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Showing 11 - 20 of 89 Publications
Webinar: Austroads Project Pipeline 2023-24
This webinar is beneficial to consultants who may be interested in tendering for Austroads projects. The session covers new Austroads projects lined up for the 2023-24 financial year, Austroads process around research data collection and what is…
Webinar: Road Deterioration Model Update
Road deterioration (RD) models help in predicting future road condition and assessing maintenance needs. Austroads recent project updated the current Austroads RD models using the additional long-term pavement performance (LTPP) and long-term…
Advanced Driver Assistance Systems: Driver Education Guideline
The presence and use of technology in light vehicles has been increasing at a steady rate for several years. Advanced Driver Assistance Systems: Driver Education Guide provides a brand and model neutral list of Advanced Driver Assistance Systems…
Webinar: Development of Machine Learning Decision Support Tools for Pavement Asset Management
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
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…
Austroads Road Deterioration Model Update: Cracking
This report documents a project designed to update the current Austroads road deterioration (RD) models using the long-term pavement performance and long-term pavement performance maintenance (LTPP/LTPPM) dataset and other data available, such as…
Austroads Road Deterioration Model Update: Roughness
This report documents a project designed to update the current Austroads road deterioration (RD) models using the long-term pavement performance and long-term pavement performance maintenance (LTPP/LTPPM) dataset and other data available, such as…
Austroads Road Deterioration Model Update: Rutting
This report documents a project designed to update the current Austroads road deterioration (RD) models using the long-term pavement performance and long-term pavement performance maintenance (LTPP/LTPPM) dataset and other data available, such as…
Austroads Road Deterioration Model Update: Deflection
This report documents a project designed to update the current Austroads road deterioration (RD) models using the long-term pavement performance and long-term pavement performance maintenance (LTPP/LTPPM) dataset and other data available, such as…
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…