1 Journal of Sound and Vibration 267 (23) JOURNAL OF SOUND AND VIBRATION A dynamic model for an asymmetrical vehicle/track system K. Hou*, J. Kalousek, R. Dong 1 Centre for Surface Transportation Technology, National Research Council, 325 East Mall, Vancouver, BC, Canada Accepted 9 May 23 Abstract A finite element model to simulate an asymmetrical vehicle/track dynamic system is proposed in this paper. This model consists of a 1-degree-of-freedom (d.o.f.) vehicle model, a track model with two rails, and an adaptive wheel/rail contact model. The surface defects of wheels and rails can be simulated with their geometry and an endless track model is adopted in the model. All time histories of forces, displacements, velocities and accelerations of all components of the vehicle and track can be obtained simultaneously. By using this model, one can study the effect that wheel/rail interaction from one side of the model has on the other. This can be done for many asymmetrical cases that are common in railway practice such as a wheel flat, wheel shelling, out-of-round wheel, fatigued rail, corrugated rail, head-crushed rail, rail joints, wheel/rail roughness, etc. Only two solutions are reported in this paper: steady state interaction and a wheel flat. r 23 Elsevier Ltd. All rights reserved. 1. Introduction Studies on railway dynamics have been performed for almost a century. Knothe and Grassie  have reviewed the historical background of modelling of railway vehicle/track interaction. Timoshenko  started to study vehicle/track dynamics to examine the effect of wheel flats in In the last century hundreds of papers and reports about the vehicle/track dynamics have been published. The techniques to study vehicle/track interaction can be divided into two parts: frequencydomain modelling and time-domain modelling. The frequency-domain technique isa simplified solution to wheel/rail interaction. It establishes a relationship between receptance and external force at different frequencies using a mathematical transformation under set assumptions, thereby *Corresponding author. Present address: 8211 Carmel Road, Richmond, BC, Canada V7C 3R2. address: (K. Hou). 1 Present address: 23, Wood Crest Drive, Morgantown, WV 2655, USA X/$ - see front matter r 23 Elsevier Ltd. All rights reserved. doi:1.116/s22-46x(3)726-
2 592 K. Hou et al. / Journal of Sound and Vibration 267 (23) avoiding the solution of complicated differential equations. Timoshenko  was the first person to use the frequency-domain technique to analyze track dynamics and he proposed the concept of receptance for a continuously supported Euler beam. The receptance of an Euler beam on a separate layer of rigid sleepers was first calculated by Sato . Grassie et al.  have systematically introduced the technique and studied the dynamic response of railway track using a frequencydomain modelling technique. Thompson  also used the technique to implement a model of noise generation from a wheel/rail dynamic system. Time-domain modelling is a technique used to solve the wheel/rail interaction in the time domain. Displacements, velocities, accelerations and forces on all components in the vehicle/track system can be solved in the time domain by coupling the track model, vehicle model and wheel/ rail contact model. The vibration frequenciesof the different componentscan be calculated using the displacement-time relationship. There are several notable researchers who have made contributions to time-domain modelling for the vehicle/track dynamic system, and who are developing vehicle/track time-domain models. The models developed before 198 were simple due to the limitations of computer technology at that time. Cai and Raymond  have presented a wheel/rail and track dynamic model, considering a 4-d.o.f. vehicle model and 4-sleeper long discretely supported track model. Nielsen and Igeland [7,8] have developed a vehicle/track dynamic model, in which a finite element model of track containing 3 sleepers with fixed boundariesat both endswasused. Dong [9,1] successfully developed a finite element time-domain model for vehicle/track interaction. This model can provide responses for all componentsof vehicle and track asthe vehicle movesalong the track. Defectscan be simulated on the wheels and the rails in the vehicle/track system. Zhai and Sun  have developed a model to simulate the vehicle/track dynamic system with a 1-d.o.f. vehicle model and a 3-layer track model. However, all the vehicle/track models mentioned above are based on the assumption of vehicle/ track symmetry in order to simplify the calculation. Generally, this simplification is reasonable for many cases, such as steady state situations; wheel flats, which always appear at the same position of both wheels on a wheelset; burned rail, which always forms at the same position on both rails; etc. However, in many cases defects of wheels and rails are not symmetric. For example, railhead crush always forms on one rail. This defect forms due to inclusions inside the rail, and it is very rare for inclusions to appear inside both rails at the same position. Corrugation is another asymmetrical example. Some corrugations take place only on one side of the track, other corrugations have a phase difference between the two rails even though they form on both rails. There are many other asymmetrical cases, such as geometric misalignment, rail joints, wheel shelling, fatigue damage on top of the rail, and so on. For the asymmetrical cases, unfortunately, the symmetric vehicle/track model is not accurate. Therefore, an asymmetrical vehicle/track model should be developed to solve asymmetrical problems. An asymmetrical vehicle/track dynamic model, which is a finite element time-domain model, is presented in this paper. The model combines three models together: a 1-d.o.f. vehicle model, a two-layer track model with two railsand an adaptive wheel/rail contact model. The combined model can simulate a vehicle moving on track continuously for as long as needed. All time histories of forces, displacements, velocities and accelerations of the related components of the vehicle and the track can be solved simultaneously. The responses of all components of the vehicle and the track to any wheel/rail defectscan be obtained with thisprogram.
