Abstract
Construction of suspension bridges and their structural analysis are challenged by the presence of elements (chains or main cables) capable of large deflections leading to a geometric nonlinearity. For an accurate prediction of the main cable geometry of a suspension bridge, an innovative iterative method is proposed in this article. In the iteration process, hanger tensions and the cable shape are, in turns, used as inputs. The cable shape is analytically predicted with an account of the pylon saddle arc effect, while finite element method is employed to calculate hanger tensions with an account of the combined effects of the cable-hanger-stiffening girder. The cable static equilibrium state is expressed by three coupled nonlinear governing equations, which are solved by their transformation into a form corresponding to the unconstrained optimization problem. The numerical test results for the hanger tensions in an existing suspension bridge were obtained by the proposed iterative method and two conventional ones, namely, the weight distribution and continuous multiple-rigid-support beam methods. The latter two reference methods produced the respective deviations of 10% and 5% for the side hangers, respectively, which resulted in significant errors in the elevations of the suspension points. To obtain more accurate hanger tensile forces, especially for the side hangers, as well as the cable shape, the iterative method proposed in this article is recommended.
Keywords
Introduction
Suspension bridges are known to have the road deck suspended by strung cables: with no support in the span center, the deck hangs below the supports rather than resting upon them. Suspension bridges, due to their aesthetical look, high material utilization rate, and excellent static and dynamic performances, are considered very lucrative choices in the construction of long-span bridges. In recent years, the dimensions of suspension bridges erected worldwide are permanently increased due to the ongoing improvement of the design and construction technologies. Moreover, to reduce the cable weight and material usage, the cable safety factor was subsequently dropped to about 2.0 (Chen et al., 2013). This safety margin reduction puts more stringent requirements on the prediction accuracy of the optimal configuration and distribution of internal forces in the suspension bridge components (cable, hangers, suspenders, girders, etc.) at the design stage.
In contrast to cable-stayed bridges (where deck is directly connected by cables to the towers/pylons), the design configuration of suspension bridges (with main cables holding the deck via suspender/hanger cables) cannot be amended through the tracking and adjustment during the construction process (Atmaca and Ates, 2012). Once the main cables are installed, their shapes and tensions are entirely determined by the external loads. Therefore, the completed bridge state is significantly affected by the free cable parameters. Consequently, the determination of hanger tensile forces and cable shape in the completed bridge state, from which the free cable parameters can be calculated adversely, is mandatory for the construction control.
Since the hanger tensile forces of a suspension bridge are not uniformly distributed in the completed bridge state (Huang et al., 2017), it is unreasonable to equate a hanger tensile force with the dead load of the deck between two adjacent hangers, especially for multiple hangers located near pylons. Moreover, the accuracy of estimating hanger tensile forces directly affects the predicted cable shapes in both the completed state and unloaded state, including the unstrained length values of cables and hangers. As adopted in literatures (Jung et al., 2013; Kim and Lee, 2001; Thai and Choi, 2013), the continuous multiple-rigid-support beam (CMRSB) concept provides a straightforward way to derive hanger tensions, which are approximated with the CMRSB reaction forces. On this basis, the cable shape can be determined. However, the CMRSB method is not accurate enough because the deck of a suspension bridge is supported by elastic springs, whose stiffness values are determined by both the axial stiffness of hangers and the cable contribution to the vertical stiffness at the locations of hangers. At the design stage, the known parameters of the completed bridge state include the span arrangement, cable sag-to-span ratio in the main span, cable elevation at the midspan point of the main span, elevations of the cable intersection points over the saddles, hanger spacing, and deck elevation. However, the cable elevations at each suspension point are unknown, and the length of each hanger cannot be determined as a result. In the case where both the cable shape and hanger lengths are unknown, the spring stiffness of the continuous multiple-elastic-support beam cannot be determined explicitly. Therefore, an iterative solution is required between the hanger tensile forces and the cable shape. On the contrary, the final hanger forces are greatly influenced by the construction sequence. In the general construction of a suspension bridge, the hanger forces are implemented following two dead load stages. The first stage using the lifting construction technology provides simply supported beam reaction forces, whereas the second one (floor system) provides the elastic reactions in a similar form with the continuous beam reactions after the hoisted beams are connected as a whole. The sum of the two cannot be identical to the reactions of a complete CMRSB.
