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Unilateral contact

In contact mechanics, the term unilateral contact, also called unilateral constraint, denotes a mechanical constraint which prevents penetration between two rigid/flexible bodies. Constraints of this kind are omnipresent in non-smooth multibody dynamics applications, such as granular flows,[1] legged robot, vehicle dynamics, particle damping, imperfect joints,[2] or rocket landings. In these applications, the unilateral constraints result in impacts happening, therefore requiring suitable methods to deal with such constraints.

Modelling of the unilateral constraints edit

There are mainly two kinds of methods to model the unilateral constraints. The first kind is based on smooth contact dynamics, including methods using Hertz's models, penalty methods, and some regularization force models, while the second kind is based on the non-smooth contact dynamics, which models the system with unilateral contacts as variational inequalities.

Smooth contact dynamics edit

 
Hertz contact model

In this method, normal forces generated by the unilateral constraints are modelled according to the local material properties of bodies. In particular, contact force models are derived from continuum mechanics, and expressed as functions of the gap and the impact velocity of bodies. As an example, an illustration of the classic Hertz contact model is shown in the figure on the right. In such model, the contact is explained by the local deformation of bodies. More contact models can be found in some review scientific works[3][4][5] or in the article dedicated to contact mechanics.

Non-smooth contact dynamics edit

In non-smooth method, unilateral interactions between bodies are fundamentally modelled by the Signorini condition[6] for non-penetration, and impact laws are used to define the impact process.[7] The Signorini condition can be expressed as the complementarity problem:

 ,

where   denotes the distance between two bodies and   denotes the contact force generated by the unilateral constraints, as shown in the figure below. Moreover, in terms of the concept of proximal point of convex theory, the Signorini condition can be equivalently expressed[6][8] as:

 ,

where   denotes an auxiliary parameter, and   represents the proximal point in the set   to the variable  ,[9] defined as:

 .

Both the expressions above represent the dynamic behaviour of unilateral constraints: on the one hand, when the normal distance   is above zero, the contact is open, which means that there is no contact force between bodies,  ; on the other hand, when the normal distance   is equal to zero, the contact is closed, resulting in  .

 
Figure 2: a) unilateral contact, b) the Signorini graph, c) continuum mechanics based model

When implementing non-smooth theory based methods, the velocity Signorini condition or the acceleration Signorini condition are actually employed in most cases. The velocity Signorini condition is expressed as:[6][10]

 ,

where   denotes the relative normal velocity after impact. The velocity Signorini condition should be understood together with the previous conditions  . The acceleration Signorini condition is considered under closed contact ( ), as:[8]

 ,

where the overdots denote the second-order derivative with respect to time.

When using this method for unilateral constraints between two rigid bodies, the Signorini condition alone is not enough to model the impact process, so impact laws, which give the information about the states before and after the impact,[6] are also required. For example, when the Newton restitution law is employed, a coefficient of restitution will be defined as:  , where  denotes the relative normal velocity before impact.

Frictional unilateral constraints edit

For frictional unilateral constraints, the normal contact forces are modelled by one of the methods above, while the friction forces are commonly described by means of Coulomb's friction law. Coulomb's friction law can be expressed as follows: when the tangential velocity   is not equal to zero, namely when the two bodies are sliding, the friction force   is proportional to the normal contact force  ; when instead the tangential velocity   is equal to zero, namely when the two bodies are relatively steady, the friction force   is no more than the maximum of the static friction force. This relationship can be summarised using the maximum dissipation principle,[6] as

 

where

 

represents the friction cone, and   denotes the kinematic friction coefficient. Similarly to the normal contact force, the formulation above can be equivalently expressed in terms of the notion of proximal point as:[6]

 ,

where   denotes an auxiliary parameter.