3 K. Hou et al. / Journal of Sound and Vibration 267 (23) By using this computer model, two cases have been studied: the steady state situation and one leading wheel with a flat. The vehicle/track interactionson both sidesof the track will be exhibited. 2. Model of vehicle/track dynamics The vehicle/track dynamic model consists of three models: the 1-d.o.f. vehicle model, the track model with two railsand the adaptive wheel/rail contact model. A wheel flat geometry will also be introduced in thissection Vehicle model A two level suspension vehicle model is employed. The wheelset and the bogie are connected by the primary suspension while the car body is supported on the bogie through the secondary suspension. A more realistic vehicle model incorporating two wheelsets, two bogie sideframes, and half a car body is represented as a 1-d.o.f. model as shown in Fig 1. In thismodel, each wheelset hasvertical and rotational d.o.f. at itscentre (u W1 ; u W2 ; y W1 and y W2 ). The bogieshave vertical (u B1 and u B2 ) and pitch (y B1 and y B2 ) d.o.f. while the car body hasvertical (u C ) and rotational (y C ) d.o.f. Fig. 1. Vehicle model.
4 594 K. Hou et al. / Journal of Sound and Vibration 267 (23) The motion equation for the 1-d.o.f. model can be expressed as ½MŠf.ugþ½CŠf ugþ½kšfug¼ffg; ð1þ where ½MŠ; ½CŠ and ½KŠ are matrices of mass, damping and stiffness, and the vectors of displacement fug and force ffg are given by fug ¼fu W1 y W1 u W2 y W2 u B1 y B1 u B2 y B2 u C y C g T ; ffg ¼fF W1 M W1 F W2 M W2 F B1 M B1 F B2 M B2 F C M C g T : 2.2. Track model The track studied in this paper is a two-layer model consisting of sleepers, rail pads, ballast, subgrade and two rails, as shown in Fig. 2. The finite element method wasused to analyze the track system. The differential equation of the track model has the same form as Eq. (1). However, the contentsof the vectorsand matricesof the track model are different from the vehicle model. The force and displacement vectors include all components of forces and displacements at all nodeson the track. The track is divided into a number of units in the model. Each unit comprises one sleeper, seven ballast spring dampers and two pieces of rail between two centres of adjacent sleeper spans. Each piece of rail consists of four elements in a track unit section. The rails are simulated with Timoshenko beams that rest on discrete pad-sleeper-ballast supports. Each element of the rails (Fig. 3) isa two-node element with four degreesof freedom at each node. The nodal degreesof freedom of the element are described asa vector form e ; ; u e nþ1 ; Fe nþ1 e T ; ; ð2þ nþ1 fg e g¼ u e n ; Fe where u isthe vertical displacement, F isthe rotational angle, e isthe element number and n and n þ 1 are the global node numbers at each side of the element. It is assumed that u and F are RAIL RAIL PAD SLEEPER SUBGRADE BALLAST Fig. 2. Two layer track model.
