3.1. Verification
The verification procedure in this study, aimed at analyzing grid and time-step uncertainties, employed the grid convergence index (GCI) method as described by Celik et al. [
34]. This method has been utilized in several studies [
18,
19,
33,
35] to assess numerical uncertainty in confined waters. The numerical convergence ratio
is calculated as follows:
Here, it is obtained by
and
, each of which represents the difference in the solution value between medium-fine and coarse-medium, respectively.
φ1,
φ2, or
φ3 each represent the solution calculated for the fine, medium, or coarse mesh. The three grid sets are generated by using a refinement ratio
, and the order of accuracy
can be obtained as follows:
The extrapolated values are calculated as follows:
The approximate relative errors are obtained by the following equations:
Finally, the medium-grid convergence index is computed as follows:
This method was also employed to define and compute the convergence index for fine time steps, denoted as
. To conduct the convergence study, calculations were performed on the 1/75 scale KVLCC2 model using the operating case 1(b) as defined in the literature [
11]. The calculation conditions were as follows: lateral position = −2.1825 m,
H/
T = 1.35 and ship speed
Vm = 0.356 m/s. In the grid convergence study, the time-step size was set to 0.015 s. The three grid sets used for the grid convergence study are depicted in
Table 2 and the medium grid is shown in
Figure 3. As indicated in
Table 3, numerical uncertainties for the medium mesh are small for all parameters except the yaw moment. Other studies [
11,
18,
19] on the bank effect similarly indicate that the uncertainty in yaw moment exceeds that of sway force, with a larger discrepancy from experimental values. The uncertainty of the yaw moment reported in study [
18] is 75.20%. Our present calculations result in an uncertainty of 29.21% for the yaw moment, which is lower than the value reported in study [
18]. This could be due to the higher number of grids employed in this study compared to those used in study [
18]. In the time-step convergence study, a medium grid size was used, and the time steps were set to 0.01 s, 0.015 s, and 0.021 s. As shown in
Table 4, the numerical uncertainties for the medium time step indicate that the uncertainty associated with the time-step size is relatively small. Therefore, in the subsequent numerical simulations of this study, a medium grid number will be used along with a time step of 0.15.
To validate the numerical calculation approach used in this study, we compared the current CFD results with experimental data and CFD results from other studies [
11,
18], as depicted in
Figure 4. The calculations were conducted under the condition
H/
T = 1.35 and
Fr = 0.055 for a 1/75 scale model of the KVLCC2 without propulsion. Forces and moments obtained from the numerical calculations are presented as non-dimensional values: Forces are divided by
, where
is the dynamic pressure defined as
. The roll moment is divided by
m and the yawing moment is divided by
.
As shown in
Figure 4, the surge force X’ and the sway force Y’ closely align with the experimental data. The roll moment K’ at lateral position = 2.1134 exhibits a slight overestimation compared to the experimental data, and the trend of the yaw moment N’ with the lateral position shows a slight divergence from the experimental data. However, the literature [
11] that provided the experimental data also used CFD methods for calculations under the same conditions, as shown in curve ReFRESCO. The K’ and N’ calculated by ReFRESCO demonstrate a trend that is similar to that in our present results. Furthermore, the K’ and N’ calculated by Lee et al. [
18] using the CFD method under these conditions showed deviations from the experimental data. The discrepancy in K’ and N’ between CFD methods and the ship-model experiments may stem from a scale effect inherent in the ship model or inaccuracies in the experimental fluid dynamics (EFD) [
11]. In general, the numerical simulations demonstrate a trend that aligns well with the experimental data. Based on the validation and verification analyses, it can be confirmed that the numerical methods used in this study are effective for calculating the hydrodynamics of the KVLCC2. In addition, the numerical simulation with the medium mesh and medium time step demonstrates efficiency. Therefore, the medium grid number and medium time step will be utilized in the subsequent hydrodynamic calculations.
3.2. Effects of Ship Speed
In this sub-section, the hydrodynamic characteristics of a ship under varying ship speeds were analyzed, accounting for oblique current directions of
β = −45°, 45°, and still-water conditions. Three ship speeds were selected for the simulations:
Vm = 0.356 m/s, 0.534 m/s, and 0.653 m/s (corresponding to actual ship speeds of 6 knots, 9 knots, and 11 knots) Additionally, two ship speeds,
Vm = 0.356 m/s and 0.635 m/s, were selected to assess the ship’s hydrodynamic characteristics under identical water depths without the submerged bank in still water. This approach aimed to quantify the influence of the submerged bank on the ship’s hydrodynamic characteristics, as the effect of such a submerged bank with a gentle slope is often overlooked. The simulations in this sub-section were conducted with an
H/
T of 1.2 and a current speed
V0 of 0.084 m/s (equivalent to an actual current speed of 2 knots).
