Cargando…

Safety evaluation of rail transit vehicle system based on improved AHP-GA

The rail transit vehicle system is an important subsystem with the most frequent operation accidents and the most direct impact on passengers. Based on the particularity of the vehicle system and the complexity of the system, the hierarchical analysis method (AHP) is used to evaluate its safety. Hig...

Descripción completa

Detalles Bibliográficos
Autores principales: Dong, Sihui, Yu, Fei, Wang, Kang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9401107/
https://www.ncbi.nlm.nih.gov/pubmed/36001603
http://dx.doi.org/10.1371/journal.pone.0273418
_version_ 1784772895686262784
author Dong, Sihui
Yu, Fei
Wang, Kang
author_facet Dong, Sihui
Yu, Fei
Wang, Kang
author_sort Dong, Sihui
collection PubMed
description The rail transit vehicle system is an important subsystem with the most frequent operation accidents and the most direct impact on passengers. Based on the particularity of the vehicle system and the complexity of the system, the hierarchical analysis method (AHP) is used to evaluate its safety. High-order judgment matrix often has inconsistency, and the judgment matrix consistency guarantee is the key to the hierarchical analysis method applied. Based on the hierarchical analysis principle, this paper corrects the inconsistency judgment matrix and realizes the optimization calculation based on the genetic algorithm. This paper constructs a vehicle system safety evaluation index system including 26 indexes at three layers and uses the fuzzy comprehensive evaluation method to evaluate the system safety level. The results show that the calculation results based on the improved AHP-GA are significantly better than that based on the conventional AHP method. The comprehensive evaluation conclusion of the case is "average", and the safety level of the vehicle system of the case enterprise needs to be strengthened.
format Online
Article
Text
id pubmed-9401107
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-94011072022-08-25 Safety evaluation of rail transit vehicle system based on improved AHP-GA Dong, Sihui Yu, Fei Wang, Kang PLoS One Research Article The rail transit vehicle system is an important subsystem with the most frequent operation accidents and the most direct impact on passengers. Based on the particularity of the vehicle system and the complexity of the system, the hierarchical analysis method (AHP) is used to evaluate its safety. High-order judgment matrix often has inconsistency, and the judgment matrix consistency guarantee is the key to the hierarchical analysis method applied. Based on the hierarchical analysis principle, this paper corrects the inconsistency judgment matrix and realizes the optimization calculation based on the genetic algorithm. This paper constructs a vehicle system safety evaluation index system including 26 indexes at three layers and uses the fuzzy comprehensive evaluation method to evaluate the system safety level. The results show that the calculation results based on the improved AHP-GA are significantly better than that based on the conventional AHP method. The comprehensive evaluation conclusion of the case is "average", and the safety level of the vehicle system of the case enterprise needs to be strengthened. Public Library of Science 2022-08-24 /pmc/articles/PMC9401107/ /pubmed/36001603 http://dx.doi.org/10.1371/journal.pone.0273418 Text en © 2022 Dong et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Dong, Sihui
Yu, Fei
Wang, Kang
Safety evaluation of rail transit vehicle system based on improved AHP-GA
title Safety evaluation of rail transit vehicle system based on improved AHP-GA
title_full Safety evaluation of rail transit vehicle system based on improved AHP-GA
title_fullStr Safety evaluation of rail transit vehicle system based on improved AHP-GA
title_full_unstemmed Safety evaluation of rail transit vehicle system based on improved AHP-GA
title_short Safety evaluation of rail transit vehicle system based on improved AHP-GA
title_sort safety evaluation of rail transit vehicle system based on improved ahp-ga
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9401107/
https://www.ncbi.nlm.nih.gov/pubmed/36001603
http://dx.doi.org/10.1371/journal.pone.0273418
work_keys_str_mv AT dongsihui safetyevaluationofrailtransitvehiclesystembasedonimprovedahpga
AT yufei safetyevaluationofrailtransitvehiclesystembasedonimprovedahpga
AT wangkang safetyevaluationofrailtransitvehiclesystembasedonimprovedahpga