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.
Strategic Review of Road Design Guidance
Safe Active Streets: An Overview of WA's Pilot Program
Feasibility of Using Anti-stripping Additives as an Alternative to Hydrated Lime
2023 National Walking and Cycling Participation Survey
Validation of Superpave™ Method of Asphalt Compaction for Australasia
Update to the Guide to Bridge Technology Part 7
Methodology for Comparing Dangerous Goods Risk in Road Tunnels to Those on Alternative Routes
Driving Data Potential: Exploring the Country's Road Network in the Digital Atlas of Australia
Optimising Project Delivery Performance (Accelerated Projects)
Guidelines for Incident Response Vehicles and Truck-Mounted Attenuators
Is Zero Road Trauma Possible?
Driver Licensing Directions
Changes to the National Heavy Vehicle Driver Competency Framework
Use of a Driving Simulator to Assess Driver Response to the NorthConnex Tunnel Design Features
Northern Territory Transition to Temporary Traffic Management National Training
Austroads Vehicle Classification Scheme – Measuring Active Transport
Austroads Vehicle Classification Scheme – Light Vehicles
Austroads Vehicle Classification Scheme – Heavy Vehicles
Physical Infrastructure to Support Connected and Automated Vehicles
Update to the Guide to Road Design – Detailed Review of Supplements
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