A full-bridge finite element model can be used to calculate the hanger tensile forces, but it is difficult to simulate the pylon saddle in the cable shape-finding analysis. No matter whether multiple rigid links or saddle-cable elements are used to simulate the pylon saddle, the cable tangent point in the pylon saddle cannot be renewed with the change of the external forces acting on the cable.
The methods for cable shape-finding of suspension bridges can be subdivided into the following two categories: (1) catenary-element-based methods and (2) analytical methods. The former techniques identify the curved shape of the target cable by updating the nodal positions and tensile forces of the cable catenary elements through the nonlinear structural analysis via the Newton iterations (Cao et al., 2017; Chen et al., 2000, 2013; Hassan, 2013; Karoumi, 1999; Kim et al., 2002; Kim and Kim, 2012; Kim and Lee, 2001; Lu et al., 2014). In contrast to the catenary-element-based methods, the analytical techniques possess a much higher computational efficiency and a faster convergence (Cao et al., 2017). Over the past decades, the analytical approaches for cable shape-finding have been significantly improved based on either the segmental parabola theory or the segmental catenary theory. Within the framework of the Newton–Raphson method, Chen et al. (2013) proposed a flexible iterative approach, in which the nonlinear governing equations were approximatively linearized using the first-order Taylor expansions. Based on the segmental parabola theory, Jung et al. (2015) proposed a simplified analytical method for the optimization of the initial shape analysis in self-anchored suspension bridges. It is noteworthy that the above studies did not consider the joint effect of the cable-hanger-stiffening girder combinations, but treated hanger tensions as known parameters in the cable shape-finding analysis, as well as neglected the impact of the pylon saddle’s arc. Insofar as the latter impact on the cable shape was found to be quite strong, the coordinates of the cable’s tangent point on the pylon saddle should be accurately determined. However, the calculation of the tangent point coordinates will increase the number of nonlinear governing equations required for the calculation of the cable shape from two to three. Moreover, the revealed coupling of the resulting three nonlinear governing equations hinders their solution.
In this article, an iterative algorithm is proposed to determine the final state of a suspension bridge: the analytical method is used to calculate the cable shape, while the full-bridge finite element model is used to calculate the hanger tensile forces. The hanger tensile forces and cable shape are used, in turn, as inputs in the iteration process. Besides, the pylon saddle effect is taken into account by determining the position of the tangent point. When the analytical method is used to calculate the cable shape, three coupled nonlinear governing equations are transformed into a convenient form, which reduces the problem to an unconstrained optimization task. Finally, the algorithm is applied to a steel truss suspension bridge with a main span of 730 m, and the feasibility and effectiveness of this algorithm are verified.
An analytical method for cable form-finding
Under the action of lump/concentrated forces transferred via hangers, the cable in the bridge’s final state consists of many catenary segments hanging between adjacent hangers. Each cable segment and hanger should meet the following underlying requirements:
The materials work in their elastic range (i.e. below their yield stress level), and their stress–strain dependences follow Hooke’s law;
The small-scale deformation conditions are assumed, which imply that the cable deformation is small enough to disregard the cross-sectional cable contraction;
The cable is ideally flexible, which excludes the generation of bending stresses in it.
The flexural stiffness of the main cable is neglected in this study for the following two reasons (Zhang et al., 2018b): (1) During the whole construction process of a suspension bridge, the flexural stiffness of the main cable is insignificant, so is the clamping effect of a cable clamp on the main cable and (2) in long-span suspension bridges, clamps occupy a low percentage (about 6%) of the total length of the main cable in the central span.
The cable shape-finding in the main span has to be conducted first. As shown in Figure 1, several coordinate systems are established, with their origin being at the left tangent point, O0, and the suspension points, O1–O n , along the cable, the positive x-axis pointing right, and the positive y-axis pointing downward. The shape of an arbitrary cable segment is derived from the following catenary equation
where c = –H / q, in which H is the horizontal component of the cable tension in the completed bridge state (kN) and q is the cable weight per unit length (kN/m); ai and bi are parameters of the catenary equation.

