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Webinar: Development of Machine Learning Decision Support Tools for Pavement Asset Management
WEB-R682B-22
24 Feb 2023
Asset Management
More
This is the second webinar in a two-webinar series. The session describes two case studies in the use of machine learning (ML) and artificial intelligence (AI) to create decision-support tools for pavement asset management. In the first study, we…
Webinar: Success Strategies for Delivering Artificial Intelligence and Machine Learning Projects
WEB-R682A-22
21 Feb 2023
Asset Management
More
Austroads has published practical guidance to help expand the use of artificial intelligence (AI) and machine learning (ML) in pavement asset management. AI/ML projects are notoriously prone to failure, including late or incomplete delivery, or even…
Development of Machine-Learning Decision-Support Tools for Pavement Asset Management
AP-R682-22
20 Dec 2022
Asset Management
More
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…
Investment Prioritisation Templates and User Guide
AP-R653-21
30 Jun 2021
Asset Management
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This user guide provides guidance on the Investment Prioritisation Templates. The templates are designed to help road authorities consider an investment opportunity through multiple dimensions, such as the benefits of the project, and risk with and…
Webinar: Implications of Pavement Markings for Machine Vision
WEB-R633-20
21 Oct 2020
Connected and Automated Vehicles
More
Introducing automated vehicles could dramatically impact the Australian and New Zealand travelling public&rsquo
Webinar: A Holistic Investment Prioritisation Framework for Road Assets
WEB-R631-20
8 Oct 2020
Asset Management
More
Currently road authorities rely on multiple different decision making-frameworks to help identify investment opportunities for the road network. The framework used often varies depending on the nature of the expenditure. For example, cost benefit…
Implications of Pavement Markings for Machine Vision
AP-R633-20
25 Sep 2020
Connected and Automated Vehicles
More
This report examines how longitudinal pavement markings affect automated steering functions and whether changes to design and maintenance practices could improve the support lane markings provide for current advanced drivers assistance systems and…
A Holistic Investment Prioritisation Framework for Road Assets
AP-R631-20
3 Sep 2020
Asset Management
More
This report proposes a holistic and risk based prioritisation framework to support investment decisions across road asset classes and expenditure categories. Transport agencies currently rely on different decision making frameworks to help identify…
Webinar: Procurement Decision Tool: A Case Study of the Toowoomba Second Range Crossing
WEB-R624-20
31 Jul 2020
Project Delivery
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This webinar, presented by Adrian Bridge on 31 July 2020, provides an overview of a new procurement decision tool and its application to a road infrastructure project, the Toowoomba Second Range Crossing (TSRC) in Queensland. The procurement…
Harmonisation of Pavement Markings and National Pavement Marking Specification
AP-R578-18
27 Aug 2018
Asset Management
More
This report documents a project undertaken to achieve national harmonisation through the development of national performance specification/criteria for pavement markings. The project investigated: longitudinal and transverse linemarking types and…
1
Latest Asset Management news
23 Jan 2023
Road deterioration models updated
21 Dec 2022
Expanding the use of machine learning and artificial intelligence in pavement asset management
24 Oct 2022
Fourth edition of Austroads’ Road Asset Data Standard provides revised priority data sets and machine-readable formats
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