Solution techniques edit

If the unilateral constraints are modelled by the continuum mechanics based contact models, the contact forces can be computed directly through an explicit mathematical formula, that depends on the contact model of choice. If instead the non-smooth theory based method is employed, there are two main formulations for the solution of the Signorini conditions: the nonlinear/linear complementarity problem (N/LCP) formulation and the augmented Lagrangian formulation. With respect to the solution of contact models, the non-smooth method is more tedious, but less costly from the computational viewpoint. A more detailed comparison of solution methods using contact models and non-smooth theory was carried out by Pazouki et al.[11]

N/LCP formulations edit

Following this approach, the solution of dynamics equations with unilateral constraints is transformed into the solution of N/LCPs. In particular, for frictionless unilateral constraints or unilateral constraints with planar friction, the problem is transformed into LCPs, while for frictional unilateral constraints, the problem is transformed into NCPs. To solve LCPs, the pivoting algorithm, originating from the algorithm of Lemek and Dantzig, is the most popular method.[8] Unfortunately, however, numerical experiments show that the pivoting algorithm may fail when handling systems with a large number of unilateral contacts, even using the best optimizations.[12] For NCPs, using a polyhedral approximation can transform the NCPs into a set of LCPs, which can then be solved by the LCP solver.[13] Other approaches beyond these methods, such NCP-functions[14][15][16] or cone complementarity problems (CCP) based methods[17][18] are also employed to solve NCPs.

Augmented Lagrangian formulation edit

Different from the N/LCP formulations, the augmented Lagrangian formulation uses the proximal functions described above,  . Together with dynamics equations, this formulation is solved by means of root-finding algorithms. A comparative study between LCP formulations and the augmented Lagrangian formulation was carried out by Mashayekhi et al.[9]

See also edit

References edit

  1. ^ Anitescu, Mihai; Tasora, Alessandro (26 November 2008). "An iterative approach for cone complementarity problems for nonsmooth dynamics" (PDF). Computational Optimization and Applications. 47 (2): 207–235. doi:10.1007/s10589-008-9223-4. S2CID 1107494.
  2. ^ Flores, Paulo (7 March 2010). "A parametric study on the dynamic response of planar multibody systems with multiple clearance joints" (PDF). Nonlinear Dynamics. 61 (4): 633–653. doi:10.1007/s11071-010-9676-8. hdl:1822/23520. S2CID 92980088.
  3. ^ Machado, Margarida; Moreira, Pedro; Flores, Paulo; Lankarani, Hamid M. (July 2012). "Compliant contact force models in multibody dynamics: Evolution of the Hertz contact theory". Mechanism and Machine Theory. 53: 99–121. doi:10.1016/j.mechmachtheory.2012.02.010. hdl:1822/19623.
  4. ^ Gilardi, G.; Sharf, I. (October 2002). "Literature survey of contact dynamics modelling". Mechanism and Machine Theory. 37 (10): 1213–1239. doi:10.1016/S0094-114X(02)00045-9.
  5. ^ Alves, Janete; Peixinho, Nuno; da Silva, Miguel Tavares; Flores, Paulo; Lankarani, Hamid M. (March 2015). "A comparative study of the viscoelastic constitutive models for frictionless contact interfaces in solids". Mechanism and Machine Theory. 85: 172–188. doi:10.1016/j.mechmachtheory.2014.11.020. hdl:1822/31823.
