In this research, the accuracy of the Flow-3D numerical model in the flow simulation in a stepped spillway was probed using data obtained from the physical model. In addition, the effects of block barriers on the energy dissipation rate were investigated. To adopt a proper turbulent model, Renormalization Group k-ε, RNG k-ε, and standard k-ε models were employed. Then, the Flow-3D was run in five discharges for nine spillways with the ratios of block length to step length (Lb/l) and block height to step height (Hb/h) as 0.3, 0.4, and 0.5. The results indicated that both turbulent models had almost similar outcomes though the run time of the RNG k-ε model was shorter. The blocks with a shorter length in low ratios of Hb/h and the lengthier blocks in high ratios of Hb/h undergo more relative energy dissipation relative to the no-block situation. For Hb/h = 0.3 and Lb/l equal to 0.3, 0.4, and 0.5, the relative energy dissipation climbed on average as 8.5, 6.5, and 4.5% respectively, compared with the no-block case. The most influence exerted on relative energy dissipation was obtained via the blocks with Hb/h = Lb/l equal to 0.3 and 0.5 with respective increases of 8.6 and 8.4%.
The Flow-3D model applied to examine the effects of height and length of the block on the energy dissipation.
As the discharge increases, the energy dissipation decreases and the effects of blocks increases.
Shorter blocks at lower elevations and longer blocks at higher length had the highest energy dissipation.
The blocks with length/height equal to 0.3 and 0.5 were assigned the most increase in energy dissipation.
The following symbols are used in this paper:
average dissipation of energy in Flow-3D
average dissipation of energy in the physical model
spillway's crest level at upstream proportionate to the flume's bottom at downstream
energy at the spillway's toe
height of the block
total energy of flow at the spillway's upstream
number of data
number of steps
energy dissipation rate in the physical model
pressure (absolute) at some reference point in the flow
amount of energy dissipation in model Flow-3D
water vapor pressure (absolute)
upstream flow depth
primary depth of hydraulic jump
sequent depth of the hydraulic jump
energy difference between upstream and downstream
relative energy dissipation
fluid dynamic viscosity
Spillways are typically utilized in dams to prevent water overtopping and to reduce the risk of the ensuing dam failure (Najafzadeh et al. 2017). In large dams, the kinetic energy at the spillway toe is such that may it cause scouring (Bakhtyar & Barry 2009). So, the dissipation of the flow energy at the spillways’ downstream is the focus of attention for the researchers. For this purpose, dissipator structures such as step, stilling basin, baffle, plunge pool, and flip bucket are employed (Farhoudi et al. 2010; Najafzadeh 2015; Castillo et al. 2017; Karami Moghadam et al. 2019, 2020). The need to increase discharge capacity has led to the usage of nonlinear weirs (Akbari Kheir-Abadi et al. 2020). In the stepped spillways, the steps take action as roughness to dissipate energy. The dissipation of energy on the face of the spillway causes a great diminishing of the stilling basin's length at downstream (Babaali et al. 2015). Formerly, due to the long construction time and high maintenance costs for the stepped spillways, they were no longer used by the engineers and replaced by other initiatives (Mansoori et al. 2017). Along with the technology advancement and by introducing the Roller Compacted Concrete method, the construction time of the spillways was shortened, and while becoming easier to maintain, the energy dissipation increased in these structures (Mansoori et al. 2017).
