A review on empirical methods of pavement performance modeling
This paper conducts a comprehensive review of empirical methods of pavement
performance modeling. The paper firstly analyzes performance measures used in existing …
performance modeling. The paper firstly analyzes performance measures used in existing …
[图书][B] Statistical and econometric methods for transportation data analysis
The book's website (with databases and other support materials) can be accessed here.
Praise for the Second Edition: The second edition introduces an especially broad set of …
Praise for the Second Edition: The second edition introduces an especially broad set of …
The use of deep neural networks for developing generic pavement rutting predictive models
Rutting prediction models are essential elements of efficient pavement management
systems. Accuracy of commonly used predictive models necessitates knowledge of the input …
systems. Accuracy of commonly used predictive models necessitates knowledge of the input …
Application of Markov chains and Monte Carlo simulations for developing pavement performance models for urban network management
A Osorio-Lird, A Chamorro, C Videla… - Structure and …, 2018 - Taylor & Francis
Existing performance models developed for interurban pavements are not applicable to
urban pavements due to differences in traffic demands and deterioration trends. The …
urban pavements due to differences in traffic demands and deterioration trends. The …
Establishment of prediction models of asphalt pavement performance based on a novel data calibration method and neural network
This paper aims to develop models to forecast the deterioration of pavement conditions
including rutting, roughness, skid-resistance, transverse cracking, and pavement surface …
including rutting, roughness, skid-resistance, transverse cracking, and pavement surface …
A statistical deterioration forecasting method using hidden Markov model for infrastructure management
K Kobayashi, K Kaito, N Lethanh - Transportation Research Part B …, 2012 - Elsevier
The application of Markov models as deterioration-forecasting tools has been widely
documented in the practice of infrastructure management. The Markov chain models employ …
documented in the practice of infrastructure management. The Markov chain models employ …
Optimal long‐term infrastructure maintenance planning accounting for traffic dynamics
Periodic infrastructure maintenance is crucial for a safe and efficient transportation system.
Numerous decision models for the maintenance planning problem have been proposed in …
Numerous decision models for the maintenance planning problem have been proposed in …
IRI deterioration model for asphalt concrete pavements: capturing performance improvements over time
Pavement deterioration models are an essential component of performance-based
management of transportation infrastructure. This study aims to improve existing techniques …
management of transportation infrastructure. This study aims to improve existing techniques …
The price of uncertainty in pavement infrastructure management planning: An integer programming approach
MW Ng, Z Zhang, ST Waller - Transportation Research Part C: Emerging …, 2011 - Elsevier
Currently there is a true dichotomy in the pavement maintenance and rehabilitation (M&R)
literature. On the one hand, there are integer programming-based models that assume that …
literature. On the one hand, there are integer programming-based models that assume that …
Does pavement degradation follow a random walk with drift? Evidence from variance ratio tests for pavement roughness
Planning agencies increasingly use pavement management systems (PMS) to determine an
optimal preservation strategy for their roadway assets. To develop cost-effective resource …
optimal preservation strategy for their roadway assets. To develop cost-effective resource …