Figure 5 illustrates the influence of ship speeds on the ship’s hydrodynamic coefficients, which include the surge force (X’), sway force (Y’), yaw moment (N’), sinkage, trim, and the equilibrium position of rolling. Along the horizontal axis of the figure,
β = 0° denotes the still-water condition, whereas
β = −45° and 45° correspond to the oblique current directions. In this study, a negative sign of the sway force means the sway force acts as an attractive force and a positive sign of the yaw moment means the yaw moment acts as a bow-out motion. In addition, the ship’s rolling equilibrium position is positive when pushing starboard into the water.
Firstly, the influence of the submerged bank on the ship’s hydrodynamic characteristics under the still-water condition was analyzed. Under the still-water condition with submerged banks, the surge force, yaw moment, sinkage, and trim increase with increasing speed. The surge force acts as an attractive force, and the yaw moment acts as a bow-out motion. The trim acts as a trim by bow. The equilibrium position of rolling shows a tendency to shift towards the starboard side as the ship’s speed increases. However, under the still-water condition without submerged banks, the sway force and yaw moment are nearly zero. The surge force and sinkage are greater under conditions with submerged banks compared to those without. Additionally, at Vm = 0.356 m/s, the trim shifts from a trim by stern in the case without submerged banks to a trim by bow in the case with submerged banks. These results underscore the notable influence of the submerged bank on the ship’s hydrodynamic characteristics.
Next, the effects of oblique currents on the ship’s hydrodynamic characteristics at different ship speeds were analyzed. For all ship speeds, the surge force, sway force, yaw moment, sinkage, and trim under each oblique current condition is larger than that of still-water conditions and increase with increasing ship speed under each oblique current condition. Additionally, the surge force is greater when
β = −45° compared to that at
β = 45° at each ship speed. The sway force direction in
β = −45° is consistent with the direction observed in still-water conditions, acting as an attractive force. Conversely, at
β = 45°, the sway force shifts from an attractive force in still-water condition to a repulsive force. The yaw moment at
β = −45° acts as a bow-in motion. In contrast, the yaw moment at
β = 45° acts as a bow-out motion, which is consistent with the still-water conditions. The trim acts as a trim by bow in all conditions. As shown in
Figure 6, the time history of rolling after convergence is illustrated for various ship speeds under different oblique current directions. The result indicates that the rolling amplitude decreases with increasing ship speed. Additionally, as shown in
Figure 5f, under still-water conditions, the rolling equilibrium position tends to approach 0°. At
β = −45°, the ship’s rolling equilibrium position tilts, causing the port to dip into the water, whereas at
β = 45°, it causes the starboard to dip into the water. This requires preventing the ship’s bottom from contacting the seabed.
Moreover, to gain deeper insights into the variation in sway force,
Figure 7 illustrates the non-dimensional sway force distribution along the hull at
Vm = 0.356 m/s and 0.653 m/s. Several longitudinal slices along the model ship’s axis were selected for this study, dividing the model ship into 20 segments along the
x-axis. Under still-water conditions, the attractive forces at
Vm = 0.356 m/s and 0.653 m/s are primarily concentrated in the mid-ship (
x/
LPP = −0.2 to 0.4), while the repulsive forces are concentrated at the bow and stern (
x/
LPP = 0.4 to 0.5 and −0.5 to −0.2). Overall, the ship experiences a greater attractive force, with the attractive force in the mid-ship significantly increasing as the ship speed rises. The repulsive force concentrated near the bow contributes substantially to the yaw moment, as the yaw moments generated in the mid-ship (
x/
LPP = −0.2 to 0.2) tend to cancel each other out, whereas the repulsive force is greater at the bow compared to the stern. The attractive force at β = −45° is primarily concentrated at
x/
LPP = −0.2 to 0.5, and the attractive force increases significantly with increasing ship speed. The repulsive force only occurs from
x/
LPP = −0.5 to −0.2. Consequently, for
β = −45°, the ship experiences increasing attractive forces compared to still-water conditions. Therefore, the increased attractive forces result in a bow-in moment that tends to bring the bow closer to the bank. Moreover, as the ship speed increases, both the attractive forces and the bow-in moment increase significantly. At
β = 45°, the bow experiences a significant increase in repulsive force, whereas the forces near the stern exhibit minor variations. Consequently, the sway force at
β = 45° acts as a repulsive force and the yaw moment acts as a bow-out moment that tends to move the bow away from the bank. Moreover, as the ship speed increases, both the repulsive force and the bow-out moment increase notably.