According to the researchers conducted by Khatsuria (2005), the usage of stepped spillways was constrained up to 30 m3/s.m as a result of cavitation damage at higher discharges. Modeling various horizontal, inclined, and end sill steps on the chutes with different numbers of steps, Chinnanarsi & Wongwises (2006) studied energy dissipation and its relationship with relative critical depth. Their results showed that the step with end sill has a more substantial impact on the dissipation of energy than the other two steps. Gonzalez & Chanson (2007) investigated the features of the flow passing through the stepped spillway at different chutes for earth dams. They presented new design criteria for the stepped spillways with various geometric specifications. Applying smooth and rough steps and three types of step roughness, Gonzalez et al. (2008) examined the effect of step roughness on the flow pattern in laboratory and measured the air–water flow attributes for several discharges. They concluded that step roughness has no impact on the flow regime. Using a physical model and studying parameters such as flow velocity, energy dissipation, and aeration inception point, Hunt & Kadavy (2010) showed that the energy loss increases linearly by 30% from zero near the crest of the dam toward the inception point. Felder & Chanson (2011) have arrived at the fact that little discrepancies are seen between the energy dissipation in the cases using uniform and nonuniform steps. Wuthrich & Chanson (2014) investigated the hydraulic function of gabion-stepped spillways with two configurations in the laboratory. Their results showed that in low discharges, the proportion of critical depth to step height less than 0.3, the nappe flow does not occur and the flow permeates merely through the space between the rocks in the gabions. Also, relative energy dissipation over flat-stepped spillway was greater than gabion-stepped spillways in transition and skimming flow regimes. Al-Shukur et al. (2014) used various types of step combinations like inverse inclined step, horizontal step, and step with end sill to scrutinize energy dissipation. They showed that the shape of the steps has made the most contribution to the energy dissipation. Thulfikar Razzak (2015) has pointed out that the decrease in the number of steps and spillway slope may have given rise to the increase in the dissipation of energy. He also verified that the stepped spillway has more influence on energy dissipation in comparison with the flat-sloped spillway. With regard to the skimming flow, Parsaie et al. (2016) have judged that the number of drops, as well as the proportion of critical depth to the step height, is of the most effect on the dissipation of energy.
In recent decades, owing to the high expenditure of the physical models, the researchers have concentrated on the numerical methods for their precisions in the simulation of the hydraulic parameters (Najafzadeh et al. 2014). Baylar et al. (2011) have simulated the energy loss and the flow pattern on the stepped chutes by the numerical model. Their results proved that the flow aeration efficiency grows with the increase of energy dissipation, and the aeration of the nappe flow is more than that of the skimming flow. Nikseresht et al. (2013) employed the methods of volume of fluid (VOF) and Mixture to simulate the flow in the stepped spillways with different slopes. They inferred from their investigations that in a constant slope, any increase in discharge leads to a slump in the rate of energy dissipation. Attarian et al. (2014) engaged in the subject of energy dissipation and velocity profile using numerical simulation. Applying the Flow-3D model, Muhammad Rezapour Tabari & Tavakoli (2016) have utilized the flow simulation wielded on the stepped spillway to deduce that the model has a great capability in this regard. Hamedi et al. (2016) used the numerical model to study the effect of reverse slope of the step as well as sills with different heights and thickness upon relative energy dissipation and, finally, to suggest the best reverse slope and sill height. Mansoori et al. (2017) determined the flow conditions over the stepped spillway with different step geometries and with the maximum dissipation of energy.
This research aimed to evaluate the performance of the Flow-3D model in the simulation of the flow passing through the stepped spillway and to study the effects of the block barriers in these spillways on the rate of energy dissipation. Study the impacts of the block barriers as well as their optimum dimensions to maximize energy dissipation is among the innovations of the present investigation.
In this research to calibrate the numerical model, the data obtained from the physical model conducted by Heydari Orojlo et al. (2011) were used. They employed a rectangular flume with dimensions of 7 m length, 0.56 m width, and 1.4 m height. To moderate the flow, a honeycomb was applied in the beginning part of the flume. The flow entered the flume from the underground tank via a pump and after passing over the stepped spillway model, a gate controls the downstream flow depth. To measure the discharge, a triangular weir was used at the end of the secondary tank. The models of the stepped spillway were made of Plexiglass and were set 2 m away from the beginning of the flume. The stepped spillway models with a face angle of 21.8° and possessing seven steps are employed in the experiments. The height of the spillways was constant at 120 cm. The ogee parts at the upstream of the steps were designed by the USBR standard as Y = −0.9157X1.873 (Heydari Orojlo et al. 2011). The step's length (l), step's height (h), and the ratio h/l for the model were, respectively, 33.5, 13.4, and 0.4 cm. After establishing the flow in the flume, the location where the hydraulic jump occurred was adjusted by the sluice gate. The flow depths were measured through a gauge by a ±0.1 mm precision. The flow energy upstream and downstream of the spillway and the rate of energy dissipation were computed following the measurement of the flow depth upstream as well as before and after the hydraulic jump.
