Power system security assessment given massive intermittent energy sources. This project aims to develop new models and analysis methods to investigate the impact of massive intermittent energy sources (IESs) on the performance and security of power grids. Furthermore, advanced control strategies will be developed to enhance the security. The outcomes can provide useful guidelines to assist the Australian power industry and the government in realising the renewable energy target. Furthermore con ....Power system security assessment given massive intermittent energy sources. This project aims to develop new models and analysis methods to investigate the impact of massive intermittent energy sources (IESs) on the performance and security of power grids. Furthermore, advanced control strategies will be developed to enhance the security. The outcomes can provide useful guidelines to assist the Australian power industry and the government in realising the renewable energy target. Furthermore considering serious blackout can not only cause economic losses, but also larger disturbance in other critical infrastructure, this project also contributes to national security.Read moreRead less
Customer Centred Peer-to-Peer Energy Trading Framework for Future Grids. This project aims to develop a peer-to-peer (P2P) energy trading framework that facilitates cooperative and trustworthy energy trading directly among energy customers such as residents. By developing novel energy load monitoring and prediction techniques, a customer cooperation scheme and a privacy-preserving P2P energy market, this project expects to transform current energy networks to facilitate energy trading at the edg ....Customer Centred Peer-to-Peer Energy Trading Framework for Future Grids. This project aims to develop a peer-to-peer (P2P) energy trading framework that facilitates cooperative and trustworthy energy trading directly among energy customers such as residents. By developing novel energy load monitoring and prediction techniques, a customer cooperation scheme and a privacy-preserving P2P energy market, this project expects to transform current energy networks to facilitate energy trading at the edge of the grid and contribute to achievement of Australia’s net-zero emission target by 2050. The intended outcomes form this project include new science and knowledge of customer-side energy systems, new design philosophy and strategies for energy markets, and an open-source framework for prototype evaluation. Read moreRead less
Gendering Peace Mediation . This project aims to reconstruct international legal and political mediation frameworks to increase the chances of facilitating durable peace. Current peace mediation is ineffective as most peace agreements fail within 5-years. There is evidence that women's participation in conflict-resolution leads to better peace. This project will distil practical mechanisms and generalizable lessons from women’s successful community level mediation in a toolset that can inform an ....Gendering Peace Mediation . This project aims to reconstruct international legal and political mediation frameworks to increase the chances of facilitating durable peace. Current peace mediation is ineffective as most peace agreements fail within 5-years. There is evidence that women's participation in conflict-resolution leads to better peace. This project will distil practical mechanisms and generalizable lessons from women’s successful community level mediation in a toolset that can inform and transform high-level mediation processes. This project will generate an evidence base for rethinking peace mediation design and practice, traditionally characterised by male-dominated institutions and disciplines, to resolve conflict and benefit national and global security.Read moreRead less
Quantification, optimisation, and application of deep uncertainty. This project aims to develop a framework for deep uncertainty quantification. There is currently a fundamental gap between deep learning research and the methods required to quantify and manage uncertainties. The research will propose a novel distribution-free methodology to generate deep predictive uncertainty estimates to avoid the assumptions of existing methods. The quality of estimates will be enhanced by applying an interva ....Quantification, optimisation, and application of deep uncertainty. This project aims to develop a framework for deep uncertainty quantification. There is currently a fundamental gap between deep learning research and the methods required to quantify and manage uncertainties. The research will propose a novel distribution-free methodology to generate deep predictive uncertainty estimates to avoid the assumptions of existing methods. The quality of estimates will be enhanced by applying an interval-based adversarial training step. The project is expected to help data-driven Australian organisations and industries to better quantify and manage forecasting uncertainties. This project will provide them with significant cost savings through better decision making and more robust planning.Read moreRead less
Regions undergoing transition: the roles of unions and their peak bodies. The project aims to investigate how unions and their peak bodies can act in beneficial ways to promote regional socio-economic development. This project expects to generate knowledge of the processes of regional renewal, including the ways unions and their peak bodies may be involved. Expected outcomes include theory development and explanations of these processes of regional engagement to enhance regional transition. It w ....Regions undergoing transition: the roles of unions and their peak bodies. The project aims to investigate how unions and their peak bodies can act in beneficial ways to promote regional socio-economic development. This project expects to generate knowledge of the processes of regional renewal, including the ways unions and their peak bodies may be involved. Expected outcomes include theory development and explanations of these processes of regional engagement to enhance regional transition. It will also provide a comprehensive refinement of research methodologies for labour and regional studies. This should provide significant benefits enabling the development of engaged and inclusive transition policies at a regional level. It will benefit workers, their households and communities. Read moreRead less