  6. ^ a b c d e f Jean, M. (July 1999). "The non-smooth contact dynamics method" (PDF). Computer Methods in Applied Mechanics and Engineering. 177 (3–4): 235–257. Bibcode:1999CMAME.177..235J. doi:10.1016/S0045-7825(98)00383-1. S2CID 120827881.
  7. ^ Pfeiffer, Friedrich (14 March 2012). "On non-smooth multibody dynamics". Proceedings of the Institution of Mechanical Engineers, Part K: Journal of Multi-body Dynamics. 226 (2): 147–177. doi:10.1177/1464419312438487. S2CID 123605632.
  8. ^ a b c Pfeiffer, Friedrich; Foerg, Martin; Ulbrich, Heinz (October 2006). "Numerical aspects of non-smooth multibody dynamics". Computer Methods in Applied Mechanics and Engineering. 195 (50–51): 6891–6908. Bibcode:2006CMAME.195.6891P. doi:10.1016/j.cma.2005.08.012.
  9. ^ a b Jalali Mashayekhi, Mohammad; Kövecses, József (August 2017). "A comparative study between the augmented Lagrangian method and the complementarity approach for modeling the contact problem". Multibody System Dynamics. 40 (4): 327–345. doi:10.1007/s11044-016-9510-2. ISSN 1384-5640. S2CID 123789094.
  10. ^ Tasora, A.; Anitescu, M. (January 2011). "A matrix-free cone complementarity approach for solving large-scale, nonsmooth, rigid body dynamics". Computer Methods in Applied Mechanics and Engineering. 200 (5–8): 439–453. Bibcode:2011CMAME.200..439T. doi:10.1016/j.cma.2010.06.030.
  11. ^ Pazouki, Arman; Kwarta, Michał; Williams, Kyle; Likos, William; Serban, Radu; Jayakumar, Paramsothy; Negrut, Dan (2017-10-13). "Compliant contact versus rigid contact: A comparison in the context of granular dynamics". Physical Review E. 96 (4): 042905. Bibcode:2017PhRvE..96d2905P. doi:10.1103/PhysRevE.96.042905. ISSN 2470-0045. PMID 29347540.
  12. ^ Anitescu, Mihai; Tasora, Alessandro (26 November 2008). "An iterative approach for cone complementarity problems for nonsmooth dynamics" (PDF). Computational Optimization and Applications. 47 (2): 207–235. doi:10.1007/s10589-008-9223-4. S2CID 1107494.
  13. ^ Xu, Ziyao; Wang, Qi; Wang, Qingyun (December 2017). "Numerical method for dynamics of multi-body systems with two-dimensional Coulomb dry friction and nonholonomic constraints". Applied Mathematics and Mechanics. 38 (12): 1733–1752. doi:10.1007/s10483-017-2285-8. ISSN 0253-4827. S2CID 125402414.
  14. ^ Stavroulakis, G.E.; Antes, H. (2000). "Nonlinear equation approach for inequality elastostatics: a two-dimensional BEM implementation". Computers and Structures. 75 (6): 631–646. doi:10.1016/S0045-7949(99)00111-X.
  15. ^ Mangasarian, O. L. (July 1976). "Equivalence of the Complementarity Problem to a System of Nonlinear Equations". SIAM Journal on Applied Mathematics. 31 (1): 89–92. doi:10.1137/0131009. ISSN 0036-1399.
  16. ^ Fischer, A. (January 1992). "A special newton-type optimization method". Optimization. 24 (3–4): 269–284. doi:10.1080/02331939208843795. ISSN 0233-1934.
  17. ^ Melanz, Daniel; Fang, Luning; Jayakumar, Paramsothy; Negrut, Dan (June 2017). "A comparison of numerical methods for solving multibody dynamics problems with frictional contact modeled via differential variational inequalities". Computer Methods in Applied Mechanics and Engineering. 320: 668–693. Bibcode:2017CMAME.320..668M. doi:10.1016/j.cma.2017.03.010.
  18. ^ Negrut, Dan; Serban, Radu; Tasora, Alessandro (2018-01-01). "Posing Multibody Dynamics With Friction and Contact as a Differential Complementarity Problem". Journal of Computational and Nonlinear Dynamics. 13 (1): 014503. doi:10.1115/1.4037415. ISSN 1555-1415.

