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A generalized approach for implicit time integration of piecewise linear/nonlinear systems

Huimin Zhang, Runsen Zhang, Andrea Zanoni, Pierangelo Masarati

2021International journal of mechanical system dynamics37 citationsDOIOpen Access PDF

Abstract

Abstract A generalized solution scheme using implicit time integrators for piecewise linear and nonlinear systems is developed. The piecewise linear characteristic has been well‐discussed in previous studies, in which the original problem has been transformed into linear complementarity problems (LCPs) and then solved via the Lemke algorithm for each time step. The proposed scheme, instead, uses the projection function to describe the discontinuity in the dynamics equations, and solves for each step the nonlinear equations obtained from the implicit integrator by the semismooth Newton iteration. Compared with the LCP‐based scheme, the new scheme offers a more general choice by allowing other nonlinearities in the governing equations. To assess its performances, several illustrative examples are solved. The numerical solutions demonstrate that the new scheme can not only predict satisfactory results for piecewise nonlinear systems, but also exhibits substantial efficiency advantages over the LCP‐based scheme when applied to piecewise linear systems.

Topics & Concepts

Nonlinear systemPiecewise linear functionMathematicsPiecewiseIntegratorApplied mathematicsProjection methodScheme (mathematics)Discontinuity (linguistics)Linear systemSystem of linear equationsMathematical optimizationProjection (relational algebra)Computer scienceAlgorithmMathematical analysisDykstra's projection algorithmBandwidth (computing)PhysicsComputer networkQuantum mechanicsNumerical methods for differential equationsModel Reduction and Neural NetworksPower System Optimization and Stability
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