Furthermore, to gain a deeper understanding of the hydrodynamic characteristics of the hull at different ship speeds, the streamlines and pressure distributions along both sides of the hull for
Vm = 0.356 m/s and
Vm = 0.653 m/s are depicted in
Figure 8. The result indicates that under still-water conditions, the pressure on the starboard side of the hull decreases more significantly due to the blocking effect of the bank on the water flow, which explains why the sway force acts as an attractive force. The pressure difference between the port and starboard sides of the hull increases with increasing ship speed, which leads to an increase in both the attractive force and the bow-out moment on the hull. At
β = −45°, under the combined effect of an oblique current and a submerged bank, the freestream rapidly passes over the starboard shoulder, which leads to a significant decrease in pressure on the starboard shoulder, and the decreasing trend becomes more obvious as the ship speed increases. Additionally, the pressure difference between the port and starboard sides of the hull increases significantly as the ship speed increases. Consequently, the attractive force and bow-in moment increase as the ship speed increases. Conversely, at
β = 45°, the bank effect is counteracted by the oblique current. Under the effect of oblique current, the freestream rapidly passes over the port shoulder, which leads to a significant decrease in pressure on the port shoulder. As the ship speed increases, the pressure difference on both sides of the hull increases significantly. Therefore, the repulsive force and bow-out moment increase as the ship speed increases.
Finally, wave behavior under the effect of oblique current and bank is analyzed. As shown in
Figure 9 and
Figure 10, wave contours and wave profiles along the straight lines
y/
B = +0.65 (port side) and
y/
B = −0.65 (starboard side) are shown, depicting the variation in wave height at different ship speeds. The origin of the wave profile curves is aligned perpendicular to the stern. As shown in
Figure 9, when
Vm = 0.356 m/s, ship-generated waves are not observed under any conditions. At
Vm = 0.653 m/s, significant ship-generated waves appear on both sides of the ship under still-water conditions. Under conditions of
β = −45° and 45°, ship-generated waves extend further aft compared to still-water conditions, with a greater extension observed at
β = −45°. The energy of ship-generated waves originates from the ship, and more significant ship-generated waves lead to higher energy consumption by the ship. Therefore, more pronounced ship-generated waves lead to an increased surge force. Consequently, the surge force increases with increasing ship speed, and the surge force for
β = −45° is greater than that for
β = 45°.
As shown in
Figure 10, in still-water conditions, when a ship navigates near the bank, the flow velocity on both sides of the hull increases, resulting in a reduction in pressure and consequently a decrease in wave height on either side of the hull. The flow field on the starboard side of the hull is compressed, resulting in a lower pressure on the starboard side compared to the port side. This results in a lower wave height on the starboard side compared to the port side. As the ship’s speed increases, the flow field becomes increasingly compressed, leading to a significant reduction in pressure on both sides of the hull and a decrease in wave height on both sides. For
β = −45°, under the combined effect of oblique current and bank, the pressure on the starboard shoulder decreases, leading to a significant reduction in wave height on the starboard shoulder. As the ship speed increases, the wave height reduction on both sides of the hull becomes more pronounced. Conversely, for
β = 45°, the oblique current induces a pressure decrease on the port shoulder, leading to a reduction in wave height on the port shoulder. In each current direction, as the ship speed increases, the wave height reduction on both sides of the hull becomes more significant. This study demonstrates that the wave pattern changes notably with varying current directions, thus significantly affecting the ship’s hydrodynamic characteristics.
3.3. Effects of Current Speed
In this sub-section, the hydrodynamic characteristics of a ship under varying current speeds were analyzed, taking into account oblique current directions of
β = −45°, 45°, and still-water conditions. All the conditions in this sub-section were simulated in the tank with submerged banks. The simulations were conducted at the ship speed
Vm of 0.356 m/s and the
H/
T of 1.2. The current speed was divided into three stages:
V0 = 0.042 m/s, 0.084 m/s, and 0.126 m/s (corresponding to actual current speeds of 1 knot, 2 knots, and 3 knots). The ship’s hydrodynamic coefficients are shown in
Figure 11.