Cable configuration in the completed bridge state.
From the boundary condition y(0) = ccosha i + bi = 0, we obtain bi = –ccosha i . By substituting this term into equation (1), it can be reduced to the following form
Three constraint conditions are introduced: (1) the elevation difference between the left tangent point and the midspan point is closed; (2) the elevation difference between the two tangent points on the left and right saddles is closed; and (3) the length of the orthogonal projection of the rightmost catenary segment on the horizontal plane, ln+1, meets the relevant design requirement. The corresponding equations are as follows
where m is the number of the cable segments between the left tangent point, O0, and the midspan point, O
m
; n is the number of suspension points along the cable; Δhi denotes the elevation difference between two endpoints of an arbitrary catenary segment of the cable;

The layout of tower saddles and critical parameters: (a) left tower saddle and (b) right tower saddle.
The three unknown parameters in the above three equations are H, a1, and ln+1, which refer to the horizontal cable tension, the coefficient in the catenary equation for the first catenary segment, and the length of the orthogonal projection of the rightmost catenary segment on the horizontal plane, respectively. The next step is aimed to express all other terms in the above equations as functions of these three parameters.
Thus, Δhi can be expressed as follows
where li is the length of the orthogonal projection of an arbitrary catenary segment on the horizontal plane, as shown in Figure 1.
For a given designed elevation of the circle center, C, in the geodetic system (denoted as hC), the elevation of the left tangent point in the geodetic system,
where R is the radius of the left tower saddle arc-shaped top, as shown in Figure 2(a); θ is the angle between the vertical segment BC and the segment-connecting point O0 and the circle center, C.
Insofar as
we get
The substitution of equation (7) into equation (5) yields
For a given design elevation of point O
m
in the geodetic system (denoted as
For a given design elevation of the circle center, C’, in the geodetic system, denoted hC’, the elevation of the right tangent point in the geodetic system,
where R’ is the radius of the right tower saddle arc-shaped top, as shown in Figure 2(a); θ’ is the angle between the vertical segment B’C’ and the segment-connecting point On+1 and the circle center, C.’
Similarly, from
we get
The substitution of equation (12) into equation (10) yields
Then, the elevation difference between points O0 and On+1, denoted as
The expression for Δ2 is
where Δ3 is the horizontal distance between points C’ and D’, as shown in Figure 2(b).
At an arbitrary suspension point on the main cable, the axial tensile force can be decomposed into a horizontal and a vertical component, as shown in Figure 3 (Zhang et al., 2018b). From the force equilibrium condition in the vertical direction, we can obtain
where Pi is the hanger tensile force and φi and φi+1 are the inclination angles for the cable segments at the left and right of the suspension point, O i , respectively.

The equilibrium between forces at a suspension point.
Upon substituting tanφi = sinh(li / c + ai) and tanφi+1 = sinhai+1 into equation (17), we get
Then
The horizontal distance between the tangent point on the left tower saddle and the first hanger, l1, can be expressed as
where
Substituting equations (4), (9), (15), (16), (19), and (20) into equation (3) yields three nonlinear governing equations that are coupled to each other
where f1(), f2(), and f3() denote functions.
For solving the resulting system of equations (20), it can be reduced by transformation to the following unconstrained optimization problem
where
Equation (21) can be solved either by the Newton–Raphson method or the conjugate technique, which are incorporated into the Microsoft Excel program, making their application more user-friendly.
By solving equation (21) via any of the above methods, one can derive the three unknown parameters, namely, H, a1, and ln+1. This permits a further determination of the cable shape and internal forces in the main span, which includes the position of each tangent point, elevation of each suspending point, stresses and strains in each cable segment, and so on.
The above analysis was focused on the main span, in which the cable sag was specified at the design stage. In the side spans, the shape-finding method for the cable is the same as the main span, except for slightly different known conditions: the cable sag in the side span cannot be used as a known parameter. However, for the side span of a suspension bridge, the horizontal component of the cable tensile force is always equal to that in the main span to keep the pylons under the optimal stress state. Therefore, the shape-finding analysis for the side span is quite straightforward but, for brevity sake, the details of the cable shape calculation in the side span are omitted in this article.
Finite element method simulation of tensile forces in hangers
Hanger tensile force values were used in the cable shape calculation by the proposed analytical method. However, the particular values are unknown, and some assumptions had to be used. To justify the assumed values, the finite element method (FEM) can be used to simulate cables, hangers, and the deck in the main span, as shown in Figure 4. However, despite the effect of pylon displacement caused by its elastic deformation, it is not necessary to model pylons. During the erection of the stiffening girder and floor system, the vertical pressure acting on the pylon top via the main cable gradually increases and induces an elastic contraction, Δh, of the tower in the completed bridge state. To get the precise pylon top position in the completed bridge state, the pylon top is usually built with a pre-raised height, Δh, which vanishes in the completed bridge state (Zhang et al., 2018b). Given this, pylons can be treated as incompressible and excluded from the further FEM analysis.