Further reading edit

Open-source software edit

Open-source codes and non-commercial packages using the non-smooth based method:

  • Siconos – Open source scientific software for modeling non-smooth dynamical systems
  • Chrono, an open source multi-physics simulation engine, see also project website

Books and articles edit

  • Acary V., Brogliato B. Numerical Methods for Nonsmooth Dynamical Systems. Applications in Mechanics and Electronics. Springer Verlag, LNACM 35, Heidelberg, 2008.
  • Brogliato B. Nonsmooth Mechanics. Communications and Control Engineering Series Springer-Verlag, London, 1999 (2dn Ed.)
  • Demyanov, V.F., Stavroulakis, G.E., Polyakova, L.N., Panagiotopoulos, P.D. "Quasidifferentiability and Nonsmooth Modelling in Mechanics, Engineering and Economics" Springer 1996
  • Glocker, Ch. Dynamik von Starrkoerpersystemen mit Reibung und Stoessen, volume 18/182 of VDI Fortschrittsberichte Mechanik/Bruchmechanik. VDI Verlag, Düsseldorf, 1995
  • Glocker Ch. and Studer C. Formulation and preparation for Numerical Evaluation of Linear Complementarity Systems. Multibody System Dynamics 13(4):447-463, 2005
  • Jean M. The non-smooth contact dynamics method. Computer Methods in Applied mechanics and Engineering 177(3-4):235-257, 1999
  • Moreau J.J. Unilateral Contact and Dry Friction in Finite Freedom Dynamics, volume 302 of Non-smooth Mechanics and Applications, CISM Courses and Lectures. Springer, Wien, 1988
  • Pfeiffer F., Foerg M. and Ulbrich H. Numerical aspects of non-smooth multibody dynamics. Comput. Methods Appl. Mech. Engrg 195(50-51):6891-6908, 2006
  • Potra F.A., Anitescu M., Gavrea B. and Trinkle J. A linearly implicit trapezoidal method for integrating stiff multibody dynamics with contacts, joints and friction. Int. J. Numer. Meth. Engng 66(7):1079-1124, 2006
  • Stewart D.E. and Trinkle J.C. An Implicit Time-Stepping Scheme for Rigid Body Dynamics with Inelastic Collisions and Coulomb Friction. Int. J. Numer. Methods Engineering 39(15):2673-2691, 1996
  • Studer C. Augmented time-stepping integration of non-smooth dynamical systems, PhD Thesis ETH Zurich, ETH E-Collection, to appear 2008
  • Studer C. Numerics of Unilateral Contacts and Friction -- Modeling and Numerical Time Integration in Non-Smooth Dynamics, Lecture Notes in Applied and Computational Mechanics, Volume 47, Springer, Berlin, Heidelberg, 2009