Numerical model Flow-3D
In these equations, ui and uj are, respectively, the velocity components in the directions of xi and xj, ρ stands for fluid density, P represents the pressure, t is the time component, ν is the kinematic viscosity, and g stands for the gravitational acceleration.
Block barriers geometry
In this research, the stepped spillway model with face angle as 21.8°, the h/l = 0.4, and seven steps was used. To investigate the impact of the end block dimensions on energy dissipation, the nine series of blocks with different geometries were considered. In these blocks, the ratios Lb/l = 0.3, 0.4, and 0.5, and the ratios Hb/h = 0.3, 0.4, and 0.5 were taken. To sketch the models, the AutoCad software was used. Figure 1 illustrates the parameters h, l, Hb, Lb, and the arrangement of the blocks.
The unit discharge (q) in this research was adopted to be 0.01, 0.02, 0.05, 0.07, and 0.1 m2/s. Taking into account the values of q, Hb/h, Lb/l, along with the no-block control mode, the model was run for 50 cases.
To simulate the flow pattern in the Flow-3D environment, first the geometry of each model was drawn by the AutoCad software and saved with the stl format. Afterward, each of the models was called in the Flow-3D environment for meshing and flow simulation. Calibration includes the determination of mesh sizes and the type of turbulence model.
Meshing and turbulence model
Taking a mesh having a large cell size may cause more differences between the results of the physical and numerical model, while selecting a very small cell size would lengthen the running time of the model (Lucio 2015). By selecting different mesh sizes and running the model, according to the position of the spillway model, which was located at a distance of 2 m from the beginning of the flume and also minimizing the upstream flow velocity, from the beginning of the flume to a distance of 1.6 m, cell size was selected as 1 cm. From the 1.6 m distance toward the flume's end, the cell sizes were taken to be 0.5 cm. The Flow-3D model uses different turbulence models to simulate flow turbulence. In the calibration stage to select the appropriate turbulence model, standard k-ε and RNG k-ε turbulence models were evaluated in terms of accuracy and running time.
The boundary conditions exercised in this investigation were symmetry for the upper boundary, Ymax, wall for the lower, Ymin, left, Zmax, and right boundary, Zmin, volume flow rate for the inlet, Xmin, and outflow for the outlet, Xmax (Morovati et al. 2016; Mansoori et al. 2017). The boundary conditions are shown in Figure 2. The model was run following entering the flow's attributes and determining the boundary conditions. Then, the water level and the flow depth at upstream and downstream were determined, and the relative energy dissipation rate was computed.
Relative energy dissipation
Model will be considered acceptable if it satisfied following conditions: R2 > 0.6, 0.85 ≤ K ≤ 1.15 or 0.85 ≤ K′ ≤ 1.15 (Tropsha et al. 2003).
Since the physical experiments were carried out on the 21.8° stepped spillway in the no-block situation, the simulation of the flow passing over the spillway was performed in the conditions similar to those of the physical model before comparing the results. Table 1 and Figure 3 show the comparison between the energy dissipation in the physical as well as numerical models in the no-block case.
|.||Models .||q (m2/s)|
|R2 .||RMSE .||K .||K′ .|
|.||.||0.01 .||0.02 .||0.03 .||0.04 .||0.05 .||.||.||.||.|
|Energy Dissipation (%)||Experimental||86||83.3||80.67||82.33||79.3|
|Numerical (RNG k-ε)||93.93||91.35||86||85||83.46||0.84||6||0.93||1.07|
|.||Models .||q (m2/s)|
|R2 .||RMSE .||K .||K′ .|
|.||.||0.01 .||0.02 .||0.03 .||0.04 .||0.05 .||.||.||.||.|
|Energy Dissipation (%)||Experimental||86||83.3||80.67||82.33||79.3|
|Numerical (RNG k-ε)||93.93||91.35||86||85||83.46||0.84||6||0.93||1.07|
To choose an appropriate turbulent model, the standard k-ε and RNG k-ε models were examined. The results indicated that as regards precision, both models acted almost the same. The R2 and RMSE were calculated 0.77 and 6.30 for standard k-ε model and 0.84 and 6 for RNG k-ε model, respectively. When it comes to run time, however, RNG k-ε lasted somewhat shorter and whence it was selected for simulation. Amini & Parto (2017) and Morovati et al. (2016) also have confirmed the superiority of this turbulence model. Table 1 and Figure 3 acknowledge that the numerical model estimates the energy dissipation from 3.5 to 10% more than the physical model does. The indicators R2 and RMSE applied to the outcomes of the two models also guarantee that the results of the numerical model well agree with those of the physical one. The results are in compliance with what was pointed out by Mohammad Rezapour Tabari & Tavakoli (2016) about the accuracy of the numerical models. Reliability analysis demonstrates that R2 > 0.6 and both K and K′ are between 0.85 and 1.15 indicating a relatively high predictive ability of Flow-3D model for energy dissipation estimation.
