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The stability analysis using Lyapunov exponents for high-DOF nonlinear vehicle plane motion

Shuming Shi, Fanyu Meng, Minghui Bai, Nan Lin

2021Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering21 citationsDOI

Abstract

The Lyapunov exponents method is an excellent approach for analyzing the vehicle plane motion stability, and the researchers demonstrated the effectiveness under 2-DOF vehicle model. However, whether the Lyapunov exponents approach can effectively reveal the characteristics of high-DOF nonlinear vehicle model is the key problem at present. In this paper, the Lyapunov exponents is applied to quantitatively analyze the stability of the nonlinear three and five degree of freedom vehicle plane motion system. The different characteristics between 2-DOF and high-DOF model are revealed and explained by using Lyapunov exponents. It illustrates the feasibility of using Lyapunov exponents to analyze the stability of high-DOF vehicle models, which supplements and perfects the existing quantitative analysis conclusion.

Topics & Concepts

Lyapunov exponentNonlinear systemLyapunov functionControl theory (sociology)Stability (learning theory)Plane (geometry)MathematicsLyapunov equationLyapunov redesignComputer sciencePhysicsArtificial intelligenceGeometryMachine learningControl (management)Quantum mechanicsChaos control and synchronizationVehicle Dynamics and Control SystemsAdvanced Algorithms and Applications
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