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Scaling of drag forces on accelerating plates

Published online by Cambridge University Press:  04 February 2026

Jesse Reijtenbagh*
Affiliation:
Laboratory for Aero and Hydrodynamics, Delft University of Technology, Delft, The Netherlands
Mark J. Tummers
Affiliation:
Laboratory for Aero and Hydrodynamics, Delft University of Technology, Delft, The Netherlands
Jerry Westerweel
Affiliation:
Laboratory for Aero and Hydrodynamics, Delft University of Technology, Delft, The Netherlands
*
Corresponding author: Jesse Reijtenbagh, j.reijtenbagh@tudelft.nl

Abstract

Predicting unsteady loads on plate-like objects during unsteady motion is important in many applications, such as ship manoeuvring, flight and biological propulsion. The drag force on a starting plate that moves normal to its surface can be severely underestimated during the acceleration phase when conventional methods are used to incorporate the effects of acceleration. These methods often introduce an inviscid added mass force that has its origin in potential flow. However, the flow field around a starting plate quickly diverges from potential flow after the start of the motion due to the continuous creation of vorticity at the plate surface. Following the concept of drag by Burgers (1921 Proc. K. Ned. Akad. Wet. 23, 774–782), we propose a model to predict the creation of vorticity on the plate surface and its advection into the vortex loop at the plate edges, based on Stokes’ first problem. This model shows that the acceleration drag force is a history force, in contrast to the inviscid added mass force that is proportional to the instantaneous acceleration of the plate. We perform experiments on starting plates over a large range of accelerations, velocities, fluid viscosities and plate geometries for which the model gives accurate predictions for the drag force during acceleration and during the relaxation phase immediately after the acceleration ceases. This model is extended to also predict the drag forces on accelerating plates during a starting motion with a non-constant acceleration.

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JFM Papers
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This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited.
Copyright
© The Author(s), 2026. Published by Cambridge University Press
Figure 0

Figure 1. The measured drag force $F_D(t)$ on a rectangular plate with frontal area $A$ = $\ell _a\times \ell _b$ = 0.2 $\times$ 0.1 m$^2$ for a motion with constant acceleration $a$ until it reaches a final velocity $V_{{a}}$. Different colours represent the results for five repetitions of the same experiment. Data for four different combinations of the acceleration $a$ and velocity $V_a$ are plotted as a function of (ad) time $t$ in seconds, and (eh) dimensionless time $t^*$, defined in (1.2). The black lines indicate the quasisteady drag force, $F_{ {QS}} = C_{\!D}( {1}/{2})\rho V^2(t) A$ (); the inviscid added mass force, $F_{\textit{AM}} = m_{{h}}a(t)$ (), with $m_{{h}}$ given by Payne (1981); the combined force, $F_{\textit{QS}}+F_{\textit{AM}}$ (). The acceleration phase of the motion is indicated by ‘A’, and the relaxation phase by ‘R’. The shaded area labelled ‘E’ on the left-hand side in each graph indicates the robot engagement at the start of the plate motion, see Appendix A. The roman numerals refer to the flow fields shown in figures 4 and 5.

Figure 1

Figure 2. Schematic of the experimental set-up, viewed from the side (a) and from above (b), consisting of a large water-filled tank, with a gantry robot moving a plate with a prescribed motion. A light sheet illuminates a planar cross-section of the flow through the middle of the plate. A digital high-speed camera is positioned below the water-filled tank and observes the flow through a $45^\circ$ mirror. The shaded area represents the field-of-view of the camera. For the measurements in the water–glycerol mixtures at elevated viscosities a smaller tank, outlined by the dotted line, is placed inside the larger tank, see text for further details. Photographs of the experimental set-up are available as Supplementary material at https://doi.org/10.1017/jfm.2025.11107.

Figure 2

Table 1. The dynamic viscosity $\mu$, density $\rho$ and kinematic viscosity $\nu$ of water (V1) and water–glycerol mixtures (V2–4).

Figure 3

Table 2. Overview of the accelerations $a$ and final velocities $V_{{a}}$ in the constant-acceleration experiments with the AR = 2 rectangular plate. Crosses indicate the combinations of acceleration and velocity that are done with water only; dots indicate the combinations of acceleration and velocity with water and water–glycerol mixtures at higher viscosities. The Reynolds number ${\textit{Re}}$ is given by the velocity $V_{{a}}$, the plate height $\ell _b$ and the kinematic viscosity $\nu$ of the fluid, i.e. either water (V1) or the water–glycerol mixtures (V2–V4), see table 1.

