A review of structure-preserving numerical methods for engineering applications
Authors
Harsh Sharma, Mayuresh Patil, Craig Woolsey
Abstract
Accurate numerical simulation of dynamical systems is essential in applications ranging from particle physics to geophysical fluid flow to space hazard analysis. However, most traditional numerical methods do not account for the underlying geometric structure of the physical system, leading to simulation results that may suggest nonphysical behavior. The field of geometric numerical integration (GNI) is concerned with numerical methods that respect the fundamental physics of a problem by preserving the geometric properties of the governing differential equations. Research over the past two decades has produced GNI methods that are so accurate that they are now used for benchmarking purposes for long-time simulation of conservative dynamical systems. However, their utility for large-scale engineering problems is still an open question. This paper presents a review of structure-preserving numerical methods with focus on their engineering applications. The purpose of this paper is to provide an overview of different classes of GNI methods for mechanical systems while providing a survey of practical examples from numerical simulation of realistic engineering problems.
Keywords
Structure-preserving numerical methods; Engineering applications; Geometric numerical integration; Variational integrators; Energy–momentum integrators; Lie group methods
Citation
- Journal: Computer Methods in Applied Mechanics and Engineering
- Year: 2020
- Volume: 366
- Issue:
- Pages: 113067
- Publisher: Elsevier BV
- DOI: 10.1016/j.cma.2020.113067
BibTeX
@article{Sharma_2020,
title={{A review of structure-preserving numerical methods for engineering applications}},
volume={366},
ISSN={0045-7825},
DOI={10.1016/j.cma.2020.113067},
journal={Computer Methods in Applied Mechanics and Engineering},
publisher={Elsevier BV},
author={Sharma, Harsh and Patil, Mayuresh and Woolsey, Craig},
year={2020},
pages={113067}
}References
- Marsden, (2013)
- Holm, (2009)
- Lee, (2017)
- Doolin, (2013)
- Boothby, (1986)
- Newton, (1833)
- Lagrange, Application de la méthode exposée dans le mémoire précédent à la solution des problèmes de dynamique différents. (1762)
- Lagrange, (1853)
- Hamilton, (1834)
- Hamilton, VII. Second essay on a general method in dynamics. Philos. Trans. R. Soc. Lond. (1835)
- Marsden JE, Pekarsky S, Shkoller S, West M (2001) Variational methods, multisymplectic geometry and continuum mechanics. Journal of Geometry and Physics 38(3-4):253–284. https://doi.org/10.1016/s0393-0440(00)00066-8 – 10.1016/s0393-0440(00)00066-8
- Goldstein, (1980)
- Noether, Invariante variations probleme, Nachr. Ges. Wiss. Gottingen Math.-Phys. Kl. (1918)
- Newton, (2013)
- Abraham, (1978)
- Bloch AM, Krishnaprasad PS, Marsden JE, Murray RM (1996) Nonholonomic mechanical systems with symmetry. Arch Rational Mech Anal 136(1):21–99. https://doi.org/10.1007/bf02199365 – 10.1007/bf02199365
- Marsden, (1990)
- Fetecau RC, Marsden JE, Ortiz M, West M (2003) Nonsmooth Lagrangian Mechanics and Variational Collision Integrators. SIAM J Appl Dyn Syst 2(3):381–416. https://doi.org/10.1137/s1111111102406038 – 10.1137/s1111111102406038
- Lázaro-Camí, (2007)
- Bismut, Mécanique aléatoire. (1982)
- Bou-Rabee N, Owhadi H (2008) Stochastic variational integrators. IMA Journal of Numerical Analysis 29(2):421–443. https://doi.org/10.1093/imanum/drn018 – 10.1093/imanum/drn018
- Gotay, (2004)
- Marsden JE, Patrick GW, Shkoller S (1998) Multisymplectic Geometry, Variational Integrators, and Nonlinear PDEs. Communications in Mathematical Physics 199(2):351–395. https://doi.org/10.1007/s002200050505 – 10.1007/s002200050505
- Feng, (2010)
- Atherton RW, Homsy GM (1975) On the Existence and Formulation of Variational Principles for Nonlinear Differential Equations. Stud Appl Math 54(1):31–60. https://doi.org/10.1002/sapm197554131 – 10.1002/sapm197554131
