Industrial Transformation Training Centres - Grant ID: IC180100030
Funder
Australian Research Council
Funding Amount
$3,925,357.00
Summary
ARC Training Centre for Transforming Maintenance through Data Science. The ARC Training Centre for Transforming Maintenance through Data Science aims to equip practising engineers and Australian graduates with the next generation of data science methods for the maintenance sector. The Centre plans to introduce timely and cost-efficient maintenance scheduling by developing data-intensive mathematical and computational algorithms for asset management and fault prediction. The Centre’s overarching ....ARC Training Centre for Transforming Maintenance through Data Science. The ARC Training Centre for Transforming Maintenance through Data Science aims to equip practising engineers and Australian graduates with the next generation of data science methods for the maintenance sector. The Centre plans to introduce timely and cost-efficient maintenance scheduling by developing data-intensive mathematical and computational algorithms for asset management and fault prediction. The Centre’s overarching objectives are to enable development and adoption of new practices to improve productivity and asset reliability for industry and to foster a new maintenance technology service sector for national and international markets.Read moreRead less
Carbon pricing and its impacts on the productivity growth of Australian industries. This project seeks to investigate the effects of carbon pricing on the productivity of Australian industries. It will provide important insights into the issues of productivity growth and technical efficiency for Australian industries following the imposition of a price on carbon, implemented either through a carbon tax or a carbon trading scheme.
Designing offices well. This project aims to describe, quantify and analyse the impact of workspace design on workers’ satisfaction, productivity and health. The Australian market is the fastest adopter of Activity-Based Working (ABW) in the world and impacts arising from this workspace typology on workers will be significant now and in the next decade. This project will develop benchmarking for ABW offices, techniques for monitoring cognitive performance in situ, and design guidelines for healt ....Designing offices well. This project aims to describe, quantify and analyse the impact of workspace design on workers’ satisfaction, productivity and health. The Australian market is the fastest adopter of Activity-Based Working (ABW) in the world and impacts arising from this workspace typology on workers will be significant now and in the next decade. This project will develop benchmarking for ABW offices, techniques for monitoring cognitive performance in situ, and design guidelines for health promotion. By shifting attention to design features that actually perform well, this project will provide the empirical basis needed to transform the way workspaces are designed now and in the future. It will therefore lead to greater productivity in and among workplaces.Read moreRead less
Turning crises into opportunities: Learning from high growth businesses. Being able to adapt and respond to crises such as the COVID-19 pandemic or bushfires is important for Australia's economic development. This project investigates how crises can be turned into opportunities. It analyses the strategic crises responses of business ventures that managed to defy the odds and to achieve high growth because of crises. The outcomes include an improved understanding of the opportunities crises prese ....Turning crises into opportunities: Learning from high growth businesses. Being able to adapt and respond to crises such as the COVID-19 pandemic or bushfires is important for Australia's economic development. This project investigates how crises can be turned into opportunities. It analyses the strategic crises responses of business ventures that managed to defy the odds and to achieve high growth because of crises. The outcomes include an improved understanding of the opportunities crises present; and actionable, empirically grounded insights into successful crises responses. As such, the project will make significant contributions to core areas of entrepreneurship and management research. It will also help policymakers and entrepreneurs to improve economic resilience and to foster sustainable economic growth.Read moreRead less
The relationship between firm innovation and performance and the role of the government. Productivity growth in Australia has plateaued. Although Federal and State Governments employ a range of different innovation policies designed to stimulate productivity growth, little is known about the effects these programs, and of innovation more generally, on firm performance. One reason why this relationship is unknown relates to the availability of firm-level data. This project, will take advantage of ....The relationship between firm innovation and performance and the role of the government. Productivity growth in Australia has plateaued. Although Federal and State Governments employ a range of different innovation policies designed to stimulate productivity growth, little is known about the effects these programs, and of innovation more generally, on firm performance. One reason why this relationship is unknown relates to the availability of firm-level data. This project, will take advantage of unique access to a dataset provided by the Australian Bureau of Statistics which enables us to observe the activities of every firm in Australia. Using these data and appropriate econometric techniques, the study will examine the effect of a range of government policies designed to stimulate innovation and productivity growth. Read moreRead less
Developing and testing dynamic models of goal striving in approach and avoidance contexts. This project will examine how people manage competing goals, such as productivity and safety, in a dynamic environment. The results will improve understanding of human motivation and have implications for practice in military, industrial and commercial settings.
Productivity Measurement, Drivers and Trends: A New Analytical Framework. Significant problems exist in the measurement of productivity and hence its understanding, impeding informed policy formulation. This project aims to advance new concepts and methods for productivity measurement that have the potential to improve policy and national welfare, with special attention to: productivity in the mining industry, which has been a particular problem for Australia; the increased holding of precaution ....Productivity Measurement, Drivers and Trends: A New Analytical Framework. Significant problems exist in the measurement of productivity and hence its understanding, impeding informed policy formulation. This project aims to advance new concepts and methods for productivity measurement that have the potential to improve policy and national welfare, with special attention to: productivity in the mining industry, which has been a particular problem for Australia; the increased holding of precautionary cash balances by firms during financial crises, representing underutilised resources; examination of firm productivity dynamics, without assuming the possibility of disappearing technology capability that is used in standard models; and a more realistic approach to capitalisation of research and development and other intangible investments.Read moreRead less
Identity and intimacy in a virtual world: designing meaningful, responsible and effective virtual work. This project will help to bring theories of work design into the twenty-first century by acknowledging the important role of electronic communication reliance and being in remote locations for determining work outcomes, and offering concrete alternatives, including building identity and intimacy, to manage virtual work to leverage benefits and mitigate costs.
Robust Configuration of Evolutionary Algorithms. The purpose of this project is to develop an intelligent framework for the robust configuration of evolutionary algorithms. This research is driven by the fact that the current design of evolutionary algorithms is sub-optimal and ineffective for many problem domains. In the proposed framework, a configuration is evolved while the algorithm is running for problem solving to ensure robust design. Its scientific outcomes are expected to include a nov ....Robust Configuration of Evolutionary Algorithms. The purpose of this project is to develop an intelligent framework for the robust configuration of evolutionary algorithms. This research is driven by the fact that the current design of evolutionary algorithms is sub-optimal and ineffective for many problem domains. In the proposed framework, a configuration is evolved while the algorithm is running for problem solving to ensure robust design. Its scientific outcomes are expected to include a novel framework for the automated design of algorithms and new techniques for exploiting assumptions in algorithmic design that may have been overlooked. Expected practical outcomes include the provision of a robust problem-solving tool, strong research training and high-impact publications.Read moreRead less
Determining the factors influencing the success of private and community-owned Indigenous businesses across remote, regional and urban Australia. The main benefit of this project is a thorough understanding of the challenges facing Indigenous enterprises in a range of geographical, economic and social settings. The research will identify and determine the importance of a broad range of factors which influence the success of Indigenous enterprises.