Figure 4

Figure 3. Examples of the programmed plate motions with prescribed (a) velocity $V(t)$, (b) acceleration $a(t)$ and (c) jerk $J(t)$: constant acceleration (blue); quadratic velocity motion (green); square-root velocity motion (red). Dashed lines indicate discontinuities in acceleration or jerk. In this example, the final velocity is $V_{{a}}$ = 0.6 m s−1, see tables 2 and 3 for an overview of all motions.

Figure 5

Table 3. Overview of three accelerating motions with velocity $V \propto t^n$ and acceleration $a \propto t^{n-1}$, with $n$ = 1, 2 and $\textstyle 1/2$; these correspond to ‘zero jerk’ ($J=0$), ‘positive jerk’ ($J\gt 0$) and ‘negative jerk’ ($J\lt 0$) motions, respectively. The scaling for the force $F_{{a}}$ is according to the model in (3.1) proposed by Reijtenbagh et al. (2023).

Figure 6

Figure 4. The flow around an accelerating AR = 2 rectangular plate. (a) Potential flow around a flat plate, with streamlines in blue. The measured flow around the plate for $a$ = 0.82 m s−2 and $V_{{a}}$ = 0.40 m s−1 (corresponding to ${\textit{Re}}$ = 40 $\times$ 10$^3$) at dimensionless times: $t^*$ = 0.05 (b), 0.10 (c), 0.20 (d) and 0.75 (e), respectively, in a fixed frame of reference. The panels (be) correspond to the roman numerals I–IV in figure 1. Panels (fi) represent the same data as (be), but now represented in a frame of reference moving with the plate. The colour scale indicates dimensionless out-of-plane component of the vorticity $\omega ^* = \omega _z \ell _b / V_{{a}}$. Dimensions ($x$, $y$) are made dimensionless with the plate height $\ell _b$. For clarity only one out of four velocity vectors is shown.

Figure 7

Figure 5. The instantaneous flow field around an accelerating AR = 2 rectangular plate in the same experiment as in figure 4, at dimensionless times $t^*$ = 2.0 (a), 3.0 (b), 4.0 (c), 5.0 (d) and 7.0 (e), respectively. Dimensions ($x$, $y$) are made dimensionless with the plate height $\ell _b$. For clarity only one out of four velocity vectors is shown. The colours represent the dimensionless out-of-plane component of the vorticity $\omega ^* = \omega _z\ell _b/V_{{a}}$. The roman numerals correspond to those in figure 1.

Figure 8

Figure 6. The measured acceleration drag force $F_{{a}}(t)=F_D(t)\!-\!F_{\textit{QS}}(t)$ as a function of the dimensionless time $t^*$, defined in (1.2), during a constant-acceleration motion of an AR = 2 rectangular plate (blue line) with acceleration $a$ = 1.03 m s−2 until the plate reaches a final velocity $V_{{a}}$ = 0.75 m s−1. Here $F_{{a}}(t)$ is proportional to $(t^*)^{1/4}$, see (3.5). The data highlighted in the bold section is used for fitting the model (3.1), represented by the solid black line, to determine the constant $C$ in (3.3). The dashed black line represents the model in (B8) for $F_{{a}}(t)$ during the relaxation phase ‘R’ after the acceleration ceases, where it drops with a magnitude $\Delta F$, see § 4.3. The dash–dotted line represents the inviscid added mass force $F_{\textit{AM}}$ given by Payne (1981). The top axis indicates corresponding dimensional time $t$; note that this is a nonlinear axis. The grey area corresponds to the variation in acceleration during the motion, as indicated in figure 17 of Appendix A.

Figure 9

Figure 7. Acceleration drag coefficient $C_{{a}}$ as a function of the dimensionless acceleration $a^*$ = $a\ell _b/V_{{a}}^2$, where $a$ is the acceleration, $\ell _b$ the plate height and $V_{{a}}$ the final velocity at the end of the acceleration phase. The symbols represent the values of $C_{{a}}$ determined experimentally for an AR = 2 rectangular plate with a constant-acceleration motion with acceleration $a$. The curves represent $C_{{a}}$ according to (3.3) at constant Reynolds number ${\textit{Re}}$ = $V_{{a}}\ell _b/\nu$, where $\nu$ is the kinematic viscosity. The colours represent $V_{{a}}$ = 0.30 (blue), 0.45 (orange), 0.60 (yellow), 0.75 (purple), 0.90 (green), 1.05 (cyan), 1.20 (maroon) and 1.35 m s−1 (lilac), respectively.

