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Development of Machine-Learning Decision-Support Tools for Pavement Asset Management
This report explores the use of Artificial Intelligence (AI) and Machine-Learning (ML) in pavement asset management and details a methodology for developing new use-cases. While there are some existing uses of AI and ML technology in pavement asset…
Prolonging the Life of Road Assets Under Increasing Demand: A Framework and Tools for Informing the Development and Justification of Asset Preservation and Renewal
This report provides an evaluation framework, practices and supporting tools for evaluating road preservation and renewal treatment options for predominantly sprayed seal flexible pavements. It includes a compilation of case studies based on a…
Strategy for an Improved Mechanistic-empirical Flexible Pavement Treatment Design
This report details research undertaken to improve the mechanistic-empirical procedure for pavement rehabilitation and strengthening treatment design included in Austroads Guide to Pavement Technology Part 5: Pavement Evaluation and Treatment Design.…
Options for Managing the Impacts of Aged Heavy Vehicles
This report investigates policy options for reducing the harmful effects of the oldest trucks operating on Australian and New Zealand roads. Aged trucks impose a financial burden on the community through their effects on human health and the…
Community Attitudes to Road Freight Vehicles
This report describes the perceived impact of heavy freight vehicles using major freight routes on people living or working close to such routes. The literature obtained, and the experience of relevant stakeholders, suggested that noise and…
Strategies for Reducing the Environmental Impacts of Increased Night-Time Operations of Road Freight: A Scoping Study
It is predicted that the Australian road freight task will more than double between 2000 and 2020. The Australian heavy vehicle industry estimates that the increased road freight task will result in the addition of approximately 50,000 trucks to the…
Maintenance Techniques to Reduce Social and Environmental Impacts
Selection of maintenance techniques is always a balance between the administering authority costs and social and environmental costs and outcomes. This project provides practical information and a methodology (including a worked example) for…
Modelling, Measuring and Mitigating Road Traffic Noise
This Report examines the role of noise impact assessment in the management of road traffic noise. Part 1 provides an overview of noise impact assessment including issues such as the existing noise environment, route selection and route changes,…
Improved Distress Viscosity Model for Reseal Intervention
An existing model predicted binder life by combining a binder hardening (increase in viscosity) model and a distress viscosity model. Inputs for the two models were site temperature parameters, binder durability (resistance to hardening) and seal…
Development of an Aggregate Size Term for a Reseal Intervention Model
An existing model predicted maximum seal life by combining a binder hardening (increase in viscosity) model and a distress viscosity model. Inputs for the two models were site temperature parameters and binder durability (resistance to hardening).…