Situational Assessment as a Marker of Cognitive Skill Decay. The aim of this study is to test how differences in exposure to complex tasks change the capacity for situational assessment. Amongst drivers, pilots and electricity controllers, the capacity to assess and respond effectively to changes in the operational environment are critical in sustaining performance and ensuring the safety and security of the public. Establishing the nature of this relationship will enable, for the first time, ob ....Situational Assessment as a Marker of Cognitive Skill Decay. The aim of this study is to test how differences in exposure to complex tasks change the capacity for situational assessment. Amongst drivers, pilots and electricity controllers, the capacity to assess and respond effectively to changes in the operational environment are critical in sustaining performance and ensuring the safety and security of the public. Establishing the nature of this relationship will enable, for the first time, objective measures of cognitive skill decay. In evaluating cognitive skill decay more accurately, we will provide a cost-effective, easily administered tool, enabling practitioners to identify and address areas of development and providing data to anticipate when cognitive skill decay is most likely to occur.Read moreRead less
Better Responses to Gender-based Violence in Cambodia's Construction Sector. This project aims to produce the first systematic assessment of gender-based violence (GBV) in Cambodia’s construction sector, which employs an unusually high percentage of women. Using quantitative and qualitative methods, the project will investigate the causes and manifestations of workplace GBV and produce an analysis of local and international labour movement actors’ efforts to combat it, with a focus on how Cambod ....Better Responses to Gender-based Violence in Cambodia's Construction Sector. This project aims to produce the first systematic assessment of gender-based violence (GBV) in Cambodia’s construction sector, which employs an unusually high percentage of women. Using quantitative and qualitative methods, the project will investigate the causes and manifestations of workplace GBV and produce an analysis of local and international labour movement actors’ efforts to combat it, with a focus on how Cambodia’s cultural, political and economic context influences local actors’ uptake of international norms. In addition to academic benefits, this analysis will benefit our partner organisations, which plan to use the project's findings to strengthen their programs and better equip local unions to tackle workplace GBV. Read moreRead less
Mid-Career Industry Fellowships - Grant ID: IM230100702
Funder
Australian Research Council
Funding Amount
$859,472.00
Summary
Optimising sleep, alertness and safety in shift work industries. This project aims to address the impaired alertness, and high risk of workplace errors and accidents that are associated with sleep loss and circadian misalignment during shift work. The project will deliver an innovative industry-driven digital technology to provide automated, customised sleep management strategies to shift workers, and will develop a framework for effective wide-scale deployment of the technology within Australia ....Optimising sleep, alertness and safety in shift work industries. This project aims to address the impaired alertness, and high risk of workplace errors and accidents that are associated with sleep loss and circadian misalignment during shift work. The project will deliver an innovative industry-driven digital technology to provide automated, customised sleep management strategies to shift workers, and will develop a framework for effective wide-scale deployment of the technology within Australian shift working organisations. The project will close the gap in resources currently available to support sleep in shift workers and will reduce the significant burdens of shift work for alertness, productivity and safety.Read moreRead less
Microbiologically Induced Stress Corrosion Cracking in Underground Mines. Premature brittle failure of rock & cable bolts due to stress corrosion cracking can cause fatalities and serious damage, and has been reported in several mining operations across Australia and world-wide. The evidence suggests that microbial activity is a contributing factor. The project aims to implement experimental methodologies to determine the specific conditions responsible for bolt failure and develop novel prevent ....Microbiologically Induced Stress Corrosion Cracking in Underground Mines. Premature brittle failure of rock & cable bolts due to stress corrosion cracking can cause fatalities and serious damage, and has been reported in several mining operations across Australia and world-wide. The evidence suggests that microbial activity is a contributing factor. The project aims to implement experimental methodologies to determine the specific conditions responsible for bolt failure and develop novel prevention techniques applicable in underground mines. The benefits of this research will be improved understanding of the environment causing catastrophic failure of bolts and avoidance of potential hazards & economic loss in mining projects. This will lead to improved safety & increased productivity in mining operations.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210100440
Funder
Australian Research Council
Funding Amount
$419,693.00
Summary
A novel approach in crowd evacuation planning: Behavioural intervention. The ability to rapidly and safely evacuate crowds can mean the difference between death and survival in mass emergencies. While the immediate reaction of the public to an emergency is paramount for their survival, their role in crisis management is often not fully harnessed. This project establishes an innovative and pragmatic approach in urban emergency planning: optimising evacuations through behavioural training. Pioneer ....A novel approach in crowd evacuation planning: Behavioural intervention. The ability to rapidly and safely evacuate crowds can mean the difference between death and survival in mass emergencies. While the immediate reaction of the public to an emergency is paramount for their survival, their role in crisis management is often not fully harnessed. This project establishes an innovative and pragmatic approach in urban emergency planning: optimising evacuations through behavioural training. Pioneering empirical steps will be taken to discover optimum strategies that individual crowd members should adopt, and to establish the extent to which modifying crowd response can be effective. The outcomes will result in educational guides that will increase public awareness and community preparedness for public emergencies.Read moreRead less
A Machine Learning Framework for Concrete Workability Estimation . Concrete is the most used construction material in Australia. The project aims to develop a system to measure the workability of concrete in transit in agitator trucks using advanced machine vision and machine learning, and provide a reliable alternative to the current practice of visually testing concrete workability by certified testers. Concrete that fails to meet workability requirements is one of the most frequent reasons fo ....A Machine Learning Framework for Concrete Workability Estimation . Concrete is the most used construction material in Australia. The project aims to develop a system to measure the workability of concrete in transit in agitator trucks using advanced machine vision and machine learning, and provide a reliable alternative to the current practice of visually testing concrete workability by certified testers. Concrete that fails to meet workability requirements is one of the most frequent reasons for rejection at construction sites, resulting in significant costs, waste, and delays. Multimodal data sources will be used to provide a reliable workability estimate in real time, enabling construction teams to identify and rectify workability issues in transit while continuously monitoring the adjustments effects.Read moreRead less
Maximise goaf gas drainage for safe coal extraction and emissions reduction. Coal mine methane is a serious mining hazard and greenhouse gas emissions. This project seeks to enhance mining safety by maximising gas capture during coal extraction. This will be achieved through field data back-analysis, coupled Multiphysics modelling, and stochastic risk assessment. Gas explosion and spontaneous combustion risks associated with intensive gas drainage will be quantitively assessed and eliminated to ....Maximise goaf gas drainage for safe coal extraction and emissions reduction. Coal mine methane is a serious mining hazard and greenhouse gas emissions. This project seeks to enhance mining safety by maximising gas capture during coal extraction. This will be achieved through field data back-analysis, coupled Multiphysics modelling, and stochastic risk assessment. Gas explosion and spontaneous combustion risks associated with intensive gas drainage will be quantitively assessed and eliminated to help mine managers’ decision making, design optimisation, and mitigation planning. This will provide significant benefit for the mining industry in maintaining production commitments in a safe workplace while addressing environmental concerns by capturing the fugitive emissions to be converted into a useful energy resource.Read moreRead less