Analysis of influencing factors on reliability of bus unit distance running time

Qin Wang

doi:10.1117/12.2619899

22 December 2021 Analysis of influencing factors on reliability of bus unit distance running time

Qin Wang

Proceedings Volume 12058, Fifth International Conference on Traffic Engineering and Transportation System (ICTETS 2021); 120585Y (2021) https://doi.org/10.1117/12.2619899
Event: 5th International Conference on Traffic Engineering and Transportation System (ICTETS 2021), 2021, Chongqing, China

Abstract

Bus operation reliability is the ability to provide consistent service over a period. It is an important indicator for measuring bus operation. A reasonable analysis of factors affecting bus operation reliability is an important prerequisite for achieving reliability improvement. This paper defines the evaluation indicators of the bus running time to analyze different types of buses. Linear regression, stepwise regression, ridge regression, lasso regression, and decision tree methods are used to analyze the influencing factors the of bus in different periods. These analyses will help lay the foundation for future reliability improvements.

Citation Download Citation

Qin Wang "Analysis of influencing factors on reliability of bus unit distance running time", Proc. SPIE 12058, Fifth International Conference on Traffic Engineering and Transportation System (ICTETS 2021), 120585Y (22 December 2021); https://doi.org/10.1117/12.2619899

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