Sketch of the FEM simulation scheme.
Link elements are employed to model cables and hangers, while beam elements are used to simulate the deck. The link element has double linear stiffness matrices, which enable it to be a tension-only or compression-only element. If it is selected as a tension-only element, the stiffness will vanish when it is compressed. Therefore, it is suitable to model the cables and hangers. The two ends of the cable are at the cable’s tangent points on the pylon saddles, and they are hinged. The coordinates of each node along the cable are those of each suspension point, which are derived via the above analytical shape-finding process that is also used to assess the cable tensile forces by their conversion to initial strains via Hooke’s law. The node coordinates of the beam are controlled by the designed deck geometry. Moreover, according to the planned arrangement of the bearings, the corresponding degrees of freedom (DoF) at the two beam ends are constrained in the FEM model. To avoid the excessive deflection of the deck under its weight, the initial strains that can be obtained from the assumed hanger forces should be incorporated into the hangers. The hanger tensile forces of the suspension bridge under its weight can be obtained by the static problem calculations. Furthermore, iterative calculations are required because the newly calculated hanger forces may differ from the previously assumed ones.
Iterative calculation steps
Since the initial strains are first obtained based on the assumed hanger tensile forces, the iterative process, in which the hanger tensile forces are updated, is required to determine the cable shape. The flowchart of the iteration process is shown in Figure 5, and the calculation steps are as follows:
Assume the initial values for the tensile forces acting on all hangers.
Determine the cable shape and internal forces in the completed bridge state, including positions of each tangent point, elevations of each suspending point, as well as stresses and strains of each cable segment, by the proposed analytical shape-finding method.
Model the suspension bridge based on the parameters obtained in step (2), and calculate the hanger tensile forces by the FEM model.
Verify the error of the assumed hanger tensile forces using the following inequality
where Pi,k is the hanger tensile force calculated by FEM, Pi,k–1 is the assumed hanger tensile force, and ε is the error tolerance.

Flowchart of the iteration process.
If inequality (22) is not satisfied, value Pi,k is used as the assumed hanger tensile force, and the procedure returns to step (2) for the next iteration. Otherwise, the calculation is completed, and both the cable shape and hanger tensions of the suspension bridge are determined.
The weight distribution method can be alternatively used to determine the initial values of the hanger tensile forces. As shown in Figure 6, it is assumed that each pair of hangers supports half of the weight of the left and right deck segments. Therefore, the hanger tensile force can be expressed as follows
where w is the dead load (including the girder and floor system) per unit length, while Sl and Sr are the lengths of the left and right deck segments, respectively.

The weight distribution method applied to the assessment of hanger tensile forces.
Verification study
In order to verify how well the proposed analytical method predicts the cable geometry with known hanger tensions, the Great Belt suspension bridge is selected as a verification example. This problem was first considered by Karoumi (1999), and later analyzed by Kim and Lee (2001), Kim and Kim (2012), and Cao et al. (2017). The length of the main span is 1624 m. The cable sag in the main span is 180 m. The structural model used in this study mostly follows Karoumi’s model (Karoumi 1999), in which every third hanger from the original bridge is included. The detailed geometry of the cable in the main span is described in Figure 7. The cross-sectional area (A), elastic modulus (E), and weight per unit length (w) of the cable are 0.4 m2, 210 GPa, and 32.9 kN/m, respectively. The saddles’ radii can be set to be 0. The hanger tensile forces, Pi, are known and listed in Table 1.

