An integrated method of resilience and risk assessment for maintenance strategy optimization of a train braking system

被引:0
作者
Xing, Jinduo [1 ]
Yang, Wei [1 ]
Yin, Xiaoliang [1 ]
Zio, Enrico [2 ,3 ]
机构
[1] Beijing Univ Civil Engn & Architecture, Sch Mech Elect & Vehicle Engn, Beijing 102600, Peoples R China
[2] Politech Milano, Energy Dept, Milan, Italy
[3] MINES Paris PSL Univ, CRC, Sophia Antipolis, France
关键词
Train braking system; Bayesian network; Resilience; Risk assessment; Maintenance optimization; NETWORK;
D O I
10.1016/j.ress.2025.110929
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this work, an integrated method based on system resilience and risk assessment is proposed to improve train braking safety by enhancing the system absorptive capacity and optimizing the recovery trajectory. Performance indexes are developed by considering the braking system topology connection, functional performance and availability. The absorptive and recovery capacity of the system are evaluated by risk and resilience, and the outcomes are used to improve operation and maintenance strategies. In particular, maintenance policy is determined by an optimization algorithm that aims to maximize system resilience. A 120-type air brake system assembled in the C80 trains is considered as a case study. The results of application show that the method can help to achieve high performance of the braking system.
引用
收藏
页数:14
相关论文
共 40 条
[31]   Solution for time-dependent resilience in the presence of gradual deterioration of performance [J].
Wang, Cao .
APPLIED MATHEMATICAL MODELLING, 2025, 137
[32]   Resilience-based design optimization of engineering systems under degradation and different maintenance strategy [J].
Wang, Zhonglai ;
Wen, Yang ;
Wang, Zhihua ;
Zhi, Pengpeng .
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2023, 66 (10)
[33]   Freight train air brake models [J].
Wu, Qing ;
Cole, Colin ;
Spiryagin, Maksym ;
Chang, Chongyi ;
Wei, Wei ;
Ursulyak, Lyudmila ;
Shvets, Angela ;
Murtaza, Mirza Ahsan ;
Mirza, Ikram Murtaza ;
Zhelieznov, Kostiantyn ;
Mohammadi, Saeed ;
Serajian, Hossein ;
Schick, Bastian ;
Berg, Mats ;
Sharma, Rakesh Chandmal ;
Aboubakr, Ahmed ;
Sharma, Sunil Kumar ;
Melzi, Stefano ;
Di Gialleonardo, Egidio ;
Bosso, Nicola ;
Zampieri, Nicolo ;
Magelli, Matteo ;
Ion, Craciun Camil ;
Routcliffe, Ian ;
Pudovikov, Oleg ;
Menaker, Grigory ;
Mo, Jiliang ;
Luo, Shihui ;
Ghafourian, Amin ;
Serajian, Reza ;
Santos, Auteliano A. ;
Teodoro, Icaro Pavani ;
Eckert, Jony Javorski ;
Pugi, Luca ;
Shabana, Ahmed ;
Cantone, Luciano .
INTERNATIONAL JOURNAL OF RAIL TRANSPORTATION, 2023, 11 (01) :1-49
[34]  
Xing JD, 2024, INT J HYDROGEN ENERG, V110, P371, DOI 10.1016/j.ijhydene.2025.02.110
[35]   A combined GA-TS algorithm for two-echelon dynamic vehicle routing with proactive satellite stations [J].
Xue, Guiqin ;
Wang, Yong ;
Guan, Xiangyang ;
Wang, Zheng .
COMPUTERS & INDUSTRIAL ENGINEERING, 2022, 164
[36]   Generalized-Norm-Based Robustness Evaluation Model of Bus Network under Snowy Weather [J].
Yan, Yadan ;
Su, Bohui ;
Chen, Zhiju .
SUSTAINABILITY, 2024, 16 (12)
[37]   Dynamic assessment of project portfolio risks from the life cycle perspective [J].
Zhang, Bingbing ;
Bai, Libiao ;
Zhang, Kaimin ;
Kang, Shuyun ;
Zhou, Xinyu .
COMPUTERS & INDUSTRIAL ENGINEERING, 2023, 176
[38]   Effect of uneven wear on the stability of friction braking system in high-speed train [J].
Zhang, Min ;
Xu, Shihao ;
Mo, Jiliang ;
Xiang, Zaiyu ;
Zhou, Zhongrong .
ENGINEERING FAILURE ANALYSIS, 2024, 158
[39]   Research on the air brake system of heavy haul trains based on neural network [J].
Zhou, Xinyi ;
Cheng, Shu ;
Yu, Tianjian ;
Zhou, Wei ;
Lin, Lei ;
Wang, Jia .
VEHICLE SYSTEM DYNAMICS, 2024, 62 (08) :2035-2053
[40]   Influence of disc brake on wheel polygonal wear of high-speed train [J].
Zhu, Qi ;
Xie, Jun ;
Zhang, Wei ;
Chen, Guangxiong ;
Tuo, Junbo .
WEAR, 2023, 524