PATREC Research Projects

PATREC works with government agencies and researchers on applied research across key areas including urban mobility, transport planning, land use, freight and logistics, active travel, and emerging vehicle technologies. Our projects inform policy and planning outcomes across Western Australia and beyond. Projects can be listed by year of commencement.

PROJECT PERIOD
RESEARCH AREA
STATUS
INSTITUTION

Enhancing Active Transport Infrastructure Through Video Analytics and Community Reporting

This project aims to enhance the safety of shared paths for active transport modes like cycling, eRideables and pedestrians, through a combination of video analytics and community-sourced incident data.

By leveraging UWA’s cutting-edge RoadSense Video Analytics software, the project will systematically collect videos and analyse observational data of user behaviours, movement patterns, and potential conflict hotspots. This objective video data will be complemented by a crowdsourced incident reporting web portal that is mobile phone friendly, to increase the ease of reporting for users. The portal will also incorporate a searchable database to systematically curate both video-derived and community-reported incident and near-miss data, addressing the underreporting challenge and facilitating further research.

Key outcomes of this project include a framework for ongoing systematic safety data collection, reports on identified issues and baseline “before” conditions, and improved design guidelines for safer and more inclusive shared paths. Find more information on the National Road Safety Action Grants Program which is funding this project from this link.

A Population-Based Study Assessing the Impact of Visual Field Loss on Motor Vehicle Crashes

Globally, the older population is rapidly increasing, which has implications for road safety, particularly as most older adults continue to drive for convenience and the associated improved health outcomes. Visual fields play a crucial role in safe driving, as visual field loss can affect the detection of objects in the periphery, judging distance and speed, maintaining lane position in a curve, and anticipatory skills while driving.

Current visual standards for driving, authorised by licensing authorities, are based on visual acuity and visual fields. However, these consensus-derived standards lack robust scientific evidence on the association between visual field loss, driving ability and crash risk.

To address this limitation, we propose an innovative population-based study leveraging a large-scale specialised ophthalmic database of visual fields tests comprising 606,230 records from 92,215 participants, already linked to various population-based administrative databases, including police-reported crash data, hospitalisation records, and licensing data. The detailed nature of the visual field database surpasses any existing study in scale and depth both nationally and internationally. This wealth of data will enable us to determine precise estimates of crash risk and explore associations between the severity and location of visual field loss (e.g. superior versus inferior) that could be used to inform road safety and licensing authorities regarding fitness to drive in WA, Australia and worldwide.

Find more information on the National Road Safety Action Grants Program, which is funding this project.

Urban – Freight vehicle usage of Perth metropolitan area roads – Regional – Grain freight activity on southern Wheatbelt roads

A qualitative understanding of freight vehicle usage per industry sector supply chain, starting with the retail industry to provide a platform for more fine-grained analytical study.

The Regional Freight project was a first attempt to gain some systematic knowledge of grain road freight usage.

Optimising video analytics for traffic data collection and calibration incorporating fixed camera videos

Main Roads Western Australia has been working with the University of Western Australia (UWA) to develop video analytics (VA) software for processing and analysing drone videos to gather and auto-calibrate critical traffic data for network optimisation, such as vehicle counts and trajectories, delay, saturation flow, queue length, back-of-queue arrival rate, and gap acceptance. The evolving research has been supported by Main Roads through a series of projects.

This project will further develop the capability by integrating processing of videos recorded by fixed cameras, already in place and in use on the road network. Fixed cameras can complement drones in areas with flight restrictions or severe occlusions caused by the environment. They can also record videos with much longer duration. The main objectives are faster processing time, more robust algorithms to deal with occlusions, and more accurate data.

Find more information on iMOVE website:

Supporting the future road freight task in North-West WA

This research will provide insights into the transport infrastructure needed to ensure the road freight transport network can continue to support the substantial freight task in Australia’s North-West, now and into the future.
The project is intended to update freight movement forecasts with associated road freight network implications for Australia’s North-West, focusing on the Pilbara and Kimberley regions.

Given significant changes in the resources industry landscape since previous forecasts undertaken in 2011, there is a need to account for substantial increases in the inbound logistics demand due to growth in the iron ore sector and resulting construction-related activities, as well as future trends in commodities and renewable energy industries.

Accordingly, this research aims to understand current and future flows of freight, based on an analysis of future trends in mining, oil and gas and renewable energy industries, and impacts on the road freight network.

Analysing future trends of freight movement in relation to current capacity of the road system, this study will identify potential constraints on the network and propose strategic options to support planned development.

