[Paper Review] A numerical scheme for impact problems
This paper presents a novel numerical scheme for solving mechanical impact problems with n degrees of freedom, where motion is constrained within a C³-regular closed set K. The scheme avoids explicit impact time detection by using a localized finite difference approach with a coefficient of restitution e ∈ [0,1], and proves convergence to a solution, establishing both local and global existence under a priori estimates.
We consider a mechanical system with impact and n degrees of freedom, written in generalized coordinates. The system is not necessarily Lagrangian. The representative point of the system must remain inside a set of constraints K; the boundary of K is three times differentiable. At impact, the tangential component of the impulsion is conserved, while its normal coordinate is reflected and multiplied by a given coefficient of restitution e between 0 and 1. The orthognality is taken with respect to the natural metric in the space of impulsions. We define a numerical scheme which enables us to approximate the solutions of the Cauchy problem: this is an ad hoc scheme which does not require a systematic search for the times of impact. We prove the convergence of this numerical scheme to a solution, which yields also an existence result. Without any a priori estimates, the convergence and the existence are local; with some a priori estimates, the convergence and the existence are proved on intervals depending exclusively on these estimates. This scheme has been implemented with a trivial and a non trivial mass matrix.
Motivation & Objective
- To develop a numerical method for mechanical systems with impacts that avoids explicit detection of impact times.
- To handle non-Lagrangian systems with general dissipative forces and constraints defined by a C³-regular set K.
- To establish convergence of the numerical scheme to a solution of the continuous-time impact problem.
- To prove local and global existence of solutions using a priori estimates and scheme convergence.
- To rigorously address the challenge of boundary localization in finite difference schemes with quadratic errors from boundary straightening.
Proposed method
- The scheme uses generalized coordinates and a mass matrix M(u) to model dynamics, with impulsive reactions μ represented as λdϕ(u) on the boundary ∂K.
- It employs a finite difference discretization in time with a local reconstruction near the boundary ∂K to handle the non-smooth impact dynamics.
- The method enforces conservation of tangential impulse and reflection of normal impulse with coefficient of restitution e via a cotangent metric-based orthogonality condition.
- A key innovation is the use of a localized scheme that approximates the dynamics near ∂K while controlling quadratic errors introduced by straightening the boundary.
- The convergence proof relies on a priori estimates and compactness arguments, showing that the discrete solution sequence converges to a continuous solution.
- The scheme is proven convergent in the sense of essential supremum of velocity norm, using estimates on the discrete velocity norm |V^m|_{U^m}^2.
Experimental results
Research questions
- RQ1Can a numerical scheme be constructed for impact problems without requiring explicit detection of impact times?
- RQ2How can the non-smooth dynamics at the boundary ∂K be approximated using finite differences when the boundary is curved?
- RQ3What conditions ensure the convergence of the numerical scheme to a true solution of the impact problem?
- RQ4How do a priori estimates on momentum and position influence the global existence of solutions?
- RQ5What role does the coefficient of restitution e play in the stability and convergence of the numerical scheme?
Key findings
- The numerical scheme converges to a solution of the continuous impact problem, proving the existence of solutions for initial conditions in the admissible set.
- Convergence and existence are established locally without a priori estimates, and globally when such estimates are available.
- The scheme is proven to converge in the sense that the discrete velocity norm |V^m|_{U^m}^2 converges to the essential supremum of the continuous velocity norm.
- A contradiction is derived if the scheme fails to converge beyond a time τ(R), which is determined by the initial momentum and the geometry of K.
- The proof relies on a localization technique near ∂K, where boundary straightening introduces quadratic errors that are carefully controlled via estimates.
- The global existence result is achieved by combining the local convergence with a priori bounds on momentum and position, ensuring the scheme can be extended to time τ(R) depending only on these bounds.
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This review was created by AI and reviewed by human editors.