The results indicate that the surge force, sway force, yaw moment, sinkage, and trim at
β = −45° and 45° increase with increasing current speed. Additionally, the surge force at
β = −45° increases markedly with increasing current speed, while the surge force at
β = 45° shows relatively little variation with changes in current speed. The sway force at
β = −45° is an attractive force consistent with the still-water condition, while the sway force is a repulsive force at
β = 45°. The yaw moment at
β = −45° acts as a bow-in motion, while the yaw moment at
β = 45° acts as a bow-out motion consistent with the still-water condition. The trim acts as a trim by bow in all conditions. As shown in
Figure 12, the time history of rolling after convergence is depicted for varying current speeds under different oblique current conditions. The results illustrate that the rolling amplitude at each current speed is significant, potentially due to simulations conducted at a lower ship speed of
Vm = 0.356 m/s. As concluded in the previous sub-section, the rolling amplitudes are larger at lower ship speeds. As shown in
Figure 11f, with increasing current speed, the ship’s rolling equilibrium position becomes increasingly tilted. At
β = −45°, the port side is pushed further into the water. Conversely, at
β = 45°, the starboard side is pushed further into the water.
Figure 13 shows the non-dimensional sway force distribution along the hull for varying current speeds and still-water conditions. The attractive force at
β = −45° concentrated at
x/
LPP = −0.2 to 0.5, and it increases significantly as current speed increases, while the sway force in
x/
LPP = −0.5 to −0.2 shows minimal variation. Consequently, both the attractive force and the bow-in moment increase with increasing current speed. The repulsive force at
β = 45° concentrated at
x/
LPP = 0 to 0.5, and it increases significantly as current speed increases, while the sway force at the stern shows minimal variation. Therefore, both the repulsive force and the bow-out moment increase with increasing current speed.
Figure 14 indicates the streamlines and pressure distributions on the port and starboard of the hull at
V0 = 0.042 m/s and 0.126 m/s. The result shows that as the current speed increases, significant changes occur in the flow field near the ship. Specifically, at
β = −45°, as the current speed increases, the freestream passes more rapidly over the starboard shoulder, leading to a significant decrease in pressure on the starboard shoulder. Consequently, with increasing current speed, both the attractive force and the bow-in moment increase. Similarly, at
β = 45°, with increasing current speed, the freestream moves more rapidly over the port shoulder, causing a significant decrease in pressure on the port shoulder. As a result, both the repulsive force and the bow-out moment increase with increasing current speed.
Figure 15 and
Figure 16 show wave contours and the profiles of the free surface waves at
y/
B = +0.65 and −0.65. In addition, these figures depict the variation in wave height at different current speeds. According to
Figure 15, it can be seen that ship-generated waves are only observed on the starboard side under the condition where
β = −45° and
V0 = 0.126 m/s. Under all other conditions, ship-generated waves are not observed. Consequently, the surge force increases significantly with increasing current speed at
β = −45°, whereas the surge force at
β = 45°shows little change with increasing current speed.
According to a mechanism that is similar to that described in
Section 3.2, as shown in
Figure 16, for
β = −45°, the wave height on the starboard shoulder is lower than the port shoulder, and the wave height on both sides decreases notably with increasing current speed. Similarly, for
β = 45°, the wave height on the port shoulder is lower than on the starboard side, and the wave height on both sides decreases notably with increasing current speed.
3.4. Effects of Water Depth
In this sub-section, a typical condition Vm = 0.534 m/s and V0 = 0.084 m/s was used to analyze the effects of water depth on the hydrodynamic characteristics of the ship. All the conditions in this sub-section were simulated in the tank with submerged banks.
Figure 17 shows the effects of varying
H/
T on the hydrodynamic coefficients of the ship. The results suggest that under still-water conditions, the surge force X’ increases with decreasing
H/
T from 1.5 to 1.2. The sway force Y’ is an attractive force. The yaw moment N’ is an outward motion of the bow. And the
H/
T has little influence on Y’ and N’. The sinkage and trim increase with decreasing
H/
T. For an oblique current at
β = −45° and 45°, the surge force, sway force, yaw moment, sinkage, and trim at all water depths are larger than those of still water and increase with decreasing
H/
T. Additionally, for
β = −45°, the direction of the sway force is consistent with that of still water’s sway force, while the sway force at
β = 45° is a repulsive force. The yaw moment at
β = −45° is a bow-in motion, while the yaw moment at
β = 45° is a bow-out motion, and the trim acts as a trim by bow in all conditions.
