Austroads: Transport Research and Trends
Government
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 explore whether ML can learn to reproduce expert treatment decisions and automatically identify candidate projects, using historic condition, treatment and inventory data.
In the second study, we explore extensions to conventional Pavement Management System (PMS) optimisation tools which provide insight into the network-wide implications of various multi-criteria funding allocation scenarios, and the levels of service that can potentially be realised.
The webinar is presented by Tim Cross and David Rawlinson.
Benefits of Safety and Traffic Management Technologies
Guidelines and Specifications for Microsurfacing
Updated Pedestrian Facility Selection Tool (2018)
Best Practice in Road Safety Infrastructure Programs
Towards Safe System Infrastructure
Geopolymer Concrete and its Applications
Local Road Access for High Productivity Freight Vehicles
Pavement Design: Guide to Pavement Technology Parts 2 and 4C (2017 Editions)
National Performance-based Asphalt Specification Framework
Modelling of High Productivity Vehicles in Metropolitan Areas
Safe System Infrastructure on Mixed Use Arterials
National Mass Assessment for Oversize Overmass Vehicles
Strategic Review of the Guide to Traffic Management
Guide to Traffic Management Part 3: Traffic Studies and Analysis (2017 Edition)
Current Practice and Developments in Concept of Operations across Road Agencies in Australia and New Zealand
Guide to Traffic Management Part 13: Road Environment Safety (2017 Edition)
Intersections - Guide to Traffic Management Part 6 and Guide to Road Design Part 4 and 4A (2017 Editions)
Road Transport Management Framework and Principles
Safety Benefits of Cooperative ITS and Automated Driving in Australia and New Zealand
Prioritising On-Road Public Transport
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