Figure 10

Figure 8. (a) The measured acceleration drag coefficient $C_{{a}}$ as a function of the Reynolds number ${\textit{Re}} = V_{{a}}\ell _b/\nu$, where $V_{{a}}$ is the final velocity at the end of the acceleration phase, for different accelerations $a$. The colours indicate four different fluid kinematic viscosities: $\nu$ = 1.0 (blue), 2.4 (orange), 3.2 (purple) and 4.5 mm$^2$ s−1 (green), see table 1. (b) The same data now represented as $C_{{a}} / [Ca^{1/4}\ell _b^{3/4}]$, cf. (3.3), compared with $1/\sqrt {\nu }$, represented by the dashed lines.

Figure 11

Figure 9. The acceleration drag coefficient $C_{{a}}$ as a function of the acceleration Reynolds number ${\textit{Re}}_{{a}} = \sqrt {a^*} Re$ for four different kinematic viscosities, indicated by different colours, as in figure 8. Symbols indicate the median value of results with different final velocities $V_{{a}}$ and equal dimensionless acceleration $a^*$ and ${\textit{Re}}_{{a}}$, see figure 8. The black line represents $C_{{a}} = C\sqrt {{\textit{Re}}_{{a}}}$, with $C = 1.50\!\pm \!0.12$ for an AR = 2 rectangular plate; the shaded region represents the variation of the empirical constant $C$.

Figure 12

Figure 10. The empirical constant $C$ in (3.1) as a function of the Reynolds number ${\textit{Re}} = V_{{a}}\ell _b/\nu$, where $V_{{a}}$ is the final velocity at the end of the acceleration phase, defined in (3.7), for different sets of parameters: (a) $C$ for a 200 $\times$ 100 mm$^2$ rectangular plate at four different viscosities; (b) $C$ for different AR = 2 rectangular plates with different dimensions in water; (c) $C$ for a 141.4 $\times$ 141.4 mm$^2$ square plate at four different fluid viscosities; (d) $C$ for a circular plate with a diameter of 159.6 mm at four different viscosities.

Figure 13

Figure 11. Example of the measured drag force $F_D(t)$ (blue solid line) as a function of time $t$ for a motion with constant jerk $J$ = 0.4 m s−3 until a final velocity $V_{{a}}$ = 0.6 m s−1 is reached. The red solid line represents the quasisteady drag force $F_{\textit{QS}}$ = $C_{\!D}\textstyle ( 1/2)\rho V^2(t) A$; the red dash–dotted line represents the inviscid added mass force $F_{\textit{AM}}$ = $m_{{h}}a(t)$ that follows from potential flow; the red dashed line is the sum $F_{\textit{QS}}+F_{\textit{AM}}$. The black dashed line is the sum $F_{\textit{QS}}+F_{{a}}$, where $F_{{a}}(t)$ is the model for the acceleration drag force in (3.4) during the acceleration phase; the relaxation phase is determined numerically as described in Appendix B. The top axis indicates the dimensionless time $t^*$, equivalent to the number of plate heights $\ell _b$ travelled by the plate. The acceleration phase is indicated by ‘A’, and the relaxation phase with ‘R’ ; the shaded region (‘E’) indicates the engagement phase of the robot. The vertical green bars indicate where the inviscid added mass $F_{\textit{AM}}$ has doubled in magnitude.

Figure 14

Figure 12. (a) The measured acceleration drag force $F_{{a}}(t) = F_D(t)\!-\!F_{\textit{QS}}(t)$ as a function of time $t$ for the constant jerk motion of an AR = 2 rectangular plate with acceleration $a = Jt$ for different values of the jerk $J$ between 0.1 and 0.8 m s−3, see table 2. The final velocity is $V_{{a}}$ = 0.60 m s−1 for all measurements. The initial peak is due to the engagement of the robot that moves the plate. The dashed lines correspond to the forces predicted by the model (3.4) with $F_{{a}} \propto t^{3/2}$. (b) Same data as in (a), but presented as a function of the dimensionless time $t^*$. Below are four PIV snapshots at $t^*$ = 2.0 (I), 3.0 (II), 4.0 (III) and 5.0 (IV), respectively, for the motion with $J = 0.4$ m s−3, as indicated by the roman numerals in (b). The colour indicates the dimensionless out-of-plane vorticity $\omega ^* = \omega _z\ell _b/V_{{a}}$.

