Fault risk assessment of railway turnout ballast clearing machine based on AHP-fuzzy comprehensive evaluation method

To evaluate the fault risk of a small railway turnout ballast clearing machine, this paper employs the Analytic Hierarchy Process (AHP) to assess reliability based on subjective experience. Additionally, the fuzzy comprehensive evaluation method is utilized to quantify the risk. This combined approach facilitates the construction of an objective and rational risk assessment system for the ballast-clearing machine. The four main fault factors, which include rake claw fault, bearing fault, chain fault, and sprocket fault, are analysed using the Analytic Hierarchy Process, and the weight value for each type of fault is determined. A fuzzy relationship matrix is then established using the fuzzy comprehensive evaluation method, and a comprehensive evaluation of each fault factor is conducted to obtain the probability of various faults occurring in the ballast-clearing machine. Based on the results, the fault grade of the ballast clearing machine is assessed to be of medium risk.

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Publication Details

Journal
IET conference proceedings.
Published
2025-01-01
DOI
https://doi.org/10.1049/icp.2024.3418
Primary Topic
Evaluation and Optimization Models
Type
article
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Fault risk assessment of railway turnout ballast clearing machine based on AHP-fuzzy comprehensive evaluation method

Haikuo He, Jiang Liu, Zhaoxia Cui
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IET conference proceedings.
Evaluation and Optimization Models
article

Fault risk assessment of railway turnout ballast clearing machine based on AHP-fuzzy comprehensive evaluation method

Haikuo He, Jiang Liu, Zhaoxia Cui
article en

Abstract

To evaluate the fault risk of a small railway turnout ballast clearing machine, this paper employs the Analytic Hierarchy Process (AHP) to assess reliability based on subjective experience. Additionally, the fuzzy comprehensive evaluation method is utilized to quantify the risk. This combined approach facilitates the construction of an objective and rational risk assessment system for the ballast-clearing machine. The four main fault factors, which include rake claw fault, bearing fault, chain fault, and sprocket fault, are analysed using the Analytic Hierarchy Process, and the weight value for each type of fault is determined. A fuzzy relationship matrix is then established using the fuzzy comprehensive evaluation method, and a comprehensive evaluation of each fault factor is conducted to obtain the probability of various faults occurring in the ballast-clearing machine. Based on the results, the fault grade of the ballast clearing machine is assessed to be of medium risk.

IET conference proceedings.Vol. 2024(12)
Inner Mongolia University of Technology (CN)
Climate action
Openalex Percentile: Top 100%
Evaluation and Optimization Models
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Fault risk assessment of railway turnout ballast clearing machine based on AHP-fuzzy comprehensive evaluation method — Haikuo He, Jiang Liu, et al. · IET conference proceedings. (2025) | TGRS Research Map | TGRS