Flow pattern on spillway
The three flow regimes, that is, nappe flow, transition flow, and skimming flow, are likely to be taking place over the stepped spillway. The conversion threshold of these flow regimes has been among the topics of interest to some researchers. In this research, the simulation of the flow pattern was rendered using the turbulence RNG k-ε model and relying on the Flow-3D model for different situations. Figure 4, for instance, shows the results pertaining to flow simulation over the stepped spillway for the ratios Lb/l = Hb/h = 0.3 and for three unit discharges as 0.05, 0.07, and 0.1 m2/s. The flow pattern and vortices behind the blocks are also shown in Figure 4.
Figure 4(a) corresponds to the unit discharge 0.05 m2/s and yc/h = 0.47. As observed, for this ratio the flow is still of the napped type. In Figure 4(b) and 4(c), the increase in discharge makes a flow-type conversion from nappe to skimming. By virtue of the relation of Chanson (1994), the upper limit for the conversion of these two flow regimes when h/l = 0.4 is yc/h = 0.73. Figure 4(c), which is related to the unit discharge 0.1 m2/s and yc/h = 0.75, shows that the flow is not yet completely converted to the skimming flow. This indicated that the block over the spillway causes a delay in the regime conversion from nappe into skimming. Lastly, Figure 4(d) depicts the vectors of velocity and vortices behind the blocks. The comparison between the vortices over two consecutive steps indicates that the presence of the blocks further increases this type of flow followed by more energy dissipation.
Figure 5 illustrates the alterations in the relative energy dissipation, ΔH/Ht, versus yc/h for three different ratios of the block's height to the step's height, Hb/h, as 0.3, 0.4, and 0.5 and also with the no-block conditions. These changes are sketched for three ratios of Lb/l = 0.3, 0.4, and 0.5.
As shown in Figure 5, with the increase in the value of yc/h, the relative energy dissipation decreases in all block's height ratios. This is in conformity with the results obtained by Al-Shukur et al. (2014) and Morovati et al. (2016).
For all Lb/l, the block barriers have made growth in the dissipation of energy. In cases when the yc/h is low (i.e. in low discharges), the block barriers have not been of so many effects on the increase of energy dissipation. Indeed, in low discharges, the flow is completely of nappe type and after the chute from the upper to the lower steps, the flow strikes the blocks at low velocity and therefore the blocks could not make noteworthy contributions to reducing the flow velocity rate. As yc/h increases (discharge increasing), the relative energy dissipation increases more in the block mode than in the case without blocks which proves the salutary effect of the blocks upon energy dissipation. For all Lb/l ratios in low discharges, the impact of the blocks with different heights on energy dissipation is almost the same and the effect of the blocks’ heights more turns up with an increase in discharge. When Lb/l = 0.3, Figure 5(a) shows the most energy dissipation rate with Hb/h = 0.3 to be 91% on average, and the least rate as 88% on average with the height ratio Hb/h = 0.5. In the block mode with Hb/h = 0.3, 0.4, and 0.5, the energy dissipation has climbed, respectively, by 8.6, 7.4, and 5.8% compared with the no-block mode.