unilateral, contact, contact, mechanics, term, unilateral, contact, also, called, unilateral, constraint, denotes, mechanical, constraint, which, prevents, penetration, between, rigid, flexible, bodies, constraints, this, kind, omnipresent, smooth, multibody, . In contact mechanics the term unilateral contact also called unilateral constraint denotes a mechanical constraint which prevents penetration between two rigid flexible bodies Constraints of this kind are omnipresent in non smooth multibody dynamics applications such as granular flows 1 legged robot vehicle dynamics particle damping imperfect joints 2 or rocket landings In these applications the unilateral constraints result in impacts happening therefore requiring suitable methods to deal with such constraints Contents 1 Modelling of the unilateral constraints 1 1 Smooth contact dynamics 1 2 Non smooth contact dynamics 1 3 Frictional unilateral constraints 2 Solution techniques 2 1 N LCP formulations 2 2 Augmented Lagrangian formulation 3 See also 4 References 5 Further reading 5 1 Open source software 5 2 Books and articlesModelling of the unilateral constraints editThere are mainly two kinds of methods to model the unilateral constraints The first kind is based on smooth contact dynamics including methods using Hertz s models penalty methods and some regularization force models while the second kind is based on the non smooth contact dynamics which models the system with unilateral contacts as variational inequalities Smooth contact dynamics edit See also Contact mechanics nbsp Hertz contact model In this method normal forces generated by the unilateral constraints are modelled according to the local material properties of bodies In particular contact force models are derived from continuum mechanics and expressed as functions of the gap and the impact velocity of bodies As an example an illustration of the classic Hertz contact model is shown in the figure on the right In such model the contact is explained by the local deformation of bodies More contact models can be found in some review scientific works 3 4 5 or in the article dedicated to contact mechanics Non smooth contact dynamics edit See also Contact dynamics Non smooth approach In non smooth method unilateral interactions between bodies are fundamentally modelled by the Signorini condition 6 for non penetration and impact laws are used to define the impact process 7 The Signorini condition can be expressed as the complementarity problem g 0 l 0 l g displaystyle g geq 0 quad lambda geq 0 quad lambda perp g nbsp where g displaystyle g nbsp denotes the distance between two bodies and l displaystyle lambda nbsp denotes the contact force generated by the unilateral constraints as shown in the figure below Moreover in terms of the concept of proximal point of convex theory the Signorini condition can be equivalently expressed 6 8 as l p r o j R l r g displaystyle lambda rm proj mathbb R lambda rho g nbsp where r gt 0 displaystyle rho gt 0 nbsp denotes an auxiliary parameter and p r o j C x displaystyle rm proj bf C x nbsp represents the proximal point in the set C displaystyle C nbsp to the variable x displaystyle x nbsp 9 defined as p r o j C x a r g m i n y C y x displaystyle rm proj bf C x rm argmin y in C y x nbsp Both the expressions above represent the dynamic behaviour of unilateral constraints on the one hand when the normal distance g N displaystyle g rm N nbsp is above zero the contact is open which means that there is no contact force between bodies l 0 displaystyle lambda 0 nbsp on the other hand when the normal distance g N displaystyle g rm N nbsp is equal to zero the contact is closed resulting in l 0 displaystyle lambda geq 0 nbsp nbsp Figure 2 a unilateral contact b the Signorini graph c continuum mechanics based modelWhen implementing non smooth theory based methods the velocity Signorini condition or the acceleration Signorini condition are actually employed in most cases The velocity Signorini condition is expressed as 6 10 U N 0 l 0 U l 0 displaystyle U rm N geq 0 quad lambda geq 0 quad U lambda 0 nbsp where U N displaystyle U rm N nbsp denotes the relative normal velocity after impact The velocity Signorini condition should be understood together with the previous conditions g 0 l 0 l g displaystyle g geq 0 lambda geq 0 lambda perp g nbsp The acceleration Signorini condition is considered under closed contact g 0 U N 0 displaystyle g 0 U rm N 0 nbsp as 8 g 0 l 0 g l 0 displaystyle ddot g geq 0 quad lambda geq 0 quad ddot g lambda 0 nbsp where the overdots denote the second order derivative with respect to time When using this method for unilateral constraints between two rigid bodies the Signorini condition alone is not enough to model the impact process so impact laws which give the information about the states before and after the impact 6 are also required For example when the Newton restitution law is employed a coefficient of restitution will be defined as e U N U N displaystyle e U rm N U rm N nbsp where U N displaystyle U rm N nbsp denotes the relative normal velocity before impact Frictional unilateral constraints edit For frictional unilateral constraints the normal contact forces are modelled by one of the methods above while the friction forces are commonly described by means of