Evaluate Pavement Skid Resistance Performance Based on Bayesian-LightGBM Using 3D Surface Macrotexture Data

Evaluate Pavement Skid Resistance Performance Based on Bayesian-LightGBM Using 3D Surface Macrotexture Data

The lack of skid resistance performance is a crucial factor leading to road traffic accidents. The pavement surface friction is an essential indicator for measuring the skid resistance. The surface texture structure significantly affects the friction between the tire and the pavement, determining th...

Full description

Bibliographic Details
Main Authors: Yuanjiao Hu, Zhaoyun Sun, Yuxi Han, Wei Li, Lili Pei
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Materials
Subjects:
skid resistance
3D macrotexture characteristics
feature importance analysis
friction coefficient
Bayesian-LightGBM
Online Access:https://www.mdpi.com/1996-1944/15/15/5275

Internet

https://www.mdpi.com/1996-1944/15/15/5275

Similar Items