Visual intelligence for safe vehicle operation in industrial environment. Visual intelligence for safe vehicle operation in industrial environment. This project aims to develop safety devices for loosely constrained environments with public access, building on visual-based collision avoidance technology in controlled industrial settings. Increasing productivity in industrial workplaces creates a need for faster industrial vehicles. At fruit and vegetable markets and construction sites, forklift ....Visual intelligence for safe vehicle operation in industrial environment. Visual intelligence for safe vehicle operation in industrial environment. This project aims to develop safety devices for loosely constrained environments with public access, building on visual-based collision avoidance technology in controlled industrial settings. Increasing productivity in industrial workplaces creates a need for faster industrial vehicles. At fruit and vegetable markets and construction sites, forklift drivers, crane operators and crews are under pressure to move faster. The need for higher speed and the enormous human and financial cost of unsafe operations create opportunities for the deployment of intelligent safety devices. The expected outcomes of this project are safer public industrial environments, reductions in work related injuries, injury compensation costs and associated societal burdens.Read moreRead less
Intelligent collision avoidance system for mobile industrial platforms. This project will develop a collision prevention system for mobile industrial platforms that enhances existing artificial vision perception systems to mimic human eye capabilities. The outcomes of this project will result in significant reductions in work related injuries, injury compensation costs and associated societal burdens.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE160100090
Funder
Australian Research Council
Funding Amount
$250,000.00
Summary
Computational infrastructure for developing deep machine learning models. Computational infrastructure for developing deep machine learning models:
The computational infrastructure for developing deep machine learning models aims to enable new developments in machine learning of deep neural network models by providing the specialised computing necessary to train and evaluate the networks. In the last three years, deep networks have smashed previous performance ceilings for tasks such as object ....Computational infrastructure for developing deep machine learning models. Computational infrastructure for developing deep machine learning models:
The computational infrastructure for developing deep machine learning models aims to enable new developments in machine learning of deep neural network models by providing the specialised computing necessary to train and evaluate the networks. In the last three years, deep networks have smashed previous performance ceilings for tasks such as object recognition in images, speech recognition and automatic translation, bringing the prospect of machine intelligence closer than ever. Modern machine learning techniques have had huge impact in the last decade in fields such as robotics, computer vision and data analytics. The facility would enable Australian researchers to develop, learn and apply deep networks to problems of national importance in robotic vision and big data analytics. Read moreRead less
Electrically conductive elastomeric composites by nanomaterials. Electrically conductive elastomeric composites by nanomaterials. This project aims to develop electrically conductive, mechanically robust, cost-effective elastomeric composites, by exploring new processing methods and studying the synergy between graphene sheets and multi-walled carbon nanotubes. Composites will be design, research and manufactured to suit the fabrication of rolling-resistance sensors that detect early-stage malfu ....Electrically conductive elastomeric composites by nanomaterials. Electrically conductive elastomeric composites by nanomaterials. This project aims to develop electrically conductive, mechanically robust, cost-effective elastomeric composites, by exploring new processing methods and studying the synergy between graphene sheets and multi-walled carbon nanotubes. Composites will be design, research and manufactured to suit the fabrication of rolling-resistance sensors that detect early-stage malfunctioning idler rolls. This technology could prevent the breakage of conveyor belts which are essential to the mining, processing and transportation of loose bulk materials; and improve the design and manufacturing of flexible sensors.Read moreRead less
Industrial Transformation Research Hubs - Grant ID: IH150100003
Funder
Australian Research Council
Funding Amount
$2,611,346.00
Summary
ARC Research Hub for Graphene Enabled Industry Transformation. ARC Research Hub for Graphene Enabled Industry Transformation. This research hub aims to provide the advanced materials industry with innovative solutions to tackle critical and complex challenges of national significance. The hub intends to leverage substantial existing and new investments to overcome fundamental scientific barriers and develop fit-for-purpose graphene products with and for its partners. Advanced materials, particul ....ARC Research Hub for Graphene Enabled Industry Transformation. ARC Research Hub for Graphene Enabled Industry Transformation. This research hub aims to provide the advanced materials industry with innovative solutions to tackle critical and complex challenges of national significance. The hub intends to leverage substantial existing and new investments to overcome fundamental scientific barriers and develop fit-for-purpose graphene products with and for its partners. Advanced materials, particularly graphene, are now considered promising for maintaining competitive advantages for industrial transformational progress; and advanced industries to drive prosperity where innovation underpins business to thrive globally. The anticipated impacts are long-term economic prosperity and growth.Read moreRead less
Vortex fluidic mediated chemical transformations. This project aims to develop a continuous flow vortex fluidic device (VFD) for chemical and biochemical transformations. Vortex fluidic devices should lead to cleaner and faster ways of preparing complex molecules. Depending on the VFD’s operating parameters, including applying field effects such as Faraday waves, plasmas and light sources, reactions could have higher yields and selectivity than traditional batch processing. This will be translat ....Vortex fluidic mediated chemical transformations. This project aims to develop a continuous flow vortex fluidic device (VFD) for chemical and biochemical transformations. Vortex fluidic devices should lead to cleaner and faster ways of preparing complex molecules. Depending on the VFD’s operating parameters, including applying field effects such as Faraday waves, plasmas and light sources, reactions could have higher yields and selectivity than traditional batch processing. This will be translated into molecular assembly line syntheses in a single unit or a series. Such syntheses should provide a versatile toolbox for molecular transformations, under continuous flow conditions where scalability is addressed upfront. This will be attractive to industry and minimise effects on the environment.Read moreRead less
ARC Research Network for Advanced Materials. Materials science/engineering is decidedly interdisciplinary, covering all science and impacting on all manufacturing industry. This network will promote interactions that do not usually occur between materials researchers and students across Australia and internationally from diverse disciplines. The scope is broadly based on advanced materials production, processing and properties but focused in four areas, involving: i) innovative structural/functi ....ARC Research Network for Advanced Materials. Materials science/engineering is decidedly interdisciplinary, covering all science and impacting on all manufacturing industry. This network will promote interactions that do not usually occur between materials researchers and students across Australia and internationally from diverse disciplines. The scope is broadly based on advanced materials production, processing and properties but focused in four areas, involving: i) innovative structural/functional materials, ii) high-tech IT/communications/sensing materials, iii) materials solutions for manufacturing, iv) materials for a sustainable Australia, and v) emerging materials technologies. Key programs will promote interdisciplinary workshops and early career researcher interactions.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE160100033
Funder
Australian Research Council
Funding Amount
$500,000.00
Summary
Equipment for Advanced Surface Analysis. Equipment for advanced surface analysis:
This project aims to establish equipment for advanced surface analysis to provide Australian researchers with cutting-edge capabilities in surface science. Vital chemical and physical reactions often occur at surfaces. Understanding these reactions requires analysis of the composition and electronic structure of the surface and near-surface regions. Neutral impact collision ion scattering spectroscopy and inverse ....Equipment for Advanced Surface Analysis. Equipment for advanced surface analysis:
This project aims to establish equipment for advanced surface analysis to provide Australian researchers with cutting-edge capabilities in surface science. Vital chemical and physical reactions often occur at surfaces. Understanding these reactions requires analysis of the composition and electronic structure of the surface and near-surface regions. Neutral impact collision ion scattering spectroscopy and inverse photoemission spectroscopy measure concentration depth profiles and electronic structure. The depth resolution of the profiles is in the order of the distance between two neighbouring atoms in a solid or liquid and is the best currently achievable. The equipment providing these capabilities is expected to support research with applications in photovoltaics, catalysis, colloid surfaces and interfaces, coatings and nanocomposites.Read moreRead less