5 K. Hou et al. / Journal of Sound and Vibration 267 (23) x n x n+1 Φ u n+1 u n n+1 Φ n u ( x ) ( x u n+1 ) n Fig. 3. Finite element Timoshenko beam model. represented by the polynomial expressions of the form: u ¼ X8 i a i Z e i ; F ¼ X8 i b i Z e i ; ð3þ where a i ðxþ and b i ðxþ are cubic polynomial shape functions: a 1 ¼ b 2 ¼ð2 3x þ x 3 Þ=4; a 3 ¼ b 4 ¼ hð1 xþð1 x 2 Þ=8; a 5 ¼ b 6 ¼ð2 þ 3x x 3 Þ=4; a 7 ¼ b 8 ¼ hð1 þ xþð1 x 2 Þ=8; a 2 ¼ a 4 ¼ a 6 ¼ a 8 ¼ b 1 ¼ b 3 ¼ b 5 ¼ b 7 ¼ ; where h is the length of the beam element. By using the energy method, matrices of mass, stiffness and damping and a force vector for the each beam element can be expressed as follows. The stiffness matrix is given by k ij ¼ TGh 2 þ 2E h Z 1 1 Z 1 4 da i da j A r h 2 dx dx dx þ b ib j 2 h b da j i dx 2 h b da i j dx 1 db I i db j r dx dx dx þ h 2 Z 1 1 dx ð4þ k f a i a j dx; i; j ¼ 1; 2; y; 8; ð5þ where k ij is the component of stiffness matrix, A r is the cross-section area of the rail, E and G are the elastic modulus and shear modulus, respectively, I r isthe rail second moment of area, T isthe Timoshenko shear coefficient of the rail and k f is the foundation stiffness of the beam. The mass matrix is given by m ij ¼ rh Z ða r a i a j þ I r b 2 i b j Þ dx; i; j ¼ 1; 2; y; 8; ð6þ where m ij isthe component of the massmatrix and r isthe density of the rail material. The damping matrix is Z 1 c ij ¼ h c r a i a j dx; i; j ¼ 1; 2; y; 8; ð7þ 2 1 where c ij isthe component of the damping matrix and c r isthe foundation damping coefficient of the beam.
6 596 K. Hou et al. / Journal of Sound and Vibration 267 (23) The force vector is Z 1 F i ¼ h pðx; tþa i dx; i ¼ 1; 2; y; 8; ð8þ 2 1 where F i isthe force component of the force vector and p isthe distributed force on rail. The sleepers are simplified as Euler Bernoulli beams. The sleeper is modelled as a beam with six elements (7 nodes) in the cross-track direction. There are two d.o.f. (vertical displacement and bending angle) at each node on the sleeper. It is defined that the sleeper can rotate as a rigid body in the plane of longitudinal and vertical directions. Therefore another d.o.f. of a sleeper, a rotation angle, is added at the two nodes on the sleeper just under the rails. The rail pads are treated as distributed massless spring dampers inserted between the rails and sleepers. Ballast is also considered as a set of massless spring damper elements distributed between the sleepers and subgrade. The subgrade is assumed to form a rigid support. There are a total of 56 d.o.f. in one unit of the track. The number of units for the entire FE track model is determined by considering the distance effect of the wheel/rail interaction. If, at a point far from the wheel/rail contact, the displacement of the track isinsignificant, then that point isthe boundary of the track model. Normally, a distance of eight sleepers beyond the two wheel/rail contact points under the leading and trailing wheels is a good base for this model. In this paper the total length of the track is 2 sleepers. The unit matrices of mass, stiffness and damping are banded matrices with size 56 23, where 23 is the halfwidth of the matrix band. In order to solve the equations, global matrices of mass, stiffness and damping have to be established. If a 2-sleeper track is considered, 2 unit matrices should be installed into the global matrices. The size of the global matrices will be When the vehicle movesalong the track, the contact positionsare approaching the boundary of one end of the track. The effectsof the vehicle forcescan not be neglected at the approached boundary because the distance between the leading wheel and the boundary gets shorter and shorter. However, it is impossible for a model to have infinite track length. A cutting and merging method developed by Dong  isadapted in thisstudy. Thisisaccomplished by cutting a unit at the trailing end of the track and adding a new unit at the leading end of the track, after the vehicle has travelled a distance of one unit, as shown in Fig. 4. In thisway, only the effective part of the Cut Travel Distance Travel Direction Added K r K r K v C v Before cutting and merging C v K v K r K r K v C v After cutting and merging C v K v Cut length = Added length = Travel distance = Sleeper spacing Fig. 4. The cutting and merging method for a track model.