- Ibragimov NH (2006) Integrating factors, adjoint equations and Lagrangians. Journal of Mathematical Analysis and Applications 318(2):742–757. https://doi.org/10.1016/j.jmaa.2005.11.012 – 10.1016/j.jmaa.2005.11.012
- Ibragimov NH (2007) A new conservation theorem. Journal of Mathematical Analysis and Applications 333(1):311–328. https://doi.org/10.1016/j.jmaa.2006.10.078 – 10.1016/j.jmaa.2006.10.078
- Kraus M, Maj O (2015) Variational integrators for nonvariational partial differential equations. Physica D: Nonlinear Phenomena 310:37–71. https://doi.org/10.1016/j.physd.2015.08.002 – 10.1016/j.physd.2015.08.002
- De Vogelaere, (1956)
- Ruth RD (1983) A Can0nical Integrati0n Technique. IEEE Trans Nucl Sci 30(4):2669–2671. https://doi.org/10.1109/tns.1983.4332919 – 10.1109/tns.1983.4332919
- Lasagni FM (1988) Canonical Runge-Kutta methods. Z angew Math Phys 39(6):952–953. https://doi.org/10.1007/bf00945133 – 10.1007/bf00945133
- Sanz-Serna JM (1988) Runge-kutta schemes for Hamiltonian systems. BIT 28(4):877–883. https://doi.org/10.1007/bf01954907 – 10.1007/bf01954907
- Suris, On the conservation of the symplectic structure in the numerical solution of Hamiltonian systems. (1988)
- Reich S (1994) Momentum conserving symplectic integrators. Physica D: Nonlinear Phenomena 76(4):375–383. https://doi.org/10.1016/0167-2789(94)90046-9 – 10.1016/0167-2789(94)90046-9
- Reich S (1999) Backward Error Analysis for Numerical Integrators. SIAM J Numer Anal 36(5):1549–1570. https://doi.org/10.1137/s0036142997329797 – 10.1137/s0036142997329797
- Zhong G, Marsden JE (1988) Lie-Poisson Hamilton-Jacobi theory and Lie-Poisson integrators. Physics Letters A 133(3):134–139. https://doi.org/10.1016/0375-9601(88)90773-6 – 10.1016/0375-9601(88)90773-6
- Maeda, Lagrangian formulation of discrete systems and concept of difference space. Math. Japon. (1982)
- Maeda, Extension of discrete noether theorem. Math. Japon. (1981)
- Veselov AP (1988) Integrable discrete-time systems and difference operators. Funct Anal Its Appl 22(2):83–93. https://doi.org/10.1007/bf01077598 – 10.1007/bf01077598
- Veselov AP (1991) Integrable Lagrangian correspondences and the factorization of matrix polynomials. Funct Anal Its Appl 25(2):112–122. https://doi.org/10.1007/bf01079590 – 10.1007/bf01079590
- Moser J, Veselov AP (1991) Discrete versions of some classical integrable systems and factorization of matrix polynomials. CommunMath Phys 139(2):217–243. https://doi.org/10.1007/bf02352494 – 10.1007/bf02352494
- Marsden JE, West M (2001) Discrete mechanics and variational integrators. Acta Numerica 10:357–514. https://doi.org/10.1017/s096249290100006x – 10.1017/s096249290100006x
- Wendlandt JM, Marsden JE (1997) Mechanical integrators derived from a discrete variational principle. Physica D: Nonlinear Phenomena 106(3-4):223–246. https://doi.org/10.1016/s0167-2789(97)00051-1 – 10.1016/s0167-2789(97)00051-1
- Hairer, (2006)
- Lew A, Marsden JE, Ortiz M, West M (2004) Variational time integrators. Numerical Meth Engineering 60(1):153–212. https://doi.org/10.1002/nme.958 – 10.1002/nme.958
- Hairer E, Lubich C (1997) The life-span of backward error analysis for numerical integrators. Numerische Mathematik 76(4):441–462. https://doi.org/10.1007/s002110050271 – 10.1007/s002110050271
- Leimkuhler, (2004)
- Kane C, Marsden JE, Ortiz M, West M (2000) Variational integrators and the Newmark algorithm for conservative and dissipative mechanical systems. Int J Numer Meth Engng 49(10):1295–1325. https://doi.org/10.1002/1097-0207(20001210)49:10<1295::aid-nme993>3.0.co;2-w – 10.1002/1097-0207(20001210)49:10<1295::aid-nme993>3.0.co;2-w
- Kane C, Marsden JE, Ortiz M (1999) Symplectic-energy-momentum preserving variational integrators. Journal of Mathematical Physics 40(7):3353–3371. https://doi.org/10.1063/1.532892 – 10.1063/1.532892
- Lee TD (1983) Can time be a discrete dynamical variable?. Physics Letters B 122(3-4):217–220. https://doi.org/10.1016/0370-2693(83)90687-1 – 10.1016/0370-2693(83)90687-1
- Shibberu, (2006)