Coulomb s friction law Coulomb s friction law can be expressed as follows when the tangential velocity U T displaystyle U rm T nbsp is not equal to zero namely when the two bodies are sliding the friction force l T displaystyle lambda rm T nbsp is proportional to the normal contact force l displaystyle lambda nbsp when instead the tangential velocity U T displaystyle U rm T nbsp is equal to zero namely when the two bodies are relatively steady the friction force l T displaystyle lambda rm T nbsp is no more than the maximum of the static friction force This relationship can be summarised using the maximum dissipation principle 6 asl T D m l S D m l S l T U T 0 displaystyle lambda rm T in D mu lambda forall S in D mu lambda S lambda rm T U rm T geq 0 nbsp whereD m l x m l x m l displaystyle D mu lambda forall x mu lambda leq x leq mu lambda nbsp represents the friction cone and m displaystyle mu nbsp denotes the kinematic friction coefficient Similarly to the normal contact force the formulation above can be equivalently expressed in terms of the notion of proximal point as 6 l T p r o j D m l l T r U T displaystyle lambda rm T rm proj D mu lambda lambda T rho U rm T nbsp where r gt 0 displaystyle rho gt 0 nbsp denotes an auxiliary parameter Solution techniques editIf the unilateral constraints are modelled by the continuum mechanics based contact models the contact forces can be computed directly through an explicit mathematical formula that depends on the contact model of choice If instead the non smooth theory based method is employed there are two main formulations for the solution of the Signorini conditions the nonlinear linear complementarity problem N LCP formulation and the augmented Lagrangian formulation With respect to the solution of contact models the non smooth method is more tedious but less costly from the computational viewpoint A more detailed comparison of solution methods using contact models and non smooth theory was carried out by Pazouki et al 11 N LCP formulations edit Following this approach the solution of dynamics equations with unilateral constraints is transformed into the solution of N LCPs In particular for frictionless unilateral constraints or unilateral constraints with planar friction the problem is transformed into LCPs while for frictional unilateral constraints the problem is transformed into NCPs To solve LCPs the pivoting algorithm originating from the algorithm of Lemek and Dantzig is the most popular method 8 Unfortunately however numerical experiments show that the pivoting algorithm may fail when handling systems with a large number of unilateral contacts even using the best optimizations 12 For NCPs using a polyhedral approximation can transform the NCPs into a set of LCPs which can then be solved by the LCP solver 13 Other approaches beyond these methods such NCP functions 14 15 16 or cone complementarity problems CCP based methods 17 18 are also employed to solve NCPs Augmented Lagrangian formulation edit Different from the N LCP formulations the augmented Lagrangian formulation uses the proximal functions described above l p r o j R l r g displaystyle lambda rm proj mathbb R lambda rho g nbsp Together with dynamics equations this formulation is solved by means of root finding algorithms A comparative study between LCP formulations and the augmented Lagrangian formulation was carried out by Mashayekhi et al 9 See also editMultibody dynamics Tool to study dynamic behavior of interconnected rigid or flexible bodiesPages displaying short descriptions of redirect targets contact dynamics Motion of multibody systems contact mechanics Study of the deformation of solids that touch each other discrete element method Numerical methods for computing the motion and effect of a large number of small particles Non smooth mechanics Modeling approach in mechanics Collision response Variational inequalitiesReferences edit Anitescu Mihai Tasora Alessandro 26 November 2008 An iterative approach for cone complementarity problems for nonsmooth dynamics PDF Computational Optimization and Applications 47 2 207 235 doi 10 1007 s10589 008 9223 4 S2CID 1107494 Flores Paulo 7 March 2010 A parametric study on the dynamic response of planar multibody systems with multiple clearance joints PDF Nonlinear Dynamics 61 4 633 653 doi 10 1007 s11071 010 9676 8 hdl 1822 23520 S2CID 92980088 Machado Margarida Moreira Pedro Flores Paulo Lankarani Hamid M July 2012 Compliant contact force models in multibody dynamics Evolution of the Hertz contact theory Mechanism and Machine Theory 53 99 121 doi 10 1016 j mechmachtheory 2012 02 010 hdl 1822 19623 Gilardi G Sharf I October 2002 Literature survey of contact dynamics modelling Mechanism and Machine Theory 37 10 1213 1239 doi 10 1016 S0094 114X 02 00045 9 Alves Janete Peixinho Nuno da Silva Miguel Tavares Flores Paulo Lankarani Hamid M March 2015 A comparative study of the viscoelastic constitutive models for frictionless contact interfaces in solids Mechanism and Machine Theory 85 172 188 doi 10 1016 j mechmachtheory 2014 11 020 hdl 1822 31823 a b c d e f Jean M July 1999 The non smooth contact dynamics method PDF Computer Methods in Applied Mechanics and Engineering 177 3 4 235 257 Bibcode 1999CMAME 177 235J doi 10 1016 S0045 7825 98 00383 1 S2CID 120827881 Pfeiffer Friedrich 