Figure 18 illustrates the time history of rolling after convergence, for varying
H/
T under different oblique current directions. The results illustrate that for
β = −45° and 45°, the equilibrium position and amplitude of rolling vary irregularly with
H/
T. This may be attributed to the fact that the larger
H/
T is, the larger the wetted area of the hull affected by the oblique current is, and the lesser the influence of bank effect is, which leads to the nonlinear change in the rolling amplitude with
H/
T.
Figure 19 illustrates the non-dimensional sway force distribution along the hull for
H/
T = 1.5 and 1.2. For still-water conditions, the attractive force at
H/
T = 1.2 and 1.5 is mainly concentrated in the mid-ship (
x/
LPP = −0.3 to 0.4), and it increases with decreasing
H/
T. Repulsive force is mainly concentrated at the bow (
x/
LPP = 0.4 to 0.5) and stern (
x/
LPP = −0.5 to −0.3). Overall, the resultant force appears as an attractive force and increases with decreasing
H/
T. The repulsive force near the bow has a great influence on the yaw moment, and the yaw moment increases with decreasing
H/
T. The attractive force at
β = −45° is primarily concentrated at
x/
LPP = −0.5 to −0.4 and −0.2 to 0.5, and the attractive force increases significantly with decreasing
H/
T. The repulsive force only occurs from
x/
LPP = −0.4 to −0.2 and does not vary significantly with
H/
T. Therefore, for
β = −45°, the attractive force on the hull increases compared to the still-water condition. Under the influence of these attractive forces, the yaw moment causes the bow to move inward, and both the sway force and the yaw moment increase significantly with decreasing
H/
T. The repulsive force at
β = 45° is concentrated at
x/
LPP = 0.1 to 0.5, and the repulsive force increases significantly with decreasing
H/
T. The attractive force is concentrated at
x/
LPP = −0.4 to 0.1 and is only slightly affected by water depth. In general, when
β = 45°, the repulsive force on the hull is larger, the sway force acting on the hull is manifested as repulsive force, and the yaw moment is manifested as the outward movement of the bow. Both the repulsive force and the yaw moment increase significantly with the decreasing
H/
T.
Figure 20 indicates the streamlines and pressure distributions on the port and starboard of the hull when
H/
T = 1.5 and 1.2. The findings show that for still-water conditions, the pressure on the starboard side of the hull decreases more significantly due to the blocking effect of the bank on the water flow. As the water depth decreases, the pressure difference between the port and starboard sides of the hull increases, which leads to an increase in both the attractive force and the bow-out moment on the hull. When
β = −45°, the freestream rapidly passes over the starboard shoulder, which leads to a significant decrease in pressure on the starboard shoulder. In addition, the pressure difference between the port and starboard sides of the hull increases significantly as the water depth decreases. Consequently, the attractive force and bow-in moment increase as the water depth decreases. Similarly, at
β = 45°, the freestream rapidly passes over the port shoulder, which leads to a significant decrease in pressure on the port side. As the
H/
T decreases, the pressure difference on both sides of the hull increases significantly. Therefore, the repulsive force and bow-out moment increase as water depth decreases.
Figure 21 and
Figure 22 show the wave contours and the profiles of the free surface waves at
y/
B = +0.65 and
y/
B = −0.65 and depict the variations in wave height at varying
H/
T. When
H/
T = 1.5, ship-generated waves are observed on the starboard side at
β = −45°, and ship-generated waves on both sides of the ship gradually disappear at
β = 45°. However, as the water depth decreases, ship-generated waves become more obvious. In addition, when
H/
T = 1.2, the tendency of ship-generated waves on the starboard side of the ship to extend backward weakens as the current direction changes from
β = −45°to
β = 45°. Furthermore, the tendency of ship-generated waves on the port side of the ship to extend slightly backward is strengthened as the current direction changes from
β = −45° to
β = 45°. The energy of ship-generated waves originates from the ship. In other words, more significant ship-generated waves result in greater energy consumption by the ship. Consequently, the surge force increases with decreasing water depth, and the surge force for
β = −45° is greater than that for
β = 45°.
According to the similar mechanism as described in
Section 3.2. As shown in
Figure 22, for
β = −45°, the wave height on the starboard shoulder is lower than that on the port shoulder. As the
H/
T decreases, the wave height on both sides decreases significantly. Similarly, for
β = 45°, the wave height on the port shoulder is lower than on the starboard side, and the wave height on both sides decreases notably with decreasing
H/
T.