- Shibberu, (2005)
- Sharma H, Patil M, Woolsey C (2018) Energy-preserving variational integrators for forced Lagrangian systems. Communications in Nonlinear Science and Numerical Simulation 64:159–177. https://doi.org/10.1016/j.cnsns.2018.04.015 – 10.1016/j.cnsns.2018.04.015
- Bloch, (2003)
- Cortés, (2002)
- Kobilarov, Geometric discretization of nonholonomic systems with symmetries. Discrete Contin. Dyn. Syst. Ser. S (2010)
- Milstein GN, Repin YM, Tretyakov MV (2002) Numerical Methods for Stochastic Systems Preserving Symplectic Structure. SIAM J Numer Anal 40(4):1583–1604. https://doi.org/10.1137/s0036142901395588 – 10.1137/s0036142901395588
- Milstein GN, Repin YM, Tretyakov MV (2002) Symplectic Integration of Hamiltonian Systems with Additive Noise. SIAM J Numer Anal 39(6):2066–2088. https://doi.org/10.1137/s0036142901387440 – 10.1137/s0036142901387440
- Bou-Rabee, (2007)
- Holm DD, Tyranowski TM (2018) Stochastic discrete Hamiltonian variational integrators. Bit Numer Math 58(4):1009–1048. https://doi.org/10.1007/s10543-018-0720-2 – 10.1007/s10543-018-0720-2
- Fetecau, Variational multisymplectic formulations of nonsmooth continuum mechanics. (2003)
- Johnson G, Leyendecker S, Ortiz M (2014) Discontinuous variational time integrators for complex multibody collisions. Numerical Meth Engineering 100(12):871–913. https://doi.org/10.1002/nme.4764 – 10.1002/nme.4764
- Lall S, West M (2006) Discrete variational Hamiltonian mechanics. J Phys A: Math Gen 39(19):5509–5519. https://doi.org/10.1088/0305-4470/39/19/s11 – 10.1088/0305-4470/39/19/s11
- Leok M, Zhang J (2011) Discrete Hamiltonian variational integrators. IMA Journal of Numerical Analysis 31(4):1497–1532. https://doi.org/10.1093/imanum/drq027 – 10.1093/imanum/drq027
- Schmitt JM, Leok M (2017) Properties of Hamiltonian variational integrators. IMA Journal of Numerical Analysis 38(1):377–398. https://doi.org/10.1093/imanum/drx010 – 10.1093/imanum/drx010
- Gotay, (1998)
- Lew A, Marsden JE, Ortiz M, West M (2003) Asynchronous Variational Integrators. Archive for Rational Mechanics and Analysis 167(2):85–146. https://doi.org/10.1007/s00205-002-0212-y – 10.1007/s00205-002-0212-y
- Belytschko T, Schoeberle DF (1975) On the Unconditional Stability of an Implicit Algorithm for Nonlinear Structural Dynamics. Journal of Applied Mechanics 42(4):865–869. https://doi.org/10.1115/1.3423721 – 10.1115/1.3423721
- Gonzalez O, Simo JC (1996) On the stability of symplectic and energy-momentum algorithms for non-linear Hamiltonian systems with symmetry. Computer Methods in Applied Mechanics and Engineering 134(3-4):197–222. https://doi.org/10.1016/0045-7825(96)01009-2 – 10.1016/0045-7825(96)01009-2
- LaBudde RA, Greenspan D (1974) Discrete mechanics—A general treatment. Journal of Computational Physics 15(2):134–167. https://doi.org/10.1016/0021-9991(74)90081-3 – 10.1016/0021-9991(74)90081-3
- LaBudde RA, Greenspan D (1975) Energy and momentum conserving methods of arbitrary order for the numerical integration of equations of motion. Numer Math 25(4):323–346. https://doi.org/10.1007/bf01396331 – 10.1007/bf01396331
- LaBudde RA, Greenspan D (1976) Energy and momentum conserving methods of arbitrary order for the numerical integration of equations of motion. Numer Math 26(1):1–16. https://doi.org/10.1007/bf01396562 – 10.1007/bf01396562
- Simo JC, Tarnow N (1992) The discrete energy-momentum method. Conserving algorithms for nonlinear elastodynamics. Z angew Math Phys 43(5):757–792. https://doi.org/10.1007/bf00913408 – 10.1007/bf00913408
- Simo JC, Tarnow N, Wong KK (1992) Exact energy-momentum conserving algorithms and symplectic schemes for nonlinear dynamics. Computer Methods in Applied Mechanics and Engineering 100(1):63–116. https://doi.org/10.1016/0045-7825(92)90115-z – 10.1016/0045-7825(92)90115-z
- J.C. Simo, O. Gonzalez, Assessment of energy-momentum and symplectic schemes for stiff dynamical systems, in: American Society of Mechanical Engineers, ASME Winter Annual Meeting, New Orleans, Louisiana, 1993.
