Predictive Wheel Cylinder Pressure Control for Automotive Hydraulic Brake-by-Wire Systems

IF 7.3 1区 工程技术 Q1 AUTOMATION & CONTROL SYSTEMS IEEE/ASME Transactions on Mechatronics Pub Date : 2024-11-07 DOI:10.1109/TMECH.2024.3483222
Weilong Liu;Junzhi Zhang;Ruihai Ma;Yuan Ji;Xiaoxia He;Chengkun He
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Abstract

High-speed on/off valve (HSV), characterized by its low cost, fast response, and strong robustness, has been extensively used in automotive hydraulic brake-by-wire systems. Studies on wheel cylinder pressure (WCP) control methods based on HSVs have been ongoing for a long time. To alleviate the calibration workload and avoid the usage of the pulsewidth modulation technique, this article proposes an intuitive and easy-to-implement predictive pressure control (PPC) method by directly taking advantage of the on/off nature of the HSV. First, considering the HSV as an ideal hydraulic switch with two states of on and off, the finite control combinations of the inlet and outlet valves are defined. Subsequently, the corresponding finite flow rate set WCP model is proposed. Second, the principle and design of the proposed PPC method are presented. Based on pressure measurements and disturbance observation, at every sampling instant, the WCPs are predicted by applying all control combinations to the finite flow rate set WCP model. These predictions are evaluated with a cost function that minimizes the pressure tracking error. Then, the control combination with minimum cost is selected and applied. Finally, a hardware-in-the-loop test bench is set up to implement and validate the proposed PPC method. The experimental results demonstrate that compared to a classic WCP control method based on the pulsewidth modulation technique, the proposed PPC method improves precision by at least 10% and 40% in the steady-state and dynamic pressure tracking experiments for normal braking demands, respectively.
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汽车线控液压制动系统的预测性轮缸压力控制
高速开关阀(HSV)以其成本低、响应速度快、鲁棒性强等特点,广泛应用于汽车液压线控制动系统中。基于hsv的轮缸压力控制方法的研究已经进行了很长时间。为了减轻校准工作量和避免使用脉宽调制技术,本文提出了一种直观、易于实现的预测压力控制(PPC)方法,直接利用HSV的开/关特性。首先,将HSV作为一种具有开、关两种状态的理想液压开关,定义了进出口阀的有限控制组合;随后,提出了相应的有限流量集WCP模型。其次,介绍了所提出的PPC方法的原理和设计。基于压力测量和扰动观测,在每个采样时刻,通过将所有控制组合应用于有限流量集WCP模型来预测WCP。这些预测是用成本函数来评估的,从而使压力跟踪误差最小化。然后选择并应用成本最小的控制组合。最后,建立了硬件在环试验台来实现和验证所提出的PPC方法。实验结果表明,与基于脉宽调制技术的经典WCP控制方法相比,在正常制动需求的稳态和动态压力跟踪实验中,PPC方法的精度分别提高了至少10%和40%。
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来源期刊
IEEE/ASME Transactions on Mechatronics
IEEE/ASME Transactions on Mechatronics 工程技术-工程:电子与电气
CiteScore
11.60
自引率
18.80%
发文量
527
审稿时长
7.8 months
期刊介绍: IEEE/ASME Transactions on Mechatronics publishes high quality technical papers on technological advances in mechatronics. A primary purpose of the IEEE/ASME Transactions on Mechatronics is to have an archival publication which encompasses both theory and practice. Papers published in the IEEE/ASME Transactions on Mechatronics disclose significant new knowledge needed to implement intelligent mechatronics systems, from analysis and design through simulation and hardware and software implementation. The Transactions also contains a letters section dedicated to rapid publication of short correspondence items concerning new research results.
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