7 track iskept in the model and the vehicle isable to travel on the track indefinitely. High frequency displacement fluctuations may be introduced in the cutting and merging process. These disturbances can be satisfactorily minimized when viscous damping is imposed at both rail ends Wheel/rail contact model The adaptive wheel/rail contact model illustrated in Fig. 5 isused in thispaper. The wheel/rail contact is represented by a set of uniformly distributed linear springs that have the same stiffness. This model is equivalent to the Hertzian contact theory. Using Hertzian contact theory, the elastic deformation of the wheel and rail can be calculated. The elastic deformation caused by real wheel/ rail contact is assumed to be the same as the deformation caused by compression of a group of equidistantly distributed sub-springs under the same contact force. Since the contact force is known and the wheel/rail deformation is evaluated for the static case, the stiffness of the subsprings can be obtained. By solving the dynamic system, displacements of the wheel and rail can be obtained. An overlapped area between an undeformed wheel and rail isformed due to the displacementsof the wheel and rail. It is assumed that the area is the total deformation of the wheel and rail, and also is a compression distribution of the sub-springs. Then a contact force between wheel and rail can be calculated by summing the forces on all sub-springs, which are the products of the compressed heights and stiffness of the sub-springs Defects K. Hou et al. / Journal of Sound and Vibration 267 (23) This vehicle/track model can simulate many wheel/rail defects such as wheel flats, wheel shelling, out-of-round wheels, rails with crushed head, fatigue damaged rails, rail joints, surface roughness, corrugated wheels and rails, etc. In these cases, train speed and axle load can vary over a wide range. Because four wheels and both sides of the track are considered, different wheel and rail profilescan be applied to the solution. In this paper, only one defect case, the wheel flat, is investigated. The wheel flat can be represented as a circle with a chordal line, as shown in Fig. 6. The wheel profile can be P WHEEL RAIL Fig. 5. Adaptive wheel/rail contact model.
8 598 K. Hou et al. / Journal of Sound and Vibration 267 (23) R ϕ ϕ f mathematically expressed as L Fig. 6. Wheel flat model. 8 < R; jjjxj f ; r ¼ R cos j f : cos j ; jjjoj f ; ð9þ where r is the distance from the wheel surface to the wheel centre, R isthe wheel radius, j isthe angle co-ordinate, j f is half of the subtended angle of the flat and equal to sin 1 ðl=2rþ in which L isthe circumferential length of the flat. 3. Computer program The framework of the dynamic model issummarized in Fig. 7. The first task is to calculate the mass, stiffness and damping matrices for both the vehicle and the track after the individual parametersare read into the program. For caseswith defectson the wheelsor the railsor on both, the wheel and/or rail surface profiles should be entered in the program. The time step of the program is chosen according to the speed. A reference time step (Dt )is 1 5 s for a speed of 54 km/h. The higher the vehicle speed is, the shorter the step is. A linear formula is used to select the time step: Dt ¼ Dt V=54: ð1þ The reason to use such a short time step is to capture the high frequency dynamic responses from the vehicle/track system. The wheels move along the rails step by step. In each step, the contact forces are calculated first based on the vertical displacements of the wheels and rails and surface profiles, and then the two dynamic systems of the vehicle and the track are solved separately. After that the calculation moves forward to another step. When the requirement for wheel travel distance is reached, the program stops.
9 K. Hou et al. / Journal of Sound and Vibration 267 (23) Parameter Input Wheel/rail surface profiles Matrices for Vehicle Matrices for Track Static Calculation for Vehicle Static Calculation for Track Set beginning time (t=), time step ( t) and end time (t ) e Hertzian Contact Calculation Solve vehicle equations to compute displacements, forces, velocities and accelerations Solve track equations to compute displacements, forces, velocities and accelerations t+ t => t Yes t < t e No End Fig. 7. Flow diagram of computer program. 4. Results and discussions This asymmetrical vehicle/track model can be used to simulate many dynamic situations commonly seen in railway practice, such as steady state interaction, dynamic responses for wheel flat, wheel shelling, out-of-round wheels, top of rail fatigue, rail joints, wheel/rail corrugation, etc. Two cases, steady state interaction and a wheel flat on a leading wheel, are solved in this study to show the how the model works and what the model can do. The parameters used for the vehicle and track are given in Appendix A Steady state dynamic interaction The so-called steady state interaction is a situation in which the rails are perfectly smooth, the wheels have no defects, the vehicle structure is symmetric, and the track structure is uniform. The study of steady state interaction provides information on the minimum dynamic force that would be generated asa vehicle runson a track. Fig. 8 shows the displacements and dynamic forces of some components of the vehicle/track system in a steady state interaction when the vehicle travels on the track at a speed of 16 km/h.