- Betsch P, Steinmann P (2000) Conservation properties of a time FE method. Part I: time-stepping schemes forN-body problems. Int J Numer Meth Engng 49(5):599–638. https://doi.org/10.1002/1097-0207(20001020)49:5<599::aid-nme960>3.0.co;2-9 – 10.1002/1097-0207(20001020)49:5<599::aid-nme960>3.0.co;2-9
- Betsch P, Steinmann P (2001) Conservation properties of a time FE method—part II: Time‐stepping schemes for non‐linear elastodynamics. Numerical Meth Engineering 50(8):1931–1955. https://doi.org/10.1002/nme.103 – 10.1002/nme.103
- Betsch P, Steinmann P (2002) Conservation properties of a time FE method—part III: Mechanical systems with holonomic constraints. Numerical Meth Engineering 53(10):2271–2304. https://doi.org/10.1002/nme.347 – 10.1002/nme.347
- Groß M, Betsch P, Steinmann P (2005) Conservation properties of a time FE method. Part IV: Higher order energy and momentum conserving schemes. Int J Numer Meth Engng 63(13):1849–1897. https://doi.org/10.1002/nme.1339 – 10.1002/nme.1339
- Armero F, Petőcz E (1999) A new dissipative time-stepping algorithm for frictional contact problems: formulation and analysis. Computer Methods in Applied Mechanics and Engineering 179(1-2):151–178. https://doi.org/10.1016/s0045-7825(99)00036-5 – 10.1016/s0045-7825(99)00036-5
- Hughes, Analysis of transient algorithms with particular reference to stability behavior. (1983)
- Kuhl D, Ramm E (1999) Generalized Energy–Momentum Method for non-linear adaptive shell dynamics. Computer Methods in Applied Mechanics and Engineering 178(3-4):343–366. https://doi.org/10.1016/s0045-7825(99)00024-9 – 10.1016/s0045-7825(99)00024-9
- Gonzalez O (1996) Time integration and discrete Hamiltonian systems. J Nonlinear Sci 6(5):449–467. https://doi.org/10.1007/bf02440162 – 10.1007/bf02440162
- McLachlan RI, Quispel GRW, Robidoux N (1999) Geometric integration using discrete gradients. Philosophical Transactions of the Royal Society of London Series A: Mathematical, Physical and Engineering Sciences 357(1754):1021–1045. https://doi.org/10.1098/rsta.1999.0363 – 10.1098/rsta.1999.0363
- Gonzalez O (1999) Mechanical systems subject to holonomic constraints: Differential–algebraic formulations and conservative integration. Physica D: Nonlinear Phenomena 132(1-2):165–174. https://doi.org/10.1016/s0167-2789(99)00054-8 – 10.1016/s0167-2789(99)00054-8
- Celledoni, Energy-preserving integrators applied to nonholonomic systems. J. Nonlinear Sci. (2016)
- McLachlan, (2013)
- Celledoni E, Grimm V, McLachlan RI, McLaren DI, O’Neale D, Owren B, Quispel GRW (2012) Preserving energy resp. dissipation in numerical PDEs using the “Average Vector Field” method. Journal of Computational Physics 231(20):6770–6789. https://doi.org/10.1016/j.jcp.2012.06.022 – 10.1016/j.jcp.2012.06.022
- Iserles, (2015)
- Crouch PE, Grossman R (1993) Numerical integration of ordinary differential equations on manifolds. J Nonlinear Sci 3(1):1–33. https://doi.org/10.1007/bf02429858 – 10.1007/bf02429858
- Munthe-Kaas H (1998) Runge-Kutta methods on Lie groups. Bit Numer Math 38(1):92–111. https://doi.org/10.1007/bf02510919 – 10.1007/bf02510919
- Munthe-Kaas H (1999) High order Runge-Kutta methods on manifolds. Applied Numerical Mathematics 29(1):115–127. https://doi.org/10.1016/s0168-9274(98)00030-0 – 10.1016/s0168-9274(98)00030-0
- Iserles A, Munthe-Kaas HZ, Nørsett SP, Zanna A (2000) Lie-group methods. Acta Numerica 9:215–365. https://doi.org/10.1017/s0962492900002154 – 10.1017/s0962492900002154