The main cable and geometric parameters of the main span (unit: m).
Known hanger tensile forces and calculated nodal coordinates of the main cable.
The nodal coordinates of the main cable calculated by the proposed analytical method are compared with above-mentioned literatures in Table 1. Table 2 summarizes the results for the horizontal tension of the main cable. It can be seen that the obtained results are almost identical with those given by other literatures.
Horizontal tension of the main cable.
Numerical simulation example
To verify the proposed method applicability to full-scale suspension bridges, the Jindong Bridge across the Jinsha River located in Kunming, China, was used as an example. The Jindong Bridge, as depicted in Figure 8(a) and schematically presented in Figure 8(b), has a main span of 730 m, with the left and right spans of 240 and 120 m, respectively. Thus, the total length is 1090 m.

(a) Photo and (b) elevation view of Jindong Bridge (units in meters).
The sag-to-span ratio of the cable in the central span is 1 / 10. The spacing between the upstream and downstream cables is 17.5 m. Prefabricated parallel wire strands are adopted for both cables. Each strand consists of 91Φ5.2 high-strength galvanized steel wires, and its cross section has a regular hexagonal shape. Each cable is made of 91 strands and, thus, contains 8281 wires in total. Cables are anchored by tunnel-type anchorages at the left (Huidong) side and gravity-type anchorages at the right (Dongchuan) one. The total number of hangers in each cable plane is 71, and their layout is shown in Figure 8(b). Each hanger is composed of 109Φ5.0 high-strength galvanized steel wires.
The Jindong Bridge structure includes a stiffening steel truss girder, which consists of the main truss, top and bottom bracings, and transverse trusses, as shown in Figure 9. The main truss is a Warren-type truss of 5 m in height, 17.5 m in width, and 5.0 m in panel length. Each panel contains a transverse truss, while the bridge floor system combines longitudinal I-beams and a concrete slab deck. The transverse spacing between longitudinal beams is 2.0 m, while their heights range from 0.4 to 0.56 m. Beams are simply supported by the top chords of the cross-members in the main truss. The bridge deck is constructed of precast concrete slabs with a length of 4.96 m, a width of 1.70 m, and a thickness of 0.16 m each. The slab deck and longitudinal beams are fastened by shear pins. The dead load is 177.12 kN/m, including the secondary dead load of 36.40 kN/m. The horizontal distance between the side hanger and the deck endpoint is 13 m.

Steel truss girder and bridge floor system (Zhang et al., 2018a).
The initial values of the hanger tensile forces, Pi,0, were first determined by using the weight distribution method. This yielded P1,0 = P71,0 = 1018.44 kN, and Pi,0 = 885.6 kN, where i = 2–70. With these initial values of the hanger tensile forces, the cable shape and internal forces were determined by the analytical shape-finding method proposed in this article. Then the bridge was modeled by the FEM method using the commercial ANSYS software package via the scheme depicted in Figure 10. There are 2940 nodes and 5785 elements in total. The element numbers for cables, hangers, and the truss girder are 144, 142, and 5499, respectively. The vertical and lateral DoF at the two girder-ends are constrained, as shown in Figure 10(b). The input parameters required for the cable shape-finding using the analytical method and the FEM simulation are listed in Tables 3 and 4, respectively.

(a) Full-bridge finite element model and (b) a detailed part of the girder.
Input parameters used to calculate the cable geometry by the analytical method.
Sign “–” indicates that point C’ is located to the left of point D’.
Input parameters for the FEM simulation.
FEM: finite element method. The significance of bold values are: They are big values.
For the error tolerance ε = 0.035%, the convergent solution for the hanger tensile forces can be attained after 51 iterations. The variation of the hanger tensile forces at the upper endpoints of hanger Nos. 1–6 versus the iteration number is depicted in Figure 11. As seen in Figure 11, the maximal number of iterations was required to attain a convergent value of the tensile force for hanger No. 1, followed by hanger No. 2, while the remaining hangers need the minimal number of iterations. The convergent values of the hanger tensile forces at the upper and lower endpoints calculated by the iterative method are listed in Table 5.

Variation of hanger tensile force versus the iteration number.
Hanger tensions calculated by different methods.
CMRSB: continuous multiple-rigid-support beam.
For the comparative analysis, hanger tensile forces were alternatively calculated via the CMRSB method. The finite element model of the Jindong Bridge for the CMRSB application was constructed by keeping the girder mesh in the previous full-bridge finite element model, and replacing the nodes of cables and hangers by rigid supports at the hanger locations, as shown in Figure 12. After a static equilibrium analysis under the dead load, the reaction forces at the newly added supports were obtained, as listed in Table 5.

