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

High-speed <sc xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">on/off</small> 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 <sc xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">on/off</small> nature of the HSV. First, considering the HSV as an ideal hydraulic switch with two states of <sc xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">on</small> and <sc xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">off</small>, 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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Publication Details

Journal
IEEE/ASME Transactions on Mechatronics
Published
2024-11-07
DOI
https://doi.org/10.1109/tmech.2024.3483222
Citations
5
Primary Topic
Vehicle Dynamics and Control Systems
Type
article
Field-Weighted Citation Impact
1.02
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article

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

Ruihai Ma, Junzhi Zhang, Chengkun He, Xiaoxia He et al.
5 citations
IEEE/ASME Transactions on Mechatronics
Vehicle Dynamics and Control Systems
1.02
article

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

Ruihai Ma, Junzhi Zhang, Chengkun He, Xiaoxia He, Weilong Liu
article en
5 citations

Abstract

High-speed <sc xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">on/off</small> 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 <sc xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">on/off</small> nature of the HSV. First, considering the HSV as an ideal hydraulic switch with two states of <sc xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">on</small> and <sc xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">off</small>, 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.

IEEE/ASME Transactions on MechatronicsVol. 30(2)
Nanyang Technological University (SG), Tsinghua University (CN)
Affordable and clean energy
Openalex Percentile: Top 24%
Vehicle Dynamics and Control Systems
1.02
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