10 6 K. Hou et al. / Journal of Sound and Vibration 267 (23) RAIL Speed = 16 km/s T1 T2 T3 T4 T5 DISPLACEMENT (mm) Rail Displacement Wheel Displacement DISPLACEMENT (mm) FORCE ON PAD (kn) Tc1 P1 T1 R1 Tc5 R5 T5 P5 CONTACT FORCE (kn) TRAVEL DISTANCE ( sleepers ) Fig. 8. Displacement of wheel, rail and sleepers, and wheel/rail contact force at the leading wheel contact point in the steady state interaction (T: sleeper, Tc: centre of sleeper, R: rail, P: pad). The displacements of the wheel and the rail at the contact point are illustrated in Fig. 8. The two curves have the same trend with small differences. The differences cause the dynamic contact forces. Fig. 8 also shows the displacement history of sleepers #1 and #5, the rail at the nodes supported by the sleepers and the centres of the sleepers when the vehicle is moving. There are two peaks on the curves because two wheelsets are taken into account. The leading wheel causes the first peak on the left side of the curves, and the trailing wheel causes the second peak on the right side of the curves. Fig. 8 shows that the deflections caused by the leading wheel are smaller than the deflectionscaused by the trailing wheel. The forceson the padsare also plotted in Fig. 8. The force magnitude isabout one third of the wheel/rail contact force in this case. The force history responds to the leading and trailing wheels as they pass over the sleepers. Fig. 9 illustrates several samples of dynamic contact force at the wheel-rail interface in a steady state interaction at different speeds. In the majority of cases, the primary periodic wavelength in the time history of the dynamic force was equal to the sleeper spacing (.6 m). This is obviously a result of the effect of the sleeper spacing. It is speculated that the spacing effect results primarily from the variation of overall track stiffness across each sleeper spacing. The wavelength, however, was surprisingly reduced to half of the sleeper spacing at 16 km/h (44 m/s). This interesting phenomenon may be explained from the analysis of the dynamic motions of the sleeper in the
11 K. Hou et al. / Journal of Sound and Vibration 267 (23) WHEEL/RAIL DYNAMIC FORCES (kn) Speed: 32 km/h Speed: 24 km/h Speed: 16 km/h Speed: 8 km/h TRAVEL DISTANCE (sleepers) Fig. 9. Wheel/rail dynamic forces at different speeds. vehicle track interaction. The track parameters of the sleeper used in the present study are basically the same as those used in a previous study , which reported that the rigid body resonant modes of the sleeper in the track were about 73 Hz. This frequency is almost exactly the same as the sleeper passing frequency (=vehicle speed/sleeper spacing) corresponding to 16 km/h. Clearly, the rigid resonant mode of the sleeper in the track was probably excited at this speed and caused the double waves in each sleeper spacing Dynamic interaction for one wheel flat It is assumed that only one wheel flat exists on the left leading wheel. The surface geometry is expressed by Eq. (9). The inputted irregularity function along with the system time history in terms of wheel/rail contact forces, displacement of sleepers, rails and wheels, forces on pads and ballast and rail acceleration are illustrated in Fig. 1. After the irregularity appears, the wheel is unloaded and the contact force quickly dropsto zero; the wheel movesdown and the rail risesup; the wheel loses contact with the rail for a short moment and then impacts on the rail. The impact force is larger than the static load and depends on the train speed and the size of the flat. The negative overlap of the wheel/rail displacements indicates that the wheel is separated from the rail on the wheel centreline. At the same time as the wheel impacts on the rail, the sleepers and ballast also suffer a high impact force. Even though the defect ison the left leading wheel, the impact affectsother wheelsthrough the wheel axlesand bogie. Fig. 11 exhibitsthe characteristicsof the effects. The impact on the left leading wheel results in impact and vibration on the left trailing wheel and oscillation of the wheelson the right side.