Use of biochar waste in carbon capture and reduced emissions

This project will explore the potential of biochar for use as a climate-responsible, high-performance, pavement material.
According to Transport Emissions: Driving down car pollution in cities, transport contributes 17% of Greenhouse Gas (GHG) emissions in Western Australia (WA). While vehicle emissions are an obvious source of GHG emissions, the construction of transport infrastructure also contributes. New pavement materials offer the potential not only to improve pavement performance but to contribute to achieving WA’s aspirational target of net zero emissions by 2050, through reuse, carbon storage and reduced emissions.

Biochar is the product of pyrolysis, which is the process of heating biomass to a relative high temperature (500 °C, for example) without oxygen. It is a lightweight black solid that locks carbon in a chemically stable form and can endure in soil for thousands of years. It has a long history of being used to increase soil fertility and agricultural productivity but there has been a growing interest in its role in carbon capture and storage because of its stability.

Furthermore, recent literature suggests that biochar can improve asphalt’s performance against the effects of aging, deformation, and high temperature. To harness the carbon sequestration potentials, this research will investigate:

  1. the application of biochar as a filler material in asphalt pavements; and
  2. the combination of biochar and limestone dust to reduce or even replace the anti-stripping agent – hydrated lime (the production of which generates a large amount of greenhouse gases into the atmosphere).

Find more information on iMOVE website:

Tour-based mode choice model development

The 2018-2022 Perth Area Travel and Household Survey (PATHS) provides valuable revealed and stated preference data for estimating a tour-based mode choice model. Compared to a trip-based transport model, a tour-based transport model is behaviourally more realistic and will provide better forecasts to policy or infrastructure initiatives.
Recognising this, the Department of Transport (DoT) of WA has decided to develop and implement a tour-based strategic transport model.

The project aim is to estimate a tour-based mode choice model on the revealed and stated preference data collected by PATHS.

Find more information on iMOVE website:

Micromobility and freight: Exploring opportunities in WA

Around the world, cities are embracing micromobility as an option for the freight challenge in cities – including lightweight vehicles such as e-bikes, e-cargo bikes, trolleys, and drones. This research project seeks to consider the applicability and potential for micromobility to assist with the last mile freight task in the Perth CBD and other built-up areas.
It will also explore issues related to applying micromobility freight solution to the last mile delivery in major activity centres in Perth by establishing baseline knowledge of micromobility and last mile freight from global case studies and test scenarios of potential micromobility solutions in the Perth metropolitan region.

Find more information on iMOVE website:

Feasibility of battery-electric buses for regional school bus services in Western Australia

The State Government’s Climate Policy (2020) sets out the strategic objectives for Western Australia to reach net zero greenhouse gas (GHG) emissions by 2050 and recognises the importance of significant action in the decade to 2030 to reduce emissions. As well, State Government agencies need to develop strategies to reduce GHG emissions by 80% on 2020 levels by 2030. The Public Transport Authority has taken responsibility for developing strategies to transition all government funded bus services to zero emissions in the next two decades. The transport sector generates nearly 15 million tonnes per annum of GHG emissions, and this has increased by 45% since 2005. The bus services funded by the State Government through the Public Transport Authority (Transperth, regional cities and towns, school bus services) require extensive fleets of buses and these typically involve a 15-20 year fleet replacement cycle. A Strategy to transition these bus services to zero emissions vehicles is needed to support decisions that will enable the transition to commence by the mid-late 2020s.

The objectives of this research project are to assess the feasibility of battery-electric buses for regional school bus services in Western Australia; identify and, where needed, propose solutions for electricity network capacity constraints; and identify the technical support services required for zero emissions buses and related infrastructure.

Find more information on iMOVE website:

Accounting for carbon in the planning for residential neighbourhoods

There is a need to understand how structure planning processes for new residential neighbourhoods can best contribute to reducing greenhouse gas emissions. This should consider how accounting for emissions can be accomplished at the planning stage and followed through to the implementation and delivery stages. Western Australia’s State Planning Policy (SPP 7.2) includes a requirement for precinct structure planning to consider greenhouse gas emissions reduction and incorporation of renewable energy sources, and the preparation of an Energy and Greenhouse Gas Emissions Statement. This research will support meeting this requirement, providing an evidence base and tools to support better decision making and assessment in planning and design of new neighbourhoods.