- Celledoni E, Marthinsen H, Owren B (2014) An introduction to Lie group integrators – basics, new developments and applications. Journal of Computational Physics 257:1040–1061. https://doi.org/10.1016/j.jcp.2012.12.031 – 10.1016/j.jcp.2012.12.031
- Lewis D, Simo JC (1994) Conserving algorithms for the dynamics of Hamiltonian systems on lie groups. J Nonlinear Sci 4(1):253–299. https://doi.org/10.1007/bf02430634 – 10.1007/bf02430634
- Bobenko AI, Suris YB (1999) Discrete Time Lagrangian Mechanics on Lie Groups,¶with an Application to the Lagrange Top. Communications in Mathematical Physics 204(1):147–188. https://doi.org/10.1007/s002200050642 – 10.1007/s002200050642
- Marsden JE, Pekarsky S, Shkoller S (1999) Discrete Euler-Poincaré and Lie-Poisson equations. Nonlinearity 12(6):1647–1662. https://doi.org/10.1088/0951-7715/12/6/314 – 10.1088/0951-7715/12/6/314
- Lee, A lie group variational integrator for the attitude dynamics of a rigid body with applications to the 3D pendulum. (2005)
- Lee T, Leok M, McClamroch NH (2007) Lie group variational integrators for the full body problem. Computer Methods in Applied Mechanics and Engineering 196(29-30):2907–2924. https://doi.org/10.1016/j.cma.2007.01.017 – 10.1016/j.cma.2007.01.017
- Lee T, Leok M, McClamroch NH (2009) Lagrangian mechanics and variational integrators on two‐spheres. Numerical Meth Engineering 79(9):1147–1174. https://doi.org/10.1002/nme.2603 – 10.1002/nme.2603
- Demoures, (2012)
- Demoures F, Gay-Balmaz F, Kobilarov M, Ratiu TS (2014) Multisymplectic Lie group variational integrator for a geometrically exact beam in. Communications in Nonlinear Science and Numerical Simulation 19(10):3492–3512. https://doi.org/10.1016/j.cnsns.2014.02.032 – 10.1016/j.cnsns.2014.02.032
- Demoures F, Gay-Balmaz F, Leyendecker S, Ober-Blöbaum S, Ratiu TS, Weinand Y (2014) Discrete variational Lie group formulation of geometrically exact beam dynamics. Numer Math 130(1):73–123. https://doi.org/10.1007/s00211-014-0659-4 – 10.1007/s00211-014-0659-4
- Sharma, Energy-preserving, adaptive time-step Lie group variational integrators for the attitude dynamics of a rigid body. (2019)
- Sharma, Energy-preserving, adaptive time-step Lie group variational integrators for rigid body motion in SE(3). (2019)
- Feng, The symplectic methods for the computation of Hamiltonian equations. (1987)
- Channell PJ, Scovel C (1990) Symplectic integration of Hamiltonian systems. Nonlinearity 3(2):231–259. https://doi.org/10.1088/0951-7715/3/2/001 – 10.1088/0951-7715/3/2/001
- Forest E, Ruth RD (1990) Fourth-order symplectic integration. Physica D: Nonlinear Phenomena 43(1):105–117. https://doi.org/10.1016/0167-2789(90)90019-l – 10.1016/0167-2789(90)90019-l
- Wisdom J, Holman M (1991) Symplectic maps for the n-body problem. The Astronomical Journal 102:1528. https://doi.org/10.1086/115978 – 10.1086/115978
- Wisdom J (1982) The origin of the Kirkwood gaps - A mapping for asteroidal motion near the 3/1 commensurability. The Astronomical Journal 87:577. https://doi.org/10.1086/113132 – 10.1086/113132
- Wisdom J (1983) Chaotic behavior and the origin of the 31 Kirkwood gap. Icarus 56(1):51–74. https://doi.org/10.1016/0019-1035(83)90127-6 – 10.1016/0019-1035(83)90127-6
- Yoshida, Recent progress in the theory and application of symplectic integrators. (1993)
- Gladman B, Duncan M, Candy J (1991) Symplectic integrators for long-term integrations in celestial mechanics. Celestial Mech Dyn Astr 52(3):221–240. https://doi.org/10.1007/bf00048485 – 10.1007/bf00048485
