Abstract
The snake rolling manufacture technique provides a new method for producing high-performance heavy aluminum plates. The traditional curvature model of the asymmetrical rolling cannot be simply applied to calculate the curvature of the snake rolling. The plate curvature model of the snake rolling was set up in this research according to the roll offset and different roll radii. The deformation region consists of four different zones at most which depends on the positions of the two neutral points, and this number may drop to three or two under other conditions. The deformation zone with different composition cases was analyzed, and the models of the specific pressure and the accumulated shear strain deviation between the upper and lower parts of the plate were established. The plate curvature caused by shear strain and axial strain was calculated separately. The homogeneity coefficient E was introduced during the plate curvature modeling process to ensure the model accuracy. Then the total plate curvature model was established. Ansys software simulation can well restore the snake rolling process, and the indirect experiments were also conducted to verify the precision of plate curvature theoretical model. The results show that the maximum and minimum relative error is 10.71% and 0.34%, respectively, compared to results of simulation method and the indirect experiments, indicating that the model can be applied for the online plate curvature control application with the effect of some self-learning methods. The plate curvature affecting law with different process parameters (roll offset, roll radius ratio, rolling reduction, and initial work piece thickness) was obtained. This research about the plate curvature modeling provides important references for the production of heavy aluminum plate snake rolling.
Science Press


Aluminum alloy plate has been widely used in many aspects, especially in aerospace and modern transportation techniques due to its advantages of low density and high strength. In recent years, high-strength aluminum alloy plate has been widely used as the main structural materials in the fields of aircraft, rockets, spacecraft, and space station
The asymmetrical rolling is a rolling process to ameliorate the plate mechanical properties. The cross shear zone forms in the roll gap during the asymmetrical rolling, which is beneficial to the deep deformation into the inner portio
The asymmetrical rolling has the advantage of ameliorating the central deformation, but the work piece is bent after rollin
Many scholars used the slab method to study the curvature after asymmetric rolling. Kadkhodaei et a
The snake rolling is a special asymmetrical rolling process which ameliorates the central deformation and reduces the bending of the work piece. Many scholars started to investigate about the snake rolling. Lin
At present, the plate curvature of the asymmetrical rolling was studied by FEM and experimental method separately, and the theoretical model of the plate curvature was established by slab method. There is a great difference between the snake rolling and the asymmetrical rolling because of different characteristics in the deformation region. The traditional theoretical model of the asymmetrical rolling cannot be simply applied to calculate the curvature of the snake rolling. The deformation region may be divided into three different situations with different neutral point positions. Therefore, it is necessary to conduct intensive study to comprehensively evaluate the snake rolling and accurately predict the plate curvature. The analysis of the plate curvature modeling provides an essential theoretical basis for the production with good shape during the snake rolling.

Fig.1 Geometric diagram of the snake rolling with different work roll radii
Although the angular velocities n1=n2, the linear velocities of the two work rolls are not the same due to their different radii, resulting in the appearance of two neutral points at different horizontal positions: and . The deformation region consists of four zones at most, i.e., back slip zone I, cross shear zone II, front slip zone III and reverse deflection zone IV, as shown in

