Braking reconstruction control for fault-tolerance in electro-mechanical brake actuator failures

Electro-mechanical brake (EMB) has been recognized as prospective braking system for electric vehicles. However, the safety issues associated with actuator failures have become the main bottleneck restricting its application. Taking other healthy actuators as redundant resources and establishing controller to reconstruct the braking force after braking failures is the main technical approach for improving EMB fault-tolerance. After literature review, the braking reconstruction control in previous studies are dedicated to a specific failure mode, such as single actuator failure, and the universality of the previous braking reconstruction methods requires further verifications. To solve that, an electric bus equipped with EMB was taken as carrier to further study the optimal braking reconstruction scheme. Specifically, an overall control architecture is presented, and the braking failure modes under the multiple factors are analyzed firstly. Subsequently, the braking reconstruction rules are built to regulate the braking force on remaining and healthy actuators upon braking failure modes. Furthermore, the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" overflow="scroll"> <mml:mrow> <mml:msub> <mml:mrow> <mml:mi>H</mml:mi> </mml:mrow> <mml:mrow> <mml:mi>∞</mml:mi> </mml:mrow> </mml:msub> </mml:mrow> </mml:math> algorithm is introduced to decide the reconstructed braking force according to the vehicle motions. Finally, the co-simulation analyses and hardware-in-the-loop (HIL) tests are carried out to evaluate the effectiveness of the braking reconstruction control in EMB actuator failures. The main results indicated that the braking reconstruction is dynamically adjusted by the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" overflow="scroll"> <mml:mrow> <mml:msub> <mml:mrow> <mml:mi>H</mml:mi> </mml:mrow> <mml:mrow> <mml:mi>∞</mml:mi> </mml:mrow> </mml:msub> </mml:mrow> </mml:math> controller according to vehicle dynamics, and the proposed braking reconstruction control achieved the expected effects in the above conditions.

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Institutions

Publication Details

Journal
Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering
Published
2024-11-21
DOI
https://doi.org/10.1177/09544070241296584
Citations
2
Primary Topic
Vehicle Dynamics and Control Systems
Type
article
Field-Weighted Citation Impact
0.41

Funders

Controls
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Braking reconstruction control for fault-tolerance in electro-mechanical brake actuator failures

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Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering
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article

Braking reconstruction control for fault-tolerance in electro-mechanical brake actuator failures

Jing Peng, Tong Wu, Junnian Wang, Jin Rong, Liang Chu, Xiaojun Yang, Yang Meng
article en
2 citations

Abstract

Electro-mechanical brake (EMB) has been recognized as prospective braking system for electric vehicles. However, the safety issues associated with actuator failures have become the main bottleneck restricting its application. Taking other healthy actuators as redundant resources and establishing controller to reconstruct the braking force after braking failures is the main technical approach for improving EMB fault-tolerance. After literature review, the braking reconstruction control in previous studies are dedicated to a specific failure mode, such as single actuator failure, and the universality of the previous braking reconstruction methods requires further verifications. To solve that, an electric bus equipped with EMB was taken as carrier to further study the optimal braking reconstruction scheme. Specifically, an overall control architecture is presented, and the braking failure modes under the multiple factors are analyzed firstly. Subsequently, the braking reconstruction rules are built to regulate the braking force on remaining and healthy actuators upon braking failure modes. Furthermore, the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" overflow="scroll"> <mml:mrow> <mml:msub> <mml:mrow> <mml:mi>H</mml:mi> </mml:mrow> <mml:mrow> <mml:mi>∞</mml:mi> </mml:mrow> </mml:msub> </mml:mrow> </mml:math> algorithm is introduced to decide the reconstructed braking force according to the vehicle motions. Finally, the co-simulation analyses and hardware-in-the-loop (HIL) tests are carried out to evaluate the effectiveness of the braking reconstruction control in EMB actuator failures. The main results indicated that the braking reconstruction is dynamically adjusted by the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" overflow="scroll"> <mml:mrow> <mml:msub> <mml:mrow> <mml:mi>H</mml:mi> </mml:mrow> <mml:mrow> <mml:mi>∞</mml:mi> </mml:mrow> </mml:msub> </mml:mrow> </mml:math> controller according to vehicle dynamics, and the proposed braking reconstruction control achieved the expected effects in the above conditions.

Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile EngineeringVol. 239(13)
Jilin University (CN), Hubei University of Automotive Technology (CN)
Natural Science Foundation of Jilin Province, National Natural Science Foundation of China
Openalex Percentile: Top 38%
Vehicle Dynamics and Control Systems
0.41
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