In Figure 5(b) for Lb/l = 0.4, the dissipation of energy takes its maximum at Hb/h = 0.3 and its minimum at Hb/h = 0.5. Incidentally, at the three height ratios Hb/h = 0.3, 0.4, and 0.5, the energy dissipation rate has increased, respectively, by 6.5, 3.9, and 2.4% relative to the no-block situation. In the maximum ratio yc/h = 0.75, the energy dissipation rate is 68% in the no-block case, and in the presence of the blocks with three height ratios of 0.3, 0.4, and 0.5 it reaches 82, 78, and 75%, respectively.
In Figure 5(c) and for Lb/l = 0.5, contrary to the other two ratios, the energy dissipation grows along with the increase in the blocks’ heights. In this case, the rate of energy dissipation at the ratio Hb/h = 0.5 is greater than the cases when Hb/h = 0.3 and Hb/h = 0.4. Besides, at the three height ratios Hb/h = 0.3, 0.4, and 0.5, the rate of relative energy dissipation is greater than that in the no-block mode by 4.35, 7.22, and 8.38%, respectively. So, one could declare that at the length ratios Lb/l = 0.3 and 0.4, the blocks of fewer heights are more contributory in energy dissipation, and at Lb/l = 0.5, the increase in the height ratio brings about a rise in the rate of energy dissipation. Keshavarz-Eskandari & Esmaeili-Varaki (2019) also have realized that for a set block length, the dissipation of energy increases with the rise in the blocks’ heights.
Figure 6 illustrates the changes in the relative energy dissipation, ΔH/Ht, versus yc/h for proportions of the block's length to the step's length, Lb/l, equal to 0.3, 0.4, and 0.5, together with the no-block conditions. The changes are drawn for three ratios as Hb/h = 0.3, 0.4, and 0.5.
Figure 6 shows that at all ratios of Hb/h, the rise in yc/h caused a decrease in the energy dissipation rate. Also, the effect of the blocks, as well as the length ratio in low discharges, is insignificant in the growth of energy dissipation though the effect escalates along with the increase in discharge. Figure 6(a) demonstrates that when Hb/h = 0.3, the rate of relative energy dissipation takes its maximum at the ratio Lb/l = 0.3 and it has the smallest amount at Lb/l = 0.5. On average, the relative energy dissipation at the Lb/l = 0.3, 0.4, and 0.5 increased compared with the no-block mode by, respectively, 8.6, 6.5, and 4.5%. At yc/h = 0.75 where the blocks are of the most influence in the increase of energy dissipation, the rate of dissipation was 68% in the no-block case, and at Lb/l = 0.3, 0.4, and 0.5 the respective percentages were 87.7, 82.4, and 78.5%. As for the height ratio of Hb/h = 0.4, Figure 6(b) bears evidence that the energy dissipation rates at the length ratios Lb/l = 0.3 and Lb/l = 0.5 are close to each other and are both greater than the rate at Lb/l = 0.4. More precisely, the energy dissipation rates at Lb/l = 0.3 and Lb/l = 0.5 are, respectively, 3.5 and 3.3% more than those for Lb/l = 0.4.
According to Figure 6(c) which corresponds to Hb/h = 0.5, the dissipation of energy gets the peak when Lb/l = 0.5 and attains its minimum when Lb/l = 0.4. At this height ratio, the energy dissipation has increased relative to the no-block mode whenever Lb/l = 0.3, 0.4, and 0.5 with the respective increase percentages of 5.8, 2.4, and 8.4%. It is, therefore, concluded that at low height ratios the shorter blocks and at great height ratios the lengthier blocks had the most contributions in the energy dissipation when compared with the no-block situation. Figure 7 shows the comparison between the relative energy dissipation among the nine series of blocks.
Figure 7 shows that both the blocks with Hb/h = 0.3 and Lb/l = 0.3 and those with Hb/h = 0.5 and Lb/l = 0.5 were assigned the most increase in energy dissipation, and the series of blocks with Hb/h = 0.3 and Lb/l = 0.4 had the least rate when compared with the no-block case.
Figure 8 shows the cavitation index in the states of with and without block barriers with the ratios of Lb/l = 0.3 and Hb/h = 0.3, and for the unit discharge of 0.02, 0.05, 0.07, and 0.1 m2/s, where X is the distance from the beginning of the flume.
