direct integration of the boundary layer correction into the potential flow solution that leads to the well-established square-root time dependence. The original potential flow has the structure of an unsteady, stagnation point flow with decaying strength. For initial strengths of the potential flow $a_0 \geqslant 100\ {\rm s}^{-1}$ , we find that a self-similar solution can also be obtained for the boundary layer in the variables $\left (r \sqrt {a(t)/(\nu t)}, z \sqrt {a(t)/(\nu t)} \right )$ . The self-similarity of the solution enables a straightforward estimation of momentum losses during the spreading of the liquid layer along the wall. The proposed modelling approach yields an excellent agreement with experiments during the entire spreading phase. Moreover, it enables a smooth transition from the inertia-driven to the shear-controlled regime of crown propagation. In general, the analysis shows that momentum losses arising from viscous effects cannot be neglected during a significant portion of crown propagation, particularly for thin wall films. - 15 March 2020
- Published by Springer Nature
- p. 177-190
Analytical Model for Crown Spreading During Drop Impact onto Wetted Walls: Effect of Liquids Viscosity on Momentum Transfer
- 15 March 2020
- Published by Springer Nature
- p. 177-190
Analytical Model for Crown Spreading During Drop Impact onto Wetted Walls: Effect of Liquids Viscosity on Momentum Transfer
- 1 April 2019
- Published by Elsevier in Experimental Thermal and Fluid Science
- Vol. 102, 152-162
Splashing characteristics of diesel exhaust fluid (AdBlue) droplets impacting on urea-water solution films
- 1 April 2019
- Published by Elsevier in Experimental Thermal and Fluid Science
- Vol. 102, 152-162
Splashing characteristics of diesel exhaust fluid (AdBlue) droplets impacting on urea-water solution films