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  • 标题:Case Study of Four Vehicle Reliability Comparison Based on Survival Analysis
  • 本地全文:下载
  • 作者:Pengzhou Xu ; Junhui Gao
  • 期刊名称:Journal of Transportation Technologies
  • 印刷版ISSN:2160-0473
  • 电子版ISSN:2160-0481
  • 出版年度:2019
  • 卷号:09
  • 期号:01
  • 页码:109-119
  • DOI:10.4236/jtts.2019.91007
  • 出版社:Scientific Research Publishing
  • 摘要:The paper is written to analyze the behavior of a selected set of vehicles with different makes, on how they survive after each owner change. The data come from Github. The four cars are Honda Accord, Mini Cooper, Chevy Cavalier, and Toyota Avalon. The two faults are Engine System and Transmission System. The data are from 1996 to 2012. The paper used the Kaplan-Meier curve to survival analysis; the paper also calculates and discusses the self-comparison of each car’s four time periods, the four-stage failure rate through median comparison, and the median comparison of fault conditions in all years. We find that all the vehicle types have gotten better with the years and Toyota vehicles are more reliable than Honda.
  • 关键词:Survival Analysis;Automobile;Reliability;Case Study
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