Fig.2 Stress status at different positions in plastic deformation zone
There are three cases when the two neutral points locate at different positions: (1) the deformation region consists of zone I, II, III and IV when locates at the right side of the inlet point and locates at left side of the bottom outlet point; (2) the deformation region consists of zone I, II and IV when locates at right side of the inlet point and locates at or beyond the bottom outlet point; (3) the deformation region consists of zone II and IV when locates at or beyond the inlet point and locates at or beyond the bottom outlet point.
The deformation region is divided into four different zones at most depending on the position of the two neutral points, and this number drops to three or two under other conditions. The boundary conditions are x=0 and q=0 at the “O” point when all the four zones exist (x is the horizontal distance from the throw point. q is the horizontal normal stress in the deformation region). Therefore the specific pressure in zone IV is with c1=c2=0.5. σs is the flow stress; m is the friction coefficient; c1 and c2 are the related coefficients at the top and bottom portion
with dimensionless coefficients
The boundary conditions are x=l, q=0 at the inlet point. Therefore the specific pressure in zone I is with c1=c2=0.5. CI can be confirmed by Eq.(2) as follows:
with
where i is the roll radius ratio; τ1 and τ2 are the plate surface shear stresses at the top and bottom deformation region, respectively.
At the position of x=, pI=pII, and then CII can be confirmed. At the position of x=, pII=pIII, and then CII can be confirmed. c1=c2=1 in zone II and c1=c2=0.5 in zone III. The specific pressures in zone II and III are described by
(3) |
with
The specific pressure is continuous at the neutral point, so
(4) |
Eq.(5) can be obtained according to the constant volume as follows:
where v1 and v2 are the linear velocity of top and bottom work rolls, respectively. Therefore and can be calculated by combining the
The deformation zones change from four to three (zone I, II and IV). The boundary conditions are x=l, q=0 at the inlet point. Therefore the specific pressure in zone I is . Then CI can be obtained by Eq.(2).
At the position of x=d, pII=pIV, and then CII can be confirmed. At the position of x=, pI=pII, and then can be confirmed.
The shear strain causes the plate deflect during the plastic deformation. Shear strain differential of the upper and lower parts of the work piece can be expressed as
(6) |
where λxy1 and λxy2 are the average shear strain at the top and bottom portion of the plate, respectively; τxy1 and τxy2 are the shear yield strength of rolled piece at the top and bottom portion, respectively; εy1 and εy2 are the strain of the top and bottom of rolled piece along y direction, respectively; σ′y1 and σ′y2 are the stress bias of the top and bottom parts of rolled piece along y direction, respectively.
The strain differential along y direction of the upper and lower parts of the work piece in the deformation region can be described as follows:
(7) |
Because σz=(σx+σy)/2, the hydrostatic pressure in the deformation region is σm=(σx+σy)/2. The stress bias along x and y directions is expressed as follows:
(8) |
where σ′x and σ′y are the stress bias along x and y direction, respectively; σx, σy and σz are the normal stress along x, y and z axis, respectively.
Considering the average normal stresses of the upper and lower parts of the work piece,
(9) |
with
The deformation region length l can be expressed as follows:
(10) |
with
Three cases are summarized separately. (1) Case 1 (d<<l, d<<). The shear strains of the upper and lower parts are in opposite direction in zone I, and the shear strain of the element can be expressed as dλI=(dλxy2-dλxy1)/2. The shear strains of the element in zone II, III and IV are dλII=(dλxy2+dλxy1)/2, dλIII=(dλxy1-dλxy2)/2 and dλIV=dλxy1/2, respectively. Therefore, the accumulated shear strain deviation of the work piece in zone I, II, III and IV can be calculated by
(11) |
(2) Case 2 (d<<l, ≤d). The accumulated shear strain deviation of the work piece in zone I, II and IV can be calculated by
(12) |
(3) Case 3 (≥l, ≤d). The accumulated shear strain deviation of the work piece in zone II and IV can be calculated by
(13) |
The total accumulated shear strain deviation in each case is referred as αT. The curvature caused by the deviation of the upper and lower shear strains of the work piece is expressed as follows:
(14) |
The strain differential of the upper and lower parts of the rolled piece along x direction can be expressed according to the flow criterion as follows:
(15) |
where εx1 and εx2 are the strain at top and bottom parts of rolled piece along x direction, respectively; σ′x1 and σ′x2 are the stress bias of the top and bottom parts of rolled piece along the x direction, respectively.
Because σ′x=σ′x1=σ′x2, σ′y=σ′y1=σ′y2, after substituting
(16) |
(17) |
with
where ε1 and ε2 are the accumulated axial strains along x direction for the top and bottom portions of the plate, respectively. r2 is the radius of curvature caused by axial strain. Therefore, the curvature caused by the axial strain difference between the upper and lower parts of the work piece is calculated by
(18) |
where E is an introduced compensational coefficient to compensate the non-uniform distribution along the thickness. The strain along the thickness is not uniform. The strain difference along the thickness direction of the upper and lower parts can be calculated by
r is the total radius of curvature. The total curvature is obtained by combining the curvature caused by shear strain and axial strain, which can be expressed by Eq.(
(19) |
(20) |
(21) |
The Ansys LS-DYNA is usually used to analyze and simulate the metal forming process and it is suitable to simulate the large plastic deformation process. It can also serve the actual requirement of the metal forming process, and provide guidance for the optimization of the production process, the upgrade of product quality and the improvement of production efficiency, which was verified by many scholar
The material used in the simulation is 7050 aluminum alloy. The two-dimensional FEM in this research can facilitate the establishment of the model and the simulation of rolling process. The width of the rolled piece is ignored because of the great width/thickness ratio, the elastic deformation of the work rolls is ignored, and the work rolls are defined as rigid body. Plane 162 element is selected in Ansys LS-DYNA. There are many friction models in the Ansys software, and the coulomb friction model is selected.