Employment Relations in Indonesia’s Commercial Fishing Industry. This project aims to investigate the role of the state, supply chain actors and activists in protecting commercial fishers' labour rights in Indonesia, the world’s third-largest source of marine catches and its largest archipelagic state. This multi-scalar study will generate new knowledge about employment relations at sea. Expected outcomes include a conceptualisation of employment relations that better accommodates fishers and wo ....Employment Relations in Indonesia’s Commercial Fishing Industry. This project aims to investigate the role of the state, supply chain actors and activists in protecting commercial fishers' labour rights in Indonesia, the world’s third-largest source of marine catches and its largest archipelagic state. This multi-scalar study will generate new knowledge about employment relations at sea. Expected outcomes include a conceptualisation of employment relations that better accommodates fishers and workers in other non-standard occupations. The project’s findings will benefit governments, global supply chain actors and labour activists by helping them to identify and overcome impediments to more effective regulation of employment relations and work to reduce labour exploitation in commercial fishing globally.Read moreRead less
The regulation of labour disputes in Southeast Asia. This project aims to investigate the complex regulation of labour disputes in Indonesia, the Philippines and Vietnam. Effective rules and institutions for the resolution of collective labour disputes are integral features of a sound industrial relations system. Yet in many developing countries, formal channels for the resolution of such disputes are largely ineffective. This heightens the risk of industrial disruption and encourages reliance o ....The regulation of labour disputes in Southeast Asia. This project aims to investigate the complex regulation of labour disputes in Indonesia, the Philippines and Vietnam. Effective rules and institutions for the resolution of collective labour disputes are integral features of a sound industrial relations system. Yet in many developing countries, formal channels for the resolution of such disputes are largely ineffective. This heightens the risk of industrial disruption and encourages reliance on informal modes of regulation. The project will provide an empirical analysis of existing models of labour regulation, and inform policy development and the activities of agencies involved in labour dispute resolution in the region. It will better equip researchers, legal practitioners, policy makers and NGOs engaging transnationally in the Asia Pacific region.Read moreRead less
Women’s NGOs and gender sensitive policy change in Iran. This project aims to investigate how Iranian women’s non-governmental organisations (NGOs) work to influence gender sensitive policy change in the Islamic Republic of Iran. This project will generate new knowledge on the causal mechanisms behind NGO-driven policy change in Iran, leading to a theory of change on NGOs and gender sensitive policy change in Islamic political systems more broadly. The expected outcomes will enhance scholarly un ....Women’s NGOs and gender sensitive policy change in Iran. This project aims to investigate how Iranian women’s non-governmental organisations (NGOs) work to influence gender sensitive policy change in the Islamic Republic of Iran. This project will generate new knowledge on the causal mechanisms behind NGO-driven policy change in Iran, leading to a theory of change on NGOs and gender sensitive policy change in Islamic political systems more broadly. The expected outcomes will enhance scholarly understanding of Iranian civil society, and build the capacity of the Australian government to foster ties and invest in successful strategies for progress with Iran.Read moreRead less
The Impact of Sexual and Gender-Based Violence on the Dynamics of Conflict. This project aims to understand the impact of sexual and gender-based violence on the dynamics of conflict. With an innovative mixed method design it will study all reported incidences of sexual and gender-based violence in 41 conflict-affected countries between 1998 and 2018. It will generate new knowledge establishing how and when crimes of sexual and gender-based violence affect the onset and intensity of conflict. Th ....The Impact of Sexual and Gender-Based Violence on the Dynamics of Conflict. This project aims to understand the impact of sexual and gender-based violence on the dynamics of conflict. With an innovative mixed method design it will study all reported incidences of sexual and gender-based violence in 41 conflict-affected countries between 1998 and 2018. It will generate new knowledge establishing how and when crimes of sexual and gender-based violence affect the onset and intensity of conflict. The expected outcomes of this project include the identification of the most high-risk situations, the phases of violence, and the improvement of risk assessments for such violence. The project will significantly benefit the prevention of sexual and gender-based violence in conflict-affected situations globally.Read moreRead less
A systems materials engineering strategy for hybrid ion capacitors. This project aims to develop a data science-driven approach to allow the use of materials systems engineering strategy to quantify the cell-level design of electrochemical energy storage devices such as hybrid ion capacitors. The intended outcomes of this project include new dynamic equivalent circuit models and a new quantitative approach to make the electrodes pairing predictable and realise their optimal design against the ne ....A systems materials engineering strategy for hybrid ion capacitors. This project aims to develop a data science-driven approach to allow the use of materials systems engineering strategy to quantify the cell-level design of electrochemical energy storage devices such as hybrid ion capacitors. The intended outcomes of this project include new dynamic equivalent circuit models and a new quantitative approach to make the electrodes pairing predictable and realise their optimal design against the needs of the specific applications. It will also demonstrate a combined strategy of data science and discipline-specific experiments and theories to advance the emerging field of materials systems engineering. Read moreRead less