12 62 K. Hou et al. / Journal of Sound and Vibration 267 (23) WHEEL FLAT GEOMETRY (mm) WHEEL/RAIL FORCE (kn) WHEEL/RAIL DISPLACEMENT DIFFERENCE (mm) RAIL DISPLACEMENT UNDER LEADING LEFT WHEEL (mm) DISPLACEMENT OF LEADING LEFT WHEEL (mm) SLEEPER DISPLACEMENT (mm) PAD FORCE (kn) -1 BALLAST FORCE (kn) -1 2 RAIL ACCELERATION (km/s ) TIME (ms) Fig. 1. Responses of forces and displacements to the wheel flat. The characteristic of the rail acceleration is unique in comparison to other variables, as shown in Fig. 1. A very sharp acceleration peak in its time history occurs at the moment when the wheel hits the rail. Because the rail mass is much smaller than wheel mass, the rail acceleration is very sensitive to impact due to wheel/rail irregularities. This principle is used in commercial wheel impact detection devices. 5. Conclusions A finite element time-domain model for vehicle/track dynamic interaction isproposed in this paper. The model can solve the comprehensive vehicle/track dynamic problem in the time domain. All forces, displacements, velocities and accelerations of all simulated vehicle/track components can be evaluated, and the dynamic responses to wheel/rail interaction can be determined with the computer program. The solution of the wheel flat case reveals that the wheel/rail impact on one rail significantly affectsthe wheel/rail interaction on the other side of the track.
13 K. Hou et al. / Journal of Sound and Vibration 267 (23) WHEEL/RAIL INTERACTION FORCES (kn) Leading Left Wheel Trailing Left Wheel Leading Right Wheel Trailing Right Wheel TIME (ms) Fig. 11. Contact forcesat four contact points. Since forces and displacements of whole systems can be calculated with the computer model, the model can be used to do further vibration and noise analysis for vehicle/track components. Appendix A. Parameters for the example cases Track Rail RE 136 Timoshenko shear coefficient of the rail.34 Sleeper spacing.669 m Length of the sleeper 2.36 m Sleeper mass 18 kg Pad stiffness (per node) 2 MN/m Ballast stiffness (per sleeper) 4 MN/m Pad damping (per node) 3 kn s/m Ballast damping (per sleeper) 5 kn s/m Vehicle Wheelset mass 13 kg Wheelset moment of inertia 1 kg m 2 Bogie mass 5 kg Bogie rotational moment 176 kg m 2 Car body mass (half vehicle) 56,9 kg Wheelset axle spacing m Stiffness of the primary suspension 788 MN/m Stiffness of the secondary suspension 6.11 MN/m
14 64 K. Hou et al. / Journal of Sound and Vibration 267 (23) Damping of the primary suspension Damping of the secondary suspension 3.5 kn s/m 15.8 kn s/m References  K.L. Knothe, S.L. Grassie, Modelling of railway track vehicle/track interaction at high frequency, Vehicle System Dynamics 22 (1993)  S. Timoshenko, Method of analysis of statical and dynamical stresses in rail, Proceedings of Second International Congress for Applied Mechanics, 1926, pp  Y. Sato, Study on high frequency vibration in track operated with high-speed trains, Quarterly Report of RTRI 24 (2) (1977)  S.L. Grassie, R.W. Gregory, D. Harrison, K.L. Johnson, The dynamic response of railway track to high frequency vertical excitation, Journal of Mechanical Engineering Science 24 (1982)  D.J. Thompson, Wheel-rail Noise: Theoretical Modelling of the Generation of Vibrations, Ph.D. Thesis, University of Southampton 199.  Z. Cai, G.P. Raymond, Theoretical model for dynamic wheel/rail and track interaction, Proceedings of 1th International Wheelset Congress, 1992, pp  J.C.O. Nielsen, Train/track Interaction, Coupling of Moving, Stationary Dynamic Systems Theoretical and Experimental Analysis of Railway Structures Considering Wheel and Track Imperfections, Ph.D. Thesis, ChalmersUniversity of Technology  J.C.O. Nielsen, A. Igeland, Vertical dynamic interaction between train and track influence of wheel and track imperfections, Journal of Sound and Vibration 187 (5) (1995)  R.G. Dong, Vertical Dynamics of Railway Vehicle-track System, Ph.D.Thesis, Concordia University  R.G. Dong, S. Sankar, R.V. Dukkipati, A finite element model of railway track and itsapplication to wheel flat problem, Proceedings of the Institution of Mechanical Engineers 28, Part F, 1994, pp  W. Zhai, X. Sun, A detailed model for investigating vertical interaction between railway vehicle and track, Vehicle System Dynamics 23 (1994)  R.G. Dong, S. Sankar, The characteristics of impact loads due to wheel tread defects, Rail Transportation Division, American Society of Mechanical Engineers 8 (1994) 23 3.
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