Brake-by-wire architecture design and analysis in accordance with functional safety standard

故障树分析 制动器 可靠性工程 可靠性(半导体) 功能安全 底盘 贝叶斯网络 汽车工业 计算机科学 过程(计算) 可靠性框图 工程类 汽车工程 人工智能 功率(物理) 物理 结构工程 量子力学 航空航天工程 操作系统
作者
Yanfeng Fang,Weida Wang,Chao Yang,Yuhang Zhang,Zhentao Chen
出处
期刊:Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering [SAGE Publishing]
卷期号:238 (12): 3794-3808 被引量:5
标识
DOI:10.1177/09544070231185192
摘要

The brake-by-wire (BBW) system is one of the safety-critical components of intelligent vehicle chassis, and ensuring its reliability requires a comprehensive functional safety design process. Although many studies have been conducted on electro-mechanical braking (EMB), there is a lack of relevant content on electro-hydraulic braking (EHB), another scheme of BBW system. And the key components affecting EHB system reliability need to be further explored. To address these issues, a system-architecture for EHB with fail-operational capabilities based on ISO 26262 is proposed. Additionally, Fault tree analysis (FTA) and Bayesian network (BN) are used for assessing its reliability. Fault tree (FT) is established to quantitatively calculate the Automotive Safety Integration Level (ASIL). Then FT is mapped into BN, and the conditional probability table is modified to express the polymorphic and uncertain logical relationship of events. To mitigate the dimensional disaster caused by numerous risk factors in the joint probability distribution, a Noisy-or gate method is applied in the BN to address this problem. Finally, the crucial events of system reliability are analyzed. The results indicate that the proposed EHB architecture can meet the safety and reliability requirements of ASIL D and can provide essential reference for the design of EHB related fail-operational system.
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