Sensors are everywhere, facilitating real-time decision making and actuation, and informing policy choices. But extracting information from sensor data is far from straightforward: sensors are noisy, prone to decalibrate, and may be misplaced, moved, compromised, and generally degraded over time. We understand very little about the issues of programming in the face of pervasive uncertainty, yet sensor-driven systems essentially present the designer with uncertainty that cannot be engineered away. Moreover uncertainty is a multi-level phenomenon in which errors in deployment can propagate through to incorrectly-positioned readings and then to poor decisions; system layering breaks down when exposed to uncertainty. How can we be assured a sensor system does what we intend, in a range of dynamic environments, and how can we make a system ``smarter'' ? Currently we cannot answer these questions because we are missing a science of sensor system software. We will develop the missing science that will allow us to engineer for the uncertainty inherent in real-world systems. We will deliver new principles and techniques for the development and deployment of verifiable, reliable, autonomous sensor systems that operate in uncertain, multiple and multi-scale environments. The science will be driven and validated by end-user and experimental applications.

Vision - The fellowship seeks to radically transform the linear Waste Electrical and Electronic Equipment (WEEE) system to develop a low-carbon, Circular Economy (CE) for Electrical and Electronic Equipment (EEE) in the UK. This fellowship incorporates a programme of research that establishes an innovative whole systems design approach to WEEE, integrating systems engineering, engineering design and product-service system design methodologies. The fellowship will to lead the academic work necessary to support a fully CE for EEE in the UK, through effective reduce, reuse, repair, remanufacturing, recycling and recovery, with the aim of making the UK the first country in the world to eliminate WEEE. Rationale and strategic importance - The rapid development of digitalisation has brought disruptive changes to the economy and life, as well as a growth in the consumption of Electrical and Electronic Equipment (EEE). Waste Electrical and Electronic Equipment (WEEE) is now the fastest growing waste stream in the UK and globally. The UK generates up to 24.9kg per head and throws 155,000 tonnes of WEEE in household bins every year. In 2013, the UK set out WEEE Regulations, to encourage safe and responsible collection, recycling and recovery. However, WEEE collection rates show that the UK is failing to meet its targets. Less that 35% of EEE placed on the market is recovered, meaning that the vast majority is sent to landfill, incinerated or illegally exported to other countries at its end of life. Developing a Circular Economy (CE) for EEE is expected to result in widespread economic, environmental and societal benefits for the UK. The value of precious metals found within UK's unrecovered WEEE is over £370 million annually. WEEE also includes many critical raw materials (e.g. magnesium, cobalt and tungsten) which are of high supply chain risk and importance to the UK. For example, China provides 98% of the EU's supply of rare earth elements, and South Africa provides 71% of the EU's platinum. Increasing the recovery of such critical raw materials from WEEE is therefore a strategic priority for the UK to mitigate supply chain risks. In addition, the effective recovery of WEEE is critical to achieving the UK's net zero targets. For every tonne of e-waste collected and recycled, 1.44 tonnes of CO2 emissions are avoided. Finally, WEEE that is not properly managed and leaks into the environment can be extremely damaging to nature and human health. A CE for EEE will also eliminate reliance on highly-polluting mining and material extraction industries. Academic contribution - Existing research has addressed problems in the WEEE sector across different life-cycle phases including: material extraction (e.g. technology metals circularity), manufacturing (e.g. increasing post-consumer plastic in WEEE), distribution (e.g. circular business models), use (e.g. emotional durability, repair), and, end of life (e.g. novel recycling technologies). However, a holistic perspective is currently lacking, which is needed to transition to a fully CE for EEE. This fellowship will address these limitations and build on an established body of research to develop novel solutions for a low-carbon, CE for EEE in the UK. It is academically excellent in that it will: (1) generate scientific knowledge and data on the WEEE system in the UK, which includes material flow analysis and data on related carbon emissions. This data can be used to inform decision-making, policy and research; (2) develop novel (technology-enabled) solutions for a CE for EEE in the UK. These solutions can be replicated in other contexts via circular product design and circular business model frameworks; (3) establish an innovative whole systems design methodological approach, which can be applied to study other material streams (e.g. plastics, textiles), to enable a low-carbon, resource-efficient CE.

Vision - The fellowship seeks to radically transform the linear Waste Electrical and Electronic Equipment (WEEE) system to develop a low-carbon, Circular Economy (CE) for Electrical and Electronic Equipment (EEE) in the UK. This fellowship incorporates a programme of research that establishes an innovative whole systems design approach to WEEE, integrating systems engineering, engineering design and product-service system design methodologies. The fellowship will to lead the academic work necessary to support a fully CE for EEE in the UK, through effective reduce, reuse, repair, remanufacturing, recycling and recovery, with the aim of making the UK the first country in the world to eliminate WEEE. Rationale and strategic importance - The rapid development of digitalisation has brought disruptive changes to the economy and life, as well as a growth in the consumption of Electrical and Electronic Equipment (EEE). Waste Electrical and Electronic Equipment (WEEE) is now the fastest growing waste stream in the UK and globally. The UK generates up to 24.9kg per head and throws 155,000 tonnes of WEEE in household bins every year. In 2013, the UK set out WEEE Regulations, to encourage safe and responsible collection, recycling and recovery. However, WEEE collection rates show that the UK is failing to meet its targets. Less that 35% of EEE placed on the market is recovered, meaning that the vast majority is sent to landfill, incinerated or illegally exported to other countries at its end of life. Developing a Circular Economy (CE) for EEE is expected to result in widespread economic, environmental and societal benefits for the UK. The value of precious metals found within UK's unrecovered WEEE is over £370 million annually. WEEE also includes many critical raw materials (e.g. magnesium, cobalt and tungsten) which are of high supply chain risk and importance to the UK. For example, China provides 98% of the EU's supply of rare earth elements, and South Africa provides 71% of the EU's platinum. Increasing the recovery of such critical raw materials from WEEE is therefore a strategic priority for the UK to mitigate supply chain risks. In addition, the effective recovery of WEEE is critical to achieving the UK's net zero targets. For every tonne of e-waste collected and recycled, 1.44 tonnes of CO2 emissions are avoided. Finally, WEEE that is not properly managed and leaks into the environment can be extremely damaging to nature and human health. A CE for EEE will also eliminate reliance on highly-polluting mining and material extraction industries. Academic contribution - Existing research has addressed problems in the WEEE sector across different life-cycle phases including: material extraction (e.g. technology metals circularity), manufacturing (e.g. increasing post-consumer plastic in WEEE), distribution (e.g. circular business models), use (e.g. emotional durability, repair), and, end of life (e.g. novel recycling technologies). However, a holistic perspective is currently lacking, which is needed to transition to a fully CE for EEE. This fellowship will address these limitations and build on an established body of research to develop novel solutions for a low-carbon, CE for EEE in the UK. It is academically excellent in that it will: (1) generate scientific knowledge and data on the WEEE system in the UK, which includes material flow analysis and data on related carbon emissions. This data can be used to inform decision-making, policy and research; (2) develop novel (technology-enabled) solutions for a CE for EEE in the UK. These solutions can be replicated in other contexts via circular product design and circular business model frameworks; (3) establish an innovative whole systems design methodological approach, which can be applied to study other material streams (e.g. plastics, textiles), to enable a low-carbon, resource-efficient CE.