The process parameters for the simulation and theoretical calculation are shown in

Fig.6 Relationship between curvature and roll radius ratio with different Δh: (a) Δh=30 mm and (b) Δh=35 mm

Fig.7 Relationship between curvature and rolling reduction with different top work roll radii: (a) R1=521 mm and (b) R1=500 mm

Fig.8 Relationship between curvature and initial work piece thickness with different top work roll radii: (a) R1=521 mm and (b) R1=500 mm
The curvature index in Fig.3 is referred as K=(r-h0/2)/ (r+h0/2). The roll radius ratio is a factor to greatly affect the position of the neutral points and the length of the cross shear zone. The main reason for the plate bending is the existence and length of the cross shear zone. So the curvature index can verify the precision of present model indirectly. The present model can be simplified to synchronous rolling when R1=R2, and the curvature index is 1 in the ideal state. ∆h is total rolling reduction. The results calculated by the present model are in very good agreement with those obtained by FEM and experiment. The curvature affecting law and its calculation during the snake rolling with different roll radii need further analysis and verification.


The curvatures calculated by the numerical and theoretical methods are shown in Fig.4. The maximum relative errors are 10.71% and 3.17% in Fig.4a and 4b, respectively; the minimum relative errors are 1.01% and 0.34% in Fig.4a and 4b, respectively. The relative error of the established model is less than 11% compared with the simulation results. Therefore, the accuracy of the theoretical model is acceptable.
It can be seen from Fig.4 that the two curves calculated by the numerical and theoretical methods are relatively close when R1=521 mm. The two curves calculated by numerical and theoretical methods have a very small distance when the top work roll radius is 500 mm. However, the plate is close to a straight state and the curvature radius is large due to the roll radius ratio is relatively small. Therefore, although the two curves are close, the maximum relative error is 10.71%.
Fig.5a is the curvature determined by the theoretical model when R1=521 mm. The deformation region consists of zone I, II, III and IV according to the calculated and . The curvature is less than zero in Case 1, which indicates that the rolled work piece tends to be bent downward. The absolute value of the curvature increases as the roll offset increases, and the downward bending trend appears.
The curvature caused by the shear strain makes the work piece bent upward when the roll radius ratio is small, and the value is greater than zero. The curvature caused by the axial strain makes the work piece bent downward, and the value is less than zero. But the curvature caused by the axial strain is larger than that caused by the shear strain in this situation. Therefore, the total curvature is less than zero, and the plate downward trend is more obvious as the roll offset augments. It can also be known from Fig.5 that the absolute value of curvature increases as the rolling reduction increases. So the rolling reduction is an important factor to adjust the curvature after the snake rolling.
Fig.5b shows the curvature affecting law with the effect of the roll offset under different rolling reduction when R1 is 515 mm. The work piece tends to be bent upward when the roll offset is small, and then it tends to be bent downward with the augment of roll offset. The essence from the theoretical model is that the deformation region consists of zone I, II and IV at this time, and the three integration intervals are (0, d), (d, ) and (, l). The does not change drastically as the roll offset augments, and the curvature caused by the shear strain does not change too much. But the curvature caused by the axial strain increases with the increase of roll offset. The curvature caused by the axial strain makes the work piece bent downward. Therefore, the rolled plate bends downward.
Fig.5c shows the curvature affecting law with the effect of the roll offset under different rolling reductions when R1 is 500 mm. The curvature is greater than zero, and it can be known that the work piece tends to be bent upward. The curvature reduces with the increase of roll offset. The work piece tends to be bent upward. However, the bending extent reduces with the increase of roll offset. The essence from the theoretical model is that the deformation region consists of zone II and IV in this situation, and the two integration intervals are (0, d) and (d, l). The curvature caused by the shear strain does not alter drastically as the roll offset augments. The curvature caused by the axial strain augments as the roll offset augments. The curvature caused by axial strain makes the work piece bent downward, which counteracts the upward bending trend of the work piece.
1) The roll radius ratio has a great influence on the position of neutral points, and then the length of the cross shear zone is affected. The main reason of the bending of work piece is the existence and the length of the cross shear zone. There are three situations for calculating the curvature as a result of the shear strain.
2) The theoretical model of the curvature for the snake rolling with different roll radii is established by the slab method on the basis of different components of the deformation region. The calculated results are in very good agreement with the results from finite element method (FEM) and experiment. Comparison of the results calculated by the theoretical model and the FEM shows that the theoretical model accurately predicts the curvature during the snake rolling process.
3) The curvature as a result of the shear strain causes the work piece bent upward. The curvature as a result of the axial strain makes the work piece bent downward. The curvature changes from negative to positive as the roll radius ratio augments. The work piece tends to be bent upward from downward as the roll radius ratio augments.
4) The process parameters in the snake rolling produce a certain effect on the curvature after snake rolling. The obtained affecting law provides an important theoretical basis for the plate snake rolling production with good shape.
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