- Kinoshita H, Yoshida H, Nakai H (1991) Symplectic integrators and their application to dynamical astronomy. Celestial Mech Dyn Astr 50(1):59–71. https://doi.org/10.1007/bf00048986 – 10.1007/bf00048986
- Imre E, Palmer PL (2007) High-Precision, Symplectic Numerical, Relative Orbit Propagation. Journal of Guidance, Control, and Dynamics 30(4):965–973. https://doi.org/10.2514/1.26846 – 10.2514/1.26846
- Chambers JE (1999) A hybrid symplectic integrator that permits close encounters between massive bodies. Monthly Notices of the Royal Astronomical Society 304(4):793–799. https://doi.org/10.1046/j.1365-8711.1999.02379.x – 10.1046/j.1365-8711.1999.02379.x
- Varadi F, De La Barre CM, Kaula WM, Ghil M (1995) Singularly weighted symplectic forms and applications to asteroid motion. Celestial Mech Dyn Astr 62(1):23–41. https://doi.org/10.1007/bf00692067 – 10.1007/bf00692067
- Liu, A numerical study of the orbits of near earth asteroids with symplectic algorithm. Chin. J. Astron. Astrophys. (1999)
- Levison HF, Duncan MJ (1994) The Long-Term Dynamical Behavior of Short-Period Comets. Icarus 108(1):18–36. https://doi.org/10.1006/icar.1994.1039 – 10.1006/icar.1994.1039
- Emel’yanenko V (2002) An Explicit Symplectic Integrator for Cometary Orbits. Celestial Mechanics and Dynamical Astronomy 84(4):331–341. https://doi.org/10.1023/a:1021125829276 – 10.1023/a:1021125829276
- Tsuda Y, Scheeres DJ (2009) Computation and Applications of an Orbital Dynamics Symplectic State Transition Matrix. Journal of Guidance, Control, and Dynamics 32(4):1111–1123. https://doi.org/10.2514/1.42358 – 10.2514/1.42358
- Wisdom, Symplectic correctors. (1996)
- Farr WM, Bertschinger E (2007) Variational Integrators for the GravitationalN‐Body Problem. ApJ 663(2):1420–1433. https://doi.org/10.1086/518641 – 10.1086/518641
- Lee T, Leok M, Harris McClamroch N (2014) High-fidelity numerical simulation of complex dynamics of tethered spacecraft. Acta Astronautica 99:215–230. https://doi.org/10.1016/j.actaastro.2014.02.021 – 10.1016/j.actaastro.2014.02.021
- Lee, Lagrangian mechanics and Lie group variational integrators for spacecraft with imbalanced reaction wheels. (2014)
- Hall J, Leok M (2014) Spectral variational integrators. Numer Math 130(4):681–740. https://doi.org/10.1007/s00211-014-0679-0 – 10.1007/s00211-014-0679-0
- Palacios L, Gurfil P (2018) Variational and symplectic integrators for satellite relative orbit propagation including drag. Celest Mech Dyn Astr 130(4):31. https://doi.org/10.1007/s10569-018-9826-8 – 10.1007/s10569-018-9826-8
- Simo, Recent results on the numerical integration of infinite-dimensional hamiltonian systems. (1994)
- Gonzalez O (2000) Exact energy and momentum conserving algorithms for general models in nonlinear elasticity. Computer Methods in Applied Mechanics and Engineering 190(13-14):1763–1783. https://doi.org/10.1016/s0045-7825(00)00189-4 – 10.1016/s0045-7825(00)00189-4
- Leyendecker S, Betsch P, Steinmann P (2006) Objective energy–momentum conserving integration for the constrained dynamics of geometrically exact beams. Computer Methods in Applied Mechanics and Engineering 195(19-22):2313–2333. https://doi.org/10.1016/j.cma.2005.05.002 – 10.1016/j.cma.2005.05.002
- M.M.I. Baig, K.-J. Bathe, On direct time integration in large deformation dynamic analysis, in: Third MIT Conference on Computational Fluid and Solid Mechanics, Boston, MA, June, 2005, pp. 14–17.