Figure 15

Figure 13. Example of the measured drag force $F_D(t)$ (blue line) as a function of time $t$ for an accelerating motion of an AR = 2 rectangular flat plate with a velocity $V(t) = Qt^{1/2}$ with $Q^2$ = 0.36 m$^2$ s$^3$ until the plate reaches a final velocity $V_{{a}}$ = 0.60 m s−1. The solid red line represents the quasisteady drag force $F_{\textit{QS}}(t)$ = $C_{\!D}\textstyle (1/2)\rho V^2(t)A$. Note that $F_{\textit{QS}}$ is not exactly linear at the start of the motion, which is due to the robot engagement and finite jerk that can be employed. The red dash–dotted line represents the added mass force $F_{\textit{AM}}$ = $m_{{h}}a(t)$ that follows from potential flow; the red dashed line is the combination $F_{\textit{QS}}+F_{\textit{AM}}$. The black dashed line is the sum $F_{\textit{QS}}+F_{{a}}$, where $F_{{a}}(t)$ is the model for the acceleration drag force in (3.4) according to the actual plate motion, rather than the prescribed motion. The top axis indicates the dimensionless time $t^*$, equivalent to the number of plate heights $\ell _b$ travelled by the plate. The acceleration phase is indicated by ‘A’, and the relaxation phase with ‘R’ ; the shaded region (‘E’) indicates the engagement phase of the robot. The vertical green bars indicate where the amplitude of the inviscid added mass $F_{\textit{AM}}$ has reduced to approximately one half, one third and one quarter in magnitude.

Figure 16

Figure 14. (a) The acceleration drag force $F_{{a}}(t) = F_D(t)\!-\!F_{\textit{QS}}(t)$ as a function of time $t$ for the motion of an AR = 2 rectangular plate that moves with a velocity $V(t) = Qt^{1/2}$ for different values of $Q^2$ between 0.16 and 0.64 m$^2$ s−3, see table 2. The final velocity is $V_{{a}}$ = 0.60 m s−1 for all measurements. The dashed lines correspond to the forces $F_{{a}}(t)$ predicted by the model (3.4) with constant $F_{{a}} \propto Q$ during the acceleration phase of the motion. (b) Same data as in (a), but presented as a function of the dimensionless time $t^*$. Below are four PIV snapshots at $t^*$ = 2.0 (I), 3.0 (II), 4.0 (III) and 5.0 (IV), respectively, of the motion with $Q^2$ = 0.25 m$^2$ s$^3$, as indicated by the roman numerals in (b). The colour indicates the dimensionless out-of-plane vorticity $\omega ^* = \omega _z\ell _b/V_{{a}}$. Note the deviation between the measured acceleration drag force $F_{{a}}$ and the modelled force after $t^* \approx 4$, caused by the detachment and breakup of the vortex loop.

Figure 17

Figure 15. Overview of velocity $V$ and acceleration $a$ for experiments with different motions with a final velocity $V_a = 0.6 \,\mathrm{m\,s^{- 1}}$. Blue lines show the experiments with constant accelerations, with the acceleration $a$ increasing in the direction of the arrow. Green lines show the experiments with increasing acceleration, with the jerk $J$ increasing in the direction of the arrow. Red lines indicate experiments with decreasing accelerations, with $Q^2$ increasing in the direction of the arrow. Thick lines indicate the experiments with the lowest value of $a$, $J$ and $Q^2$, respectively. Black stars indicate where experiments with all three motion types have (almost) identical values for the velocity and acceleration of the plate. The black circle indicates the identical motion states considered in figure 16.

