付林凯, 金智林. Influence of CMAC Driver Model on Vehicle Rollover Stability[J]. Mechanical Science and Technology for Aerospace Engineering, 2024, 43(11): 1827-1834.
付林凯, 金智林. Influence of CMAC Driver Model on Vehicle Rollover Stability[J]. Mechanical Science and Technology for Aerospace Engineering, 2024, 43(11): 1827-1834.DOI: 10.13433/j.cnki.1003-8728.20230127.
TThe driver's steering behaviour seriously affects the safety of vehicle rollover. In order to accurately analyse the influence of driver's factors on vehicle rollover stability
the driver model of cerebellar model articulation controller (CMAC) for anti-rollover is studied
and the influence law of driver parameters on vehicle rollover stability is analysed. According to vehicle rollover dynamic model
the vehicle rollover stability index and its reference value are deduced. The local neural network method of cerebellar model articulation controller is designed to simulate the driver's actual anti-rollover decision. And the fuzzy PID controller is used to simulate the driver's anti-rollover reference decision. The driver's anti-rollover response model is obtained based on above results
so the driver's analysis ability
driving frequency
learning ability
and reaction ability are characterized by parameters. The simulation results show that the driver with strong analysis ability
frequent driving
strong learning ability and strong reaction ability can effectively prevent vehicle rollover by making an appropriate steering wheel correction angle at the right time.