As shown in Figure 8, with increasing discharge, the cavitation index increases. Consequently, the probability of cavitation deceases. In both cases, without block and with block barriers, in the ogee part of the spillway, X = 2–2.5, the cavitation index is less than 0.2. However, in most steps, this index is higher than the critical value which indicates that cavitation is more likely to occur in smooth spillways than in stepped ones. This result is consistent with the findings of Frizell et al. (2013).
Figure 9 represents a comparison between the results of energy dissipation on the stepped spillway obtained in this research at blocks with Hb/h = 0.5 and Lb/l = 0.5 and in the no-block mode and those given by Al-Shukur et al. (2014), Naderi Rad et al. (2009), and Keshavarz-Eskandari & Esmaeili-Varaki (2019).
Al-Shukur et al. (2014) conducted their experiments on the stepped spillways with h/l = 0.84 while taking the step's height equal to the height of the rectangular end sill, Hb/h = 1. They carried out their researches for two cases. In the first case, the sill was put at the ends of all the steps (A1 in Figure 9), and in the second case, the end sills were put in between two steps (A2 in Figure 9).
The experiments of Naderi Rad et al. (2009) on the stepped spillway were performed with h/l = 1 along with three height ratios as Hb/h = 0.2, 0.4, and 0.6 while utilizing flat end sills. Keshavarz-Eskandari & Esmaeili-Varaki (2019) adopted the ratio h/l = 0.5 and used blocks with various length and height ratios. Similar to that is reported in the previous researches and as discerned in Figure 9 in the current study, the relative energy dissipation decreases with the increase in the yc/h ratio. Also, applying block or end sill is conducive to the increase in energy dissipation. In the investigation done by Al-Shukur et al. (2014), the amounts of energy dissipation for two arrangements A1 and A2 are not so different. The amount of relative dissipation of energy in the present research in the no-block case exceeds that in the work of Naderi Rad et al. (2009) in the no-sill condition which is due to the less spillway's angle (the less value of h/l) in current research. The results obtained by Heydari Orojlo et al. (2011) and Thulfikar Razzak (2015) attest that the reduction of the spillway's angle causes an increase in the energy dissipation. Also, Naderi Rad et al. (2009) held that the relative energy dissipation grows with the increase in the height ratio of the end sill. This result agrees with the achievements of the current study and those of Keshavarz-Eskandari & Esmaeili-Varaki (2019) concerning block barriers. In the block mode with the ratios of Hb/h = 0.5 and Lb/l = 0.5, the relative energy dissipation rate acquired in the present research goes beyond that given by Keshavarz-Eskandari & Esmaeili-Varaki (2019) on account of the difference in the location of the blocks. In fact, their results pertain to the case where the blocks are set at the beginning of the steps rather than locating at their ends. So, the location of the blocks could be also a key factor in the dissipation of energy. Other researchers have continued their experiments for higher ratios yc/h though the energy dissipation trend in this research when this ratio increase is well in accord with the others’ achievements. This comparison shows that blocks and sills have almost the same effects on the increase of energy dissipation. However, future investigations in the same and analogous conditions may shed more light on the subject.
In this research, the effects of height and length of the block on the rate of energy dissipation in the 21.8° stepped spillway were studied using the Flow-3D model. All the spillway models possessed seven steps, and the blocks involving nine different geometries concerned the ratios Hb/h and Lb/l = 0.3, 0.4, and 0.5. The most important results of the current research are as follows:
The comparison between the results of the laboratory model and the numerical model represents the efficiency of the Flow-3D in flow simulation and estimation of energy dissipation in stepped spillways.
The increase in discharge is a leading factor in the decline of energy dissipation and in supporting the effect of the blocks’ geometry in this respect.
In contrast to the Lb/l = 0.3 and Lb/l = 0.4, the increase of the height ratio in the case of Lb/l = 0.5 makes an increase of relative energy dissipation.
The blocks with the ratios Hb/h = Lb/l equal to 0.3 and 0.5 with respective percentages 8.6 and 8.4% applied the most effects on dissipation. The shorter blocks in low height ratios and the lengthy blocks in greater height ratios were responsible for the most energy dissipation.
DATA AVAILABILITY STATEMENT
All relevant data are included in the paper or its Supplementary Information.