Abstract:In order to improve the poor adaptability of dynamic performance and energy regenerative characteristics of active suspension on different road levels, an adaptive fuzzy control of electromagnetic hybrid suspension based on road level recognition was designed. The BAS-BP road recognition model was established by optimizing the neural network weight threshold with BAS algorithm. An adaptive fuzzy PID controller is designed. Three objective functions are designed for different pavement levels and the main dynamic feedback adjustment theory domain is introduced. The dynamic performance and energy regenerative characteristics of suspension were analyzed by simulation and bench test was carried out. Simulation results show that: Compared with fuzzy PID control, the root mean square of sprung mass acceleration of the suspension system with adaptive fuzzy control is reduced by 13.28% and 13.84% on grade A and B road surface, and the root mean square of dynamic load of the tire on grade B, C and D road surface is reduced by 9.09%, 16.07% and 15.54% respectively, and 42.8W vibration energy recovery is achieved. The experimental results show that, compared with the simulation analysis, the relative errors in time domain and frequency domain are within 16%, which verifies the correctness of the simulation results and the practicability of the system.
寇发荣,贺嘉杰,李孟欣,许家楠,武大鹏. 基于路面识别的电磁混合式悬架自适应模糊控制[J]. 振动与冲击, 2023, 42(2): 303-311.
KOU Farong, HE Jiajie, LI Mengxin, XU Jia’nan, WU Dapeng. Adaptive fuzzy control of an electromagnetic hybrid suspension based on road recognition. JOURNAL OF VIBRATION AND SHOCK, 2023, 42(2): 303-311.
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