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Development of Machine-Learning Decision-Support Tools for Pavement Asset Management
AP-R682-22
20 Dec 2022
Asset Management
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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
AP-R649-21
3 May 2021
Asset Management
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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
AP-R650-21
30 Apr 2021
Pavement
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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.…
Improved Bridge Deterioration Models, Predictive Tools and Costs
AP-R487-15
26 Jun 2015
Bridges
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The management of Australia and New Zealand’s bridge stock involves the development of forward works programs for periods up to, and longer than, ten years into the future. The scheduling of maintenance, rehabilitation and replacement, forms part of…
Review of Axle Spacing Mass Schedules and Future Framework for Assessment of Heavy Vehicle Access Applications
AP-R466-14
10 Sep 2014
Bridges
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A key component to improving freight productivity in Australia is to improve access to the network for heavy vehicle operators. Assessment of bridge capacity is perceived to be critical to this aim.
Review of AS 5100.7 Rating of Existing Bridges and the Bridge Assessment Group Guidelines
AP-R452-14
20 Feb 2014
Bridges
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There is significant pressure in Australia to improve freight productivity through the national reform agenda. A key component of the reform plan is to improve access to the road network for heavy vehicle operators. Assessment of bridge capacity is…
Development of Marginal Costs for Heavy Vehicle Bridge Usage
AP-R407-12
27 Jun 2012
Bridges
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This report develops approaches that estimate the marginal cost (MC) of bridge wear for heavy vehicle usage and estimates the availability and reliability of the data needed to use these approaches. Two approaches were examined. The first was an…
Design Rules for Bridge Bearings and Expansion Joints
AP-R405-12
18 Jun 2012
Bridges
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In modern bridge structures, bridge bearings and expansion joints are commonly the source of most maintenance and performance issues. In some situations their performance can lead to the closure/failure of major structures and their maintenance can…
Investigating the Development of a Bridge Assessment Tool for Determining Access for High Productivity Freight Vehicles
AP-R398-12
7 Feb 2012
Bridges
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This report deals with the first component of the bridge assessment tool and is a scoping study to determine whether there is sufficient data, and whether there exists suitable engineering models, to develop robust and nationally uniform technical…
Improved Distress Viscosity Model for Reseal Intervention
AP-R270-05
1 Jul 2005
Asset Management
More
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…
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21 May 2024
New report details findings of survey of medical practices and practitioners
13 May 2024
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9 May 2024
Neil Scales honoured with Austroads Medal for transformational leadership
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