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Webinar: Development of Machine Learning Decision Support Tools for Pavement Asset Management
WEB-R682B-22
24 Feb 2023
Asset Management
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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
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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…
Webinar: Next Generation Asset Data Collection: Road Pavement Performance
WEB-R651-21
22 Jun 2021
Asset Management
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The increasing pace of change of technology brings considerable promise of more data, of a higher quality, captured for a lower cost. This has the potential to improve the asset management of roads by enabling better decision making and providing a…
Next Generation Asset Data Collection: Road Pavement Performance
AP-R651-21
27 Apr 2021
Asset Management
More
This report identifies and evaluates technology solutions that meet asset management needs relating to road pavement performance. The increasing pace of change of technology brings considerable promise of more data, of a higher quality, captured for…
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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