Abstract
The steer-by-wire (SBW) system can not only satisfy the ability to freely switch between manual and automatic driving modes of intelligent vehicles, but also has the advantage of variable transmission ratio. Based on the traditional mode predictive control (TMPC), a variable horizon-robust model predictive control (VRMPC) is designed which considers the adaptive optimization of the predictive horizon and the uncertainty of the control system. The simulation test of active steering controller based on VRMPC, TMPC and Improved Active Disturbances Rejection Control (IADRC) is carried out under typical working conditions and verified by hardware-in-the-loop test. The experimental results show that compared with TMPC and IADRC, the active steering controller based on VRMPC can improve the vehicle stability under different conditions and expand the range of stability control.
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References
Jintao S, Jianping L, Xiaolu J (2021) Overview of intelligent vehicle core technology and development. IOP Conf Ser Earth Environ Sci 769:042054
Chang JX, Li MJ, Bai XF (2015) The development of engineering vehicles steer - by- wire system. In: 3rd International conference on material, mechanical and manufacturing engineering (IC3ME), pp 1763–1766
Mortazavizadeh SA, Ghaderi A, Ebrahimi M et al (2020) Recent developments in the vehicle steer-by-wire system. IEEE Trans Transp Electri 6(3):1226–1235
Wei HY, Wang JJ, Jian M et al (2021) Steer-by-wire control system based on Carsim and Simulink. In: IEEE international IOT, electronics and mechatronics conference (IEMTRONICS), pp 941–945
Zhou X, Wang Z, Wang J (2021) Driver steering torque estimation via robust generalized H-2 filtering for human-automation shared driving. In: Modeling, estimation and control conference (MECC), pp 895–900
Cong Z, Jian X, Iqbal M N (2011) Review on automobile steering-by-wire system development. In: 3rd international conference on mechanical and electronics engineering (ICMEE 2011), pp 2194–2197
Mi JN, Wang T, Lian XM (2021) A system-level dual-redundancy steer-by-wire system. Proc Inst Mech Eng Part D J Automob Eng 235(12):3002–3025
Zong C-F, Han Y-D, He L et al (2015) Research on variable angle transmission ratio characteristics for automobile with SBW. China J Highw Transp 28(9):115–120
Zhang QY, Lin WP, Wang YR et al (2020) Control strategy of the vehicle’s active steer by Wire. J Coast Res 103:355–360
Cho J, Huh K (2019) Active front steering for driver’s steering comfort and vehicle driving stability. Int J Automot Technol 20(3):589–596
Wang JW, Wang H, Jiang CH et al (2019) Steering feel design for steer-by-wire system on electric vehicles. In: 38th Chinese control conference (CCC), pp 533–538
Huang JJ, Xiao BX (2019) Variable steering ratio design and handling stability research for steer-by-wire forklift. Adv Mech Eng. https://doi.org/10.1177/1687814018822898
Benxian X (2015) The research of fuzzy variable transmission ratio for steer-by-wire system of electric forklift. Int J Intell Syst Appl 7(5):31–39
Fahami SMH, Zamzuri H, Mazlan SA et al (2012) Modeling and simulation of vehicle steer by wire system. In: 2012 IEEE symposium on humanities, science and engineering research (SHUSER), pp 765–770
Liu Zhenyu, Xing Xu, Xie Ju, Wang Feng, Pengwei Su (2022) Variable transmission ratio design of a steer-by-wire system for intelligent vehicles. Proc Inst Mech Eng Part C J Mech Eng Sci 236(16):9341–9353. https://doi.org/10.1177/09544062221089842
Ying Y, Guangxing T (2017) Research on handling stability of steering-by-wire system. MATEC Web Conf 139:00198
Zhang H, Zhao WZ (2017) Stability control strategy of steer-by-wire system based on LQG/LTR. Sci China-Technol Sci 60(6):844–853
Elsisi M, Soliman M (2021) Optimal design of robust resilient automatic voltage regulators. ISA Trans 108:257–268
Zhao WZ, Qin XX, Wang CY (2018) Yaw and lateral stability control for four-wheel steer-by-wire system. IEEE-Asme Trans Mechatron 23(6):2628–2637
