Articles | Volume 15, issue 1
https://doi.org/10.5194/ms-15-315-2024
https://doi.org/10.5194/ms-15-315-2024
Research article
 | 
08 May 2024
Research article |  | 08 May 2024

Research on the optimal speed of vehicles passing speed bumps on the highway based on an immune algorithm

Zhiyong Yang, Ruixiang Zhang, Zihang Guo, Jieru Guo, and Yu Zhou

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Cited articles

Barreno, F., Santos, M., and Romana, M. G.: A novel adaptive vehicle speed recommender fuzzy system for autonomous vehicles on conventional two-lane roads, Expert Syst., 41, e13046, https://doi.org/10.1111/exsy.13046, 2022. 
Chen, X.: Research on application of artificial intelligence model in Automobile Machinery Control System, Int. J. Heavy Veh. Syst., 27, 83–96, https://doi.org/10.1504/IJHVS.2020.104409, 2020. 
Gao, J. and Qi, X.: Study of suspension parameters matching to enhance vehicle ride comfort on Bump Road, Shock. Vib., 2021, 1–20, https://doi.org/10.1155/2021/5806444, 2021. 
Gong, M., Jiao, L., Liu, F., and Ma, W.: Immune algorithm with orthogonal design based initialization, cloning, and selection for global optimization, Knowl. Inf. Syst., 25, 523–549, https://doi.org/10.1007/s10115-009-0261-8, 2009. 
Huang, T., Wang, J., and Pan, H.: Adaptive bioinspired preview suspension control with constrained velocity planning for Autonomous Vehicles, IEEE Trans. Intell. Veh., 8, 3925–3935, https://doi.org/10.1109/tiv.2023.3273620, 2023. 
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Short summary
The speed of vehicles has a significant impact on the safety and comfort of driving. When vehicle passes over different speed bumps, it becomes a practical research topic to choose the appropriate speed at which to pass over. In this paper, we establish a multi-objective optimisation method through vehicle dynamics feedback combined with an immune algorithm and then design and carry out the solution process of the vehicle multi-objective optimisation problem.