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

Institutions

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

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Nonlinear Clamping Force Estimation and Robust Control of an Electro-Mechanical Brake System for Electric Vehicles Based on PWA-H ∞

Xing Xu, Yi‐Qing Ni, Feng Wang, Yingfeng Cai et al.
5 citations
IEEE/ASME Transactions on Mechatronics
Industrial Technology and Control Systems
1.64
article

Nonlinear Clamping Force Estimation and Robust Control of an Electro-Mechanical Brake System for Electric Vehicles Based on PWA-H ∞

Xing Xu, Yi‐Qing Ni, Feng Wang, Yingfeng Cai, Dianyong Chen
article en
5 citations

Abstract

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.

IEEE/ASME Transactions on MechatronicsVol. 30(6)
Jiangsu University (CN), Hong Kong Polytechnic University (HK)
Ministry of Education, Libya, National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 15%
Industrial Technology and Control Systems
1.64
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.