Find more information on iMOVE website:

Mapping the circular economy of WA – monitoring the contributions of circularity towards achieving Net Zero: Stage 1

Over 75% of natural resources are consumed in cities, which produce over 70% of global waste. With approximately half of greenhouse gas (GHG) emissions associated with material use, there is a need to transform linear value chains and preserve material value to achieve Net Zero at the city scale. Circular economy strategies are becoming increasingly more popular in mitigating waste production and helping to maintain materials and resources in use, effectively reducing the need to extract virgin materials in production processes. Closing material loops at a product or industry level alone does not ensure environmental sustainability. A systems-wide approach that goes beyond waste management strategies is required, supported by a key performance indicator framework within a digital circular monitor for effectively monitoring and driving circular outcomes. Towards that end, this Stage 1 project aims to measure the materials footprint linked to final consumption in Greater Perth, Western Australia (WA), quantifying resource inflows and waste outflows and related energy use and GHG emissions. Building on the materials footprint, localised stock and flow accounts of actual material and energy use will be prepared, providing a high-level overview and understanding of the socioeconomic metabolism of Greater Perth, and the wider WA economy.

Find more information on iMOVE website:

AURIN WA Node to support CA in transport and land use planning research

A new PATREC program of research commenced in 2023 with three foundation projects, responding to WA government-identified need: Feasibility of battery-electric buses for regional school bus services; Mapping the Circular Economy of WA: Monitoring the contributions of circularity towards achieving Net Zero; and Accounting for carbon in the planning for new residential suburbs. Funding for second stages of these projects, as well as for new projects, has been agreed by PATREC and iMOVE CRC to be undertaken in 2025 and 2026.

Data and tools are a significant part of each project, providing the ideal opportunity to establish an enabling research infrastructure to support the new program of research: CATLUP – Climate action in transport and land use planning, comprising data and tools, as the basis for a longer-term indicator-based monitoring system to measure, monitor and drive enhanced resource efficiency and environmental performance towards net zero emissions of WA cities.
AURIN-WA will produce tools for transport and land use planning research, with a climate action focus. In turn these tools will deliver impact case studies across industry and government, and secondary users.

The National Cycling Data and Analysis Platform (NCDAP)

A National Cycling Data and Analytics Platform to collect, integrate and communicate new and historic data on cycling infrastructure, attitudes, and behaviours. This project will address the significant issue of data fragmentation, pilot a national cycling survey, and develop a cycling toolkit to allow exploring and testing various cycling infrastructure scenarios. The platform will provide an open access e-Infrastructure to enable tracking social and cultural changes that influence transport choices, create effective behaviour change programs and prioritise cycling infrastructure investment. This project will contribute to healthier lifestyles, reduced traffic congestion and emissions and energy efficiency of Australia’s transport sector.

Evaluation of an HVO renewable diesel trial pilot

To evaluate the trial of the use of HVO100 in the construction of the Byford Rail Extension (Metronet) to provide a third-party review of the suitability of HVO as a fuel source to achieve low carbon outcomes in the construction stages of the asset lifecycle and create increased confidence in the market to use the renewable diesel:

• Review the international experience in the use of HVO and other biofuels
• Analyse environmental benefits and economic viability of biofuels
• Establish an evaluation framework to measure the trial outcomes
• Collect on-site telematics data to understand the benefits and provide confidence in the fuel

Sustainable last kilometre food and beverage delivery in Perth

Current planning frameworks and guidelines for Perth/Peel focus on freight movement between ports, primary industries and industrial areas, inadequately addressing last kilometre freight. The nature of last kilometre freight and the character of Perth/Peel is changing planning design guidance for last kilometre freight.

This project undertakes a robust and systematic approach to define the last kilometre freight challenges and opportunities in Perth/Peel, specifically focusing on the food and beverage (F&B) sector.

Last kilometre freight opportunities can offer more sustainable forms of freight than what is currently available. The challenges need to be well-defined to identify the most appropriate opportunity. It is also crucial to consider practical issues (e.g. parking issues), potential demand (e.g. locations and safety) and other wider street and land use issues (e.g. implications to land use, street environment and other street users).

Roundabout safety review using drone video analytics

This project leverages drone video analytics data collected at over 50 roundabouts in Perth to conduct comprehensive safety analyses. Building on existing footage from the previous iMOVE project, the research will focus on analysing vehicle trajectories, speeds, and interactions with vulnerable road users.

It also aims to improve vehicle detection algorithms, implement safety surrogate measures, and develop evidence-based assessment tools for roundabout safety. By examining real-world driver behaviours and reactions to geometric design features, this work will help create more effective, proactive safety measures rather than relying solely on accident data.

PATREC Research programs

research projects

PATREC works with government agencies and researchers on applied research across key areas including urban mobility, transport planning, land use, freight and logistics, active travel, and emerging vehicle technologies. Our projects inform policy and planning outcomes across Western Australia and beyond. Projects are listed by year of commencement.

FILTER BY


Project Period

Research Area

Institution

Project Status