- Sansour C, Wriggers P, Sansour J (1997) Nonlinear Dynamics of Shells: Theory, Finite Element Formulation, and Integration Schemes. Nonlinear Dynamics 13(3):279–305. https://doi.org/10.1023/a:1008251113479 – 10.1023/a:1008251113479
- Lew, (2003)
- Kale KG, Lew AJ (2006) Parallel asynchronous variational integrators. Numerical Meth Engineering 70(3):291–321. https://doi.org/10.1002/nme.1880 – 10.1002/nme.1880
- GarcÍa Orden JC, Goicolea JM (2000) Conserving Properties in Constrained Dynamics of Flexible Multibody Systems. Multibody System Dynamics 4(2-3):225–244. https://doi.org/10.1023/a:1009871728414 – 10.1023/a:1009871728414
- Betsch P, Leyendecker S (2006) The discrete null space method for the energy consistent integration of constrained mechanical systems. Part II: multibody dynamics. Numerical Meth Engineering 67(4):499–552. https://doi.org/10.1002/nme.1639 – 10.1002/nme.1639
- Leyendecker S, Betsch P, Steinmann P (2007) The discrete null space method for the energy-consistent integration of constrained mechanical systems. Part III: Flexible multibody dynamics. Multibody Syst Dyn 19(1-2):45–72. https://doi.org/10.1007/s11044-007-9056-4 – 10.1007/s11044-007-9056-4
- Betsch P, Steinmann P (2001) Constrained integration of rigid body dynamics. Computer Methods in Applied Mechanics and Engineering 191(3-5):467–488. https://doi.org/10.1016/s0045-7825(01)00283-3 – 10.1016/s0045-7825(01)00283-3
- Betsch P, Uhlar S (2007) Energy-momentum conserving integration of multibody dynamics. Multibody Syst Dyn 17(4):243–289. https://doi.org/10.1007/s11044-007-9043-9 – 10.1007/s11044-007-9043-9
- Uhlar S, Betsch P (2010) On the derivation of energy consistent time stepping schemes for friction afflicted multibody systems. Computers & Structures 88(11-12):737–754. https://doi.org/10.1016/j.compstruc.2010.03.003 – 10.1016/j.compstruc.2010.03.003
- Leyendecker S, Marsden JE, Ortiz M (2008) Variational integrators for constrained dynamical systems. Z Angew Math Mech 88(9):677–708. https://doi.org/10.1002/zamm.200700173 – 10.1002/zamm.200700173
- Leyendecker, A variational approach to multirate integration for constrained systems. (2013)
- Brüls O, Cardona A (2010) On the Use of Lie Group Time Integrators in Multibody Dynamics. Journal of Computational and Nonlinear Dynamics 5(3):031002. https://doi.org/10.1115/1.4001370 – 10.1115/1.4001370
- Brüls O, Cardona A, Arnold M (2012) Lie group generalized-α time integration of constrained flexible multibody systems. Mechanism and Machine Theory 48:121–137. https://doi.org/10.1016/j.mechmachtheory.2011.07.017 – 10.1016/j.mechmachtheory.2011.07.017
- Jonghoon Park, Wan-Kyun Chung (2005) Geometric integration on Euclidean group with application to articulated multibody systems. IEEE Trans Robot 21(5):850–863. https://doi.org/10.1109/tro.2005.852253 – 10.1109/tro.2005.852253
- Terze Z, Müller A, Zlatar D (2014) Lie-group integration method for constrained multibody systems in state space. Multibody Syst Dyn 34(3):275–305. https://doi.org/10.1007/s11044-014-9439-2 – 10.1007/s11044-014-9439-2
- Perot B (2000) Conservation Properties of Unstructured Staggered Mesh Schemes. Journal of Computational Physics 159(1):58–89. https://doi.org/10.1006/jcph.2000.6424 – 10.1006/jcph.2000.6424
- Elcott S, Tong Y, Kanso E, Schröder P, Desbrun M (2007) Stable, circulation-preserving, simplicial fluids. ACM Trans Graph 26(1):4. https://doi.org/10.1145/1189762.1189766 – 10.1145/1189762.1189766
- Arnold V (1966) Sur la géométrie différentielle des groupes de Lie de dimension infinie et ses applications à l’hydrodynamique des fluides parfaits. Annales de l’Institut Fourier 16(1):319–361. https://doi.org/10.5802/aif.233 – 10.5802/aif.233
- Cotter CJ, Holm DD, Hydon PE (2007) Multisymplectic formulation of fluid dynamics using the inverse map. Proc R Soc A 463(2086):2671–2687. https://doi.org/10.1098/rspa.2007.1892 – 10.1098/rspa.2007.1892
- J.E. Marsden, D.G. Ebin, A.E. Fischer, Diffeomorphism groups, hydrodynamics and relativity, Canadian Mathematical Congress, 1972.
