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.

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

Yang, Wei;Zio, Enrico
2025-01-01

Abstract

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.
2025
Bayesian network
Maintenance optimization
Resilience
Risk assessment
Train braking system
File in questo prodotto:
File Dimensione Formato  
1-s2.0-S0951832025001322-main.pdf

Accesso riservato

Dimensione 4 MB
Formato Adobe PDF
4 MB Adobe PDF   Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1305291
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 6
  • ???jsp.display-item.citation.isi??? 4
social impact