控制理论(社会学)
包络线(雷达)
理论(学习稳定性)
非线性系统
车辆动力学
工程类
线性化
边距(机器学习)
平衡点
计算机科学
汽车工程
控制(管理)
物理
电信
雷达
量子力学
人工智能
机器学习
作者
J. Li,Jianwei Lu,Hangyu Lu,Heng Wei,Bofu Wu,Ping Jiang
标识
DOI:10.1177/09544070231206207
摘要
This paper proposes a dynamic stability envelope based on safety maneuver margin to estimate the lateral stability of nonlinear vehicle systems with different tire characteristics (i.e. understeering (UN) and oversteering (OV) vehicles). Firstly, this study employs phase portraits and handling diagrams to investigate the number of equilibrium points and the evolution trend of state variables under various manipulation conditions. Subsequently, the nonlinear bifurcation theory is applied to analyze the characteristics of the vehicle equilibrium, aiming to derive the safe maneuver margin of the vehicle and restrict the vehicle instability. Within this proposed margin, the stability of each point of the nonlinear system is analyzed using the local linearization method. Simultaneously, a more conservative estimate of the vehicle handling stability is further obtained by applying stability criteria, resulting in the dynamic stability envelope, which ensures vehicle stability. Finally, the reliability of the dynamic stability envelope results based on the safety maneuver margin is validated under sine-with-dwell conditions (SDC) and steady-state cornering driving scenarios (SSC). The simulation results indicate that maintaining an appropriate understeering range keeps the vehicle stable.
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