Nonlinear Clamping Force Estimation and Robust Control of an Electro-Mechanical Brake System for Electric Vehicles Based on PWA-H <sub>∞</sub>
The electro-mechanical brake (EMB) is a type of brake-by-wire system that generates the clamping force through an electric motor and mechanical transmission, and it has the performance of faster response and higher tracking accuracy. This article presents a novel H<sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">∞</sub> robust controller based on a clamping force estimator to track desired clamping force for “sensorless” electro-mechanical brake system in the presence of both nonlinearities and uncertainties. First, a novel EMB model including the dc motor, planetary gear set, flexibility-considered ball screw, and pressure-displacement relationship-considered clamping force model is built. Particularly, a clamping force estimator based on extended least square algorithm is proposed, which only requires the existing measurements of motor angle. Then, the control-oriented piecewise affine (PWA) model and H<sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">∞</sub> robust theory are adopted to design the PWA-H<sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">∞</sub> based clamping force tracking controller strategy. Finally, the simulations and experiments show that the proposed PWA-H<sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">∞</sub> strategy provides satisfactory tracking performance and robustness in the presence of uncertainties, nonlinearities, and disturbances in the diverse working region of EMB system.
Authors
- Xing Xu (ORCID: https://orcid.org/0000-0003-2119-9429)
- Yi‐Qing Ni (ORCID: https://orcid.org/0000-0003-1527-7777)
- Feng Wang (ORCID: https://orcid.org/0000-0002-6294-7238)
- Yingfeng Cai (ORCID: https://orcid.org/0000-0002-0633-9887)
- Dianyong Chen (ORCID: https://orcid.org/0009-0000-0099-0356)
Institutions
- Jiangsu University (CN)
- Hong Kong Polytechnic University (HK)
Publication Details
- Journal
- IEEE/ASME Transactions on Mechatronics
- Published
- 2024-12-13
- DOI
- https://doi.org/10.1109/tmech.2024.3509391
- Citations
- 5
- Primary Topic
- Industrial Technology and Control Systems
- Type
- article
- Field-Weighted Citation Impact
- 1.64
Funders
- Ministry of Education, Libya
- National Natural Science Foundation of China