A part of the CMRSB model of the Jindong Bridge.
As seen in Table 5, the results on the tensile forces in side hangers (Nos. 1 and 71) by the weight distribution and CMRSB methods deviate from those calculated by the proposed iterative method by 10% and 5%, respectively. For the remaining hangers (Nos. 2–70), the three methods provide nearly identical estimates, with minimal deviations. By the way, the maximum tensile force capacity of each hanger is 3570 MPa, which is much greater than all hanger tensile forces.
To analyze the impact of deviations in the assessment of hanger tensions on the cable shape, the following three cases were considered. Hanger tensions used for the cable shape-finding were calculated by (1) the weight distribution method (case A), as listed in column A in Table 5; (2) the CMRSB method (case B), as recorded in column B in Table 5; and (3) the proposed iterative method (case C), as listed in column C in Table 5.
The tangent point positions, cable tensile forces, and suspension point elevations in the above three cases were computed by the analytical shape-finding method, as listed in Tables 6 and 7. As follows from the results in Table 6, the tangent point positions in the three cases are nearly identical, with the maximal error not exceeding 1 cm. The errors for the horizontal components of the cable tensile forces are also negligible. However, as listed in Table 7, the elevation errors for several suspension points are about 4 cm, which are not insignificant anymore.
Tangent point positions and cable tensile forces.
Elevations at the suspension points.
The significance of bold values are: They are big values.
The stresses of bridge components should be checked. According to the FEM result, the maximum tensile stresses of the hanger and the cable are 533 and 579 MPa, respectively, which are less than the yield stress limit, 1670 MPa. The maximum tensile stress and compressive stress of the steel truss are 142 and 95 MPa, respectively, which are less than the yield stress limit, 345 MPa.
It is noteworthy that the proposed method and the respective calculation results were successfully implemented in the design and construction of the Jindong Bridge, which ensured its improved cable geometry.
Conclusion
In this article, we proposed the iterative method to determine the hanger tensile forces and the cable geometry of a suspension bridge. The FEM analysis is used to calculate the hanger tensile forces with an account of the joint effects of the cable-hanger-stiffening girder, while the cable shape and the impact of pylon saddle arc are predicted by the analytical cable shape-finding method. Since it is hard to model the pylon saddle arc and the sliding of the cable tangent point on the pylon saddle through FE/multi-physics software, the joint application of the analytical approach and FEM analysis is found to be more instrumental. In the process of iteration, the input of hanger tensile forces and cable shape characteristics is made in turns. The feasibility and validity of the proposed method are proved by the numerical test example for the suspension bridge, namely, Jindong Bridge across the Jinsha River located in Kunming, China. The results obtained make it possible to draw the following conclusions.
In the cable shape-finding analytical method, the effect of the pylon saddle can be taken into account by determining the position of the tangent point, which increases the number of nonlinear governing equations from 2 to 3. The three coupled nonlinear governing equations can be conveniently solved by transforming them into the form corresponding to the unconstrained optimization problem.
When the convergent values of hanger tensile force are derived, the maximal number of iterations is required for the side hangers, the adjacent hangers occupy the second place in the decreasing order, while the remaining ones need a small number of iterations.
As compared to the side hanger tensile forces assessed by the proposed iterative method, those calculated by the weight distribution and CMRSB methods have significant errors, for example, 10% and 5% in the Jindong bridge, respectively. For the remaining hangers, the three methods provide nearly identical results.
In three cases of analytical cable shape-finding, where hanger tensile forces calculated by the three above methods were used as inputs, quite significant errors in the suspension point elevations were found to be induced, even though the errors of resulting tangent point positions and cable tensions are negligible.
The iterative method proposed in this study was proved to be instrumental in the assessment of hanger tensile forces, especially for the side hangers, as well as accurate cable shape prediction.
Footnotes
Declaration of Conflicting Interests
The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Funding
The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: The research described in this article was financially supported by the NSFC under Grant 51678148, a project supported by the Natural Science Foundation of Jiangsu Province (BK20181277), and the National Key R&D Program of China (No. 2017YFC0806009), which are gratefully acknowledged.