14 March 2012 On non smooth multibody dynamics Proceedings of the Institution of Mechanical Engineers Part K Journal of Multi body Dynamics 226 2 147 177 doi 10 1177 1464419312438487 S2CID 123605632 a b c Pfeiffer Friedrich Foerg Martin Ulbrich Heinz October 2006 Numerical aspects of non smooth multibody dynamics Computer Methods in Applied Mechanics and Engineering 195 50 51 6891 6908 Bibcode 2006CMAME 195 6891P doi 10 1016 j cma 2005 08 012 a b Jalali Mashayekhi Mohammad Kovecses Jozsef August 2017 A comparative study between the augmented Lagrangian method and the complementarity approach for modeling the contact problem Multibody System Dynamics 40 4 327 345 doi 10 1007 s11044 016 9510 2 ISSN 1384 5640 S2CID 123789094 Tasora A Anitescu M January 2011 A matrix free cone complementarity approach for solving large scale nonsmooth rigid body dynamics Computer Methods in Applied Mechanics and Engineering 200 5 8 439 453 Bibcode 2011CMAME 200 439T doi 10 1016 j cma 2010 06 030 Pazouki Arman Kwarta Michal Williams Kyle Likos William Serban Radu Jayakumar Paramsothy Negrut Dan 2017 10 13 Compliant contact versus rigid contact A comparison in the context of granular dynamics Physical Review E 96 4 042905 Bibcode 2017PhRvE 96d2905P doi 10 1103 PhysRevE 96 042905 ISSN 2470 0045 PMID 29347540 Anitescu Mihai Tasora Alessandro 26 November 2008 An iterative approach for cone complementarity problems for nonsmooth dynamics PDF Computational Optimization and Applications 47 2 207 235 doi 10 1007 s10589 008 9223 4 S2CID 1107494 Xu Ziyao Wang Qi Wang Qingyun December 2017 Numerical method for dynamics of multi body systems with two dimensional Coulomb dry friction and nonholonomic constraints Applied Mathematics and Mechanics 38 12 1733 1752 doi 10 1007 s10483 017 2285 8 ISSN 0253 4827 S2CID 125402414 Stavroulakis G E Antes H 2000 Nonlinear equation approach for inequality elastostatics a two dimensional BEM implementation Computers and Structures 75 6 631 646 doi 10 1016 S0045 7949 99 00111 X Mangasarian O L July 1976 Equivalence of the Complementarity Problem to a System of Nonlinear Equations SIAM Journal on Applied Mathematics 31 1 89 92 doi 10 1137 0131009 ISSN 0036 1399 Fischer A January 1992 A special newton type optimization method Optimization 24 3 4 269 284 doi 10 1080 02331939208843795 ISSN 0233 1934 Melanz Daniel Fang Luning Jayakumar Paramsothy Negrut Dan June 2017 A comparison of numerical methods for solving multibody dynamics problems with frictional contact modeled via differential variational inequalities Computer Methods in Applied Mechanics and Engineering 320 668 693 Bibcode 2017CMAME 320 668M doi 10 1016 j cma 2017 03 010 Negrut Dan Serban Radu Tasora Alessandro 2018 01 01 Posing Multibody Dynamics With Friction and Contact as a Differential Complementarity Problem Journal of Computational and Nonlinear Dynamics 13 1 014503 doi 10 1115 1 4037415 ISSN 1555 1415 Further reading editOpen source software edit Open source codes and non commercial packages using the non smooth based method Siconos Open source scientific software for modeling non smooth dynamical systems Chrono an open source multi physics simulation engine see also project website Books and articles edit Acary V Brogliato B Numerical Methods for Nonsmooth Dynamical Systems Applications in Mechanics and Electronics Springer Verlag LNACM 35 Heidelberg 2008 Brogliato B Nonsmooth Mechanics Communications and Control Engineering Series Springer Verlag London 1999 2dn Ed Demyanov V F Stavroulakis G E Polyakova L N Panagiotopoulos P D Quasidifferentiability and Nonsmooth Modelling in Mechanics Engineering and Economics Springer 1996 Glocker Ch Dynamik von Starrkoerpersystemen mit Reibung und Stoessen volume 18 182 of VDI Fortschrittsberichte Mechanik Bruchmechanik VDI Verlag Dusseldorf 1995 Glocker Ch and Studer C Formulation and preparation for Numerical Evaluation of Linear Complementarity Systems Multibody System Dynamics 13 4 447 463 2005 Jean M The non smooth contact dynamics method Computer Methods in Applied mechanics and Engineering 177 3 4 235 257 1999 Moreau J J Unilateral Contact and Dry Friction in Finite Freedom Dynamics volume 302 of Non smooth Mechanics and Applications CISM Courses and Lectures Springer Wien 1988 Pfeiffer F Foerg M and Ulbrich H Numerical aspects of non smooth multibody dynamics Comput Methods Appl Mech Engrg 195 50 51 6891 6908 2006 Potra F A Anitescu M Gavrea B and Trinkle J A linearly implicit trapezoidal method for integrating stiff multibody dynamics with contacts joints and friction Int J Numer Meth Engng 66 7 1079 1124 2006 Stewart D E and Trinkle J C An Implicit Time Stepping Scheme for Rigid Body Dynamics with Inelastic Collisions and Coulomb Friction Int J Numer Methods Engineering 39 15 2673 2691 1996 Studer C Augmented time stepping integration of non smooth dynamical systems PhD Thesis ETH Zurich ETH E Collection to appear 2008 Studer C Numerics of Unilateral Contacts and Friction Modeling and Numerical Time Integration in Non Smooth Dynamics Lecture Notes in Applied and Computational Mechanics Volume 47 Springer Berlin Heidelberg 2009 Retrieved from https en wikipedia org w index php title Unilateral contact amp oldid 1148923251, wikipedia, wiki, book, books, library,

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