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Embark on a ground-breaking PhD project harnessing the power of Myopic Mean Field Games (MFG) and Multi-Agent Reinforced Learning (MARL) to delve into the dynamic world of evolving cyber-physical systems (eCPS). The focus in this research is on analysing and managing agent behaviour for enhanced...
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. As the global economy expands and living standards rise, raw material consumption is set to almost double by 2060 if we don’t significantly change how resources are managed. The fashion industry uses
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. Despite all the positive impacts that automation systems can bring, the industry yet needs these advancements to provide value for the business, contribute to economic growth, and assist the industry
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The research in this doctoral opportunity will analytical and numerically model the changes in modal responses of a structure under thermo-mechanical loads. Sub-surface fatigue in mechanical structures affecting their fundamental modes within conventional sensing limits. As per published...
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challenges with economic, environmental, and social impact for business, government, and wider society. The Water theme at Cranfield is internationally recognised for its cutting-edge transformational research
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political economy of freshwater governance and freshwater pollution B. Establish the relationship between public perception and freshwater governance C. Identify how freshwater ecologies, physiologies and
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CFD-FEA Combined Thermal-Fluid-Mechanical Modelling for Defect Control in Additive Manufacturing PhD
We are seeking a highly motivated candidate to embark on a research journey leading to either a PhD or MSc by Research. This opportunity is centred around the disruptive technology of additive manufacturing, specifically focused on directed energy deposition process utilising metal wire as the...
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This PhD project will focus on developing, evaluating, and demonstrating an intelligent solution of diagnosis and prognosis for rotating machinery to enhance safety, reliability, maintainability and readiness. A comprehensive test-bed for in-depth studies will be used for experiments for...
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This PhD project aims to address one of the key challenges in the manufacturing industry, the increase in productivity by utilizing the equipment with its optimum performance and without any stoppages. However, in most of the industries, OEM specifications are used to maintain the...
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The research in this doctoral opportunity will develop a failure model that can represent the combined effect of surface and bending failures in gears to perform reliable health prognostics. Lack of representative failure models for gear failures causes difficulties in their useful lifetime...