Predictive Modeling for Highway Pavement Rutting: A Comparative Analysis of Auto-Machine Learning and Structural Equation Models

M Ekmekci, R Sinanmis… - Transportation Research …, 2024 - journals.sagepub.com
Highway pavements deteriorate over time as successive wheel loads cause rutting,
cracking, texture loss, and so forth. Design standards and pavement performance models …

An internet of things prototype to quantify the lateral wheel path distributions of local roads in New Zealand

Y Li, JD van der Walt, E Scheepbouwer… - … Journal of Pavement …, 2023 - Taylor & Francis
The actual lateral wheel path distribution (LWD) on roads differs from the design
assumptions. This leads to premature deterioration of chip-sealed pavements in the form of …

A case study of PavMD a new tool to identify good performing pavements in New Zealand

JD van der Walt, E Scheepbouwer… - Canadian Journal of …, 2022 - cdnsciencepub.com
With the advancement of digital technology, the collection of pavement performance data
has become commonplace. The improvement of tools to extract useful information from …

Traffic channelisation and pavement deterioration: an investigation of the role of lateral wander on asphalt pavement rutting

R Sinanmis, L Woods - International Journal of Pavement …, 2023 - Taylor & Francis
Accurate estimation of traffic load plays a crucial role in the economical design of
pavements. The cross sectional distribution of the vehicle positions means that the traffic …