Wang Z (2021) Adaptive fuzzy system compensation based model-free control for steer-by-wire systems with uncertainty. Int J Innov Comput Inform Control 17(1):141–152
Zhao L, Chen W, Wang J et al (2019) Research on steering-by-wire control strategy based on extension sliding mode control. J Mech Eng 55(2):126–134
Zhao LF, Cao QX, Hu YP et al (2021) Stability control of steer by wire system based on improved ADRC. Proc Inst Mech Eng Part D J Automob Eng. https://doi.org/10.1177/09544070211059257
Ge ZK, Xu ZW, Wang Z et al (2021) Adaptive sliding mode control for steer-by-wire road vehicle systems based on dynamic parameter estimation. In: 16th IEEE conference on industrial electronics and applications (ICIEA), pp 171–176
Elsisi M (2019) Design of neural network predictive controller based on imperialist competitive algorithm for automatic voltage regulator. Neural Comput Appl 31(9):5017–5027
Ye M, Wang H (2020) Robust adaptive integral terminal sliding mode control for steer-by-wire systems based on extreme learning machine. Comput Electr Eng. https://doi.org/10.1016/j.compeleceng.2020.106756
Zhuoping Y, Yang Y, Xing Y et al (2021) Steering angle control of sbw system based on internal model control. In: 2021 33rd Chinese control and decision conference (CCDC), pp 1881–1886
Li HJ, Zhang TL, Tie M et al (2022) Fuzzy-based adaptive higher-order sliding mode control for uncertain steer-by-wire system. J Dyn Syst Meas Control-Trans Asme. https://doi.org/10.1115/1.4053185
Rokonuzzaman M, Mohajer N, Nahavandi S et al (2021) Model predictive control with learned vehicle dynamics for autonomous vehicle path tracking. IEEE Access 9:128233–128249
Choi W, Nam H S, Kim B et al (2019) Model predictive control for evasive steering of autonomous vehicle. In: 26th symposium of the international association of vehicle system dynamics (IAVSD), pp 1252–1258
Swief A, El-Zawawi A, El-Habrouk M et al (2019) A survey of model predictive control development in automotive industries. In: 3rd international conference on applied automation and industrial diagnostics (ICAAID)
Li S, Wang G, Zhang B et al (2021) Vehicle yaw stability control at the handling limits based on model predictive control. Int J Automot Technol 21(2):361–370
Essa ME-SM, Lotfy JVW, Abd-Elwahed MEK et al (2023) Low-cost hardware in the loop for intelligent neural predictive control of hybrid electric vehicle. Electronics 12(4):971
Bergies S, Su S-F, Model EM (2022) Predictive paradigm with low computational burden based on dandelion optimizer for autonomous vehicle considering vision system uncertainty. Mathematics 10(23):4539
Wang G, Liu Y, Li S et al (2021) New integrated vehicle stability control of active front steering and electronic stability control considering tire force reserve capability. IEEE Trans Veh Technol 70(3):2181–2195
Jing CQ, Shu HY, Shu R et al (2022) Integrated control of electric vehicles based on active front steering and model predictive control. Control Eng Pract. https://doi.org/10.1016/j.conengprac.2022.105066
Liang XT, Zhao LF, Wang QD et al (2022) A novel steering-by-wire system with road sense adaptive friction compensation. Mech Syst Signal Process. https://doi.org/10.1016/j.ymssp.2021.108741
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The author(s) disclosed receipt of the following financial support for the research, authorship, and or publication of this article: This work was supported by the National Nature Science Foundation of China under Grants 51805133 and 52275100, and the National Key Research and Development Program under Grant 2021YFE0116600.
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Shao, W., Liang, X., Fang, T. et al. Active steering stability control of steer-by-wire vehicles based on variable horizon-robust model predictive control. J Braz. Soc. Mech. Sci. Eng. 45, 410 (2023). https://doi.org/10.1007/s40430-023-04316-5
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DOI: https://doi.org/10.1007/s40430-023-04316-5