Figure 18

Figure 16. The acceleration drag force $F_{{a}}(t)$ as a function of time $t$ and PIV velocity fields for the three different plate motions in table 3, with (ab) constant-acceleration motion with $a$ = 0.62 m s$^2$; (cd) $V(t) = (1/2)Jt^2$ with $J$ = 0.40 m s$^3$; and (ef) $V(t) = Qt^{1/2}$ with $Q^2$ = 0.49 m$^2$ s$^3$. The * symbols in (a), (c) and (e) indicate the instants when the velocity and the acceleration are equal for all three motions: $a \cong$ 0.64 m s−2 and $V \cong$ 0.50 m s−1, see figure 15. The dashed lines represent $F_{{a}}(t)$ according to the history-based model in (3.4) for the acceleration phase, and for the relaxation phase, i.e. (B8) for $n$ = 1, and otherwise numerically computed, as described in Appendix B. Panels (b), (d) and (f) show PIV snapshots of the measured velocity field in the midplane of the plate. The colour indicates the dimensionless out-of-plane vorticity $\omega ^* = \omega _z\ell _b/V_{{a}}$.

Figure 19

Figure 17. (a) The measured velocity $V(t)$, (b) acceleration $a(t)$ and (c) jerk $J(t)$ for a constant-acceleration motion with $a$ = 0.82 m s−2 and $V_{{a}}$ = 0.40 m s−1 in a separate measurement where the robot motion is optically tracked using a target mounted on the strut. The dashed black line is the motion programmed into the robot, while the red line is the actually measured motion. The finite jerk and overshoot in acceleration of the robot system as a result of the robot engagement leads to a difference between the desired and actual motion. The dotted lines in (b) represent the root-mean-square variation of the acceleration of $\pm$0.056 m s−2, corresponding to variations in the plate velocity of 0.01 m s−1.

Figure 20

Figure 18. (a) Detail of figure 4 for $t^* = 0.75$ in a frame of reference moving with the plate at a velocity $V(t)$. (b) Flow in the rectangle of panel (a) with coordinates $(\chi ,\xi )$ parallel and normal to the plate surface, respectively. (c) Velocity profile $u(\xi ,t)$ at the dashed line in (b), compared with the velocity profile in (B5), with ${v}(t)\propto V(t)$. The colours in (a) and (b) represent the non-dimensional out-of-plane component of the vorticity $\omega ^*$, see figure 4.

Figure 21

Figure 19. The work $W = \int F_D \ell _b {\rm d}t^*$ performed by the drag as a function of dimensionless time $t^*$ for a circular plate that is accelerated at a rate $a$ = 1.03 m s$^2$ during 0.44 s until it reaches a final velocity of $V_{{a}}$ = 0.45 m s−1 (blue line). The small circle indicates the end of the acceleration phase (A) of the motion; the plate motion continues at constant velocity during the relaxation phase (R). The black lines represent the work performed by the quasisteady drag force $F_{\textit{QS}}$ (), the added-mass force $F_{\textit{AM}}$ () and $F_{\textit{QS}}+F_{\textit{AM}}$ (). The red dashed line () represents the work performed by $F_{\textit{QS}}+F_{{a}}$, where $F_{{a}}$ is given by (3.1). The green dashed line () shows the measured total kinetic energy of the flow from PIV velocity data.

Supplementary material: File

Reijtenbagh et al. supplementary movie

Comparison of motions as in Figure 17. Top panels: Velocity $V$ (left) and acceleration $a$ (right) as a function of time $t$ for three different motions: ‘constant acceleration’ (blue, V = at, with $a = 0.62 m/s^2$), ‘constant jerk’ (green, $V(t) = \frac12Jt^2$ with $J$ = 0.40~m/s$^3$) and ‘square root velocity’ (red, $V(t) = Qt^{1/2}$ with $Q^2$ = 0.49~m$^2$/s$^3$). Black dashed lines indicate the velocity ($V \cong$ 0.50~m/s) and acceleration ($a \cong$ 0.64~m/s$^2$ ) that all three motions will reach near the end of the acceleration. Note that the constant acceleration motion and square root velocity motion are delayed for all three motions to reach the crossing point at the same instant. Middle row: The acceleration drag force $F_{\rm a}(t)$ as a function of time $t$ for (from left to right) the ‘constant acceleration’ motion, ‘constant jerk’ motion and ‘square root velocity’ motion. Bottom row: PIV velocity and vorticity fields. The colour indicates the dimensionless out-of-plane vorticity $\omega^* = \omega_z\ell_b/V_{\rm a}$.
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