- Mullen P, Crane K, Pavlov D, Tong Y, Desbrun M (2009) Energy-preserving integrators for fluid animation. ACM Trans Graph 28(3):1–8. https://doi.org/10.1145/1531326.1531344 – 10.1145/1531326.1531344
- Pavlov D, Mullen P, Tong Y, Kanso E, Marsden JE, Desbrun M (2011) Structure-preserving discretization of incompressible fluids. Physica D: Nonlinear Phenomena 240(6):443–458. https://doi.org/10.1016/j.physd.2010.10.012 – 10.1016/j.physd.2010.10.012
- Gawlik ES, Mullen P, Pavlov D, Marsden JE, Desbrun M (2011) Geometric, variational discretization of continuum theories. Physica D: Nonlinear Phenomena 240(21):1724–1760. https://doi.org/10.1016/j.physd.2011.07.011 – 10.1016/j.physd.2011.07.011
- Desbrun M, Gawlik ES, Gay-Balmaz F, Zeitlin V (2014) Variational discretization for rotating stratified fluids. DCDS 34(2):477–509. https://doi.org/10.3934/dcds.2014.34.477 – 10.3934/dcds.2014.34.477
- Bauer, (2017)
- Junge O, Marsden JE, Ober-Blöbaum S (2005) DISCRETE MECHANICS AND OPTIMAL CONTROL. IFAC Proceedings Volumes 38(1):538–543. https://doi.org/10.3182/20050703-6-cz-1902.00745 – 10.3182/20050703-6-cz-1902.00745
- Ober-Blöbaum S, Junge O, Marsden JE (2010) Discrete mechanics and optimal control: An analysis. ESAIM: COCV 17(2):322–352. https://doi.org/10.1051/cocv/2010012 – 10.1051/cocv/2010012
- Leyendecker S, Ober-Blöbaum S, Marsden JE, Ortiz M (2010) Discrete mechanics and optimal control for constrained systems. Optim Control Appl Meth 31(6):505–528. https://doi.org/10.1002/oca.912 – 10.1002/oca.912
- Kobilarov, Optimal control using nonholonomic integrators. (2007)
- Betsch P, Becker C (2016) Conservation of generalized momentum maps in mechanical optimal control problems with symmetry. Numerical Meth Engineering 111(2):144–175. https://doi.org/10.1002/nme.5459 – 10.1002/nme.5459
- Manns P, Mombaur K (2017) Towards Discrete Mechanics and Optimal Control for Complex Models. IFAC-PapersOnLine 50(1):4812–4818. https://doi.org/10.1016/j.ifacol.2017.08.966 – 10.1016/j.ifacol.2017.08.966
- Junge, Optimal reconfiguration of formation flying spacecraft—a decentralized approach. (2006)
- Lee, Attitude maneuvers of a rigid spacecraft in a circular orbit. (2006)
- Shareef Z, Trächtler A (2014) Simultaneous path planning and trajectory optimization for robotic manipulators using discrete mechanics and optimal control. Robotica 34(6):1322–1334. https://doi.org/10.1017/s0263574714002318 – 10.1017/s0263574714002318
- Pekarek, Discrete mechanics and optimal control applied to the compass gait biped. (2007)
- T. Kai, K. Yamaki, Development of discrete mechanics for 2-dimensional distributed parameter mechanical systems and its application to vibration suppression control of a film, in: Proc. International Symposium of Nonlinear Theory and its Application 2016, 2016, pp. 638–641.
- Shareef, Optimal trajectory planning for robotic manipulators using discrete mechanics and optimal control. (2014)
- Z. Manchester, S. Kuindersma, Variational contact-implicit trajectory optimization, in: International Symposium on Robotics Research ISRR, Puerto Varas, Chile, 2017.
- Manchester Z, Doshi N, Wood RJ, Kuindersma S (2019) Contact-implicit trajectory optimization using variational integrators. The International Journal of Robotics Research 38(12-13):1463–1476. https://doi.org/10.1177/0278364919849235 – 10.1177/0278364919849235
- Kern D, Groß M (2018) Variational Integrators and Optimal Control for a Hybrid Pendulum‐on‐Cart‐System. Proc Appl Math and Mech 18(1):e201800088. https://doi.org/10.1002/pamm.201800088 – 10.1002/pamm.201800088
- McLachlan R, Marsland S (2007) Discrete Mechanics and Optimal Control for Image Registration. ANZIAMJ 48:1. https://doi.org/10.21914/anziamj.v48i0.82 – 10.21914/anziamj.v48i0.82
- Johnson ER, Murphey TD (2009) Scalable Variational Integrators for Constrained Mechanical Systems in Generalized Coordinates. IEEE Trans Robot 25(6):1249–1261. https://doi.org/10.1109/tro.2009.2032955 – 10.1109/tro.2009.2032955
- Lee, (2016)
- Fan, (2019)
- Kobilarov, Solvability of geometric integrators for multi-body systems. (2014)
- Leyendecker S, Betsch P, Steinmann P (2004) Energy-conserving integration of constrained Hamiltonian systems ? a comparison of approaches. Computational Mechanics 33(3):174–185. https://doi.org/10.1007/s00466-003-0516-2 – 10.1007/s00466-003-0516-2
- Betsch P, Hesch C, Sänger N, Uhlar S (2010) Variational Integrators and Energy-Momentum Schemes for Flexible Multibody Dynamics. Journal of Computational and Nonlinear Dynamics 5(3):031001. https://doi.org/10.1115/1.4001388 – 10.1115/1.4001388