Published: 18 Feb 2022 1,140 views
Sensor Fusion for Sustainable Process Technology
Highly motivated candidates are invited to apply for this exciting 4-year EPSRC funded iCASE PhD studentship with Schlumberger Cambridge Research to develop the next generation of chemical engineering smart algorithms for information integration applying state-of-the-art sensor fusion and Artificial Intelligence/machine learning methods.
One of the biggest challenges to achieve global net zero is energy storage. High-density Li-ion batteries are one of the most ubiquitous and reliable methods. Traditionally lithium is mined from hard rocks or extracted in solar evaporation ponds, which take about 18-24 months cycle per batch. In its steadfast effort towards global net zero, Schlumberger has recently launched a lithium extraction pilot plant featuring the NeoLith Energy sustainable approach, using a novel process to enable production of high-purity, battery-grade lithium from brines. Understanding how minimal instrumentation can be deployed to this process and other similar sustainable chemical processes is a key enabler to optimise, reduce costs, and improve carbon footprint. Current industrial practice in process monitoring and optimisation includes building a digital twin supported by livestreamed data from the process plant. Often, the metrology infrastructure is very underdetermined and with no rigorous quality control framework for sensor data.
This project offers a unique opportunity to develop state-of-the-art information integration algorithms enabling improved sensing, with reduced uncertainty. It can unlock enhanced, rigorous, and adaptive optimisation schemes for processes ensuring a reduced carbon footprint while satisfying technoeconomic objectives. This is achieved through leveraging recent developments in fields of autonomous vehicle navigation, information integration, robotics, machine learning (e.g., deep learning, data fusion, and descriptive analytics), and computational optimisation techniques (e.g., hyper-heuristics).
The University of Nottingham is a public research university in Nottingham, United Kingdom. It was founded as University College Nottingham in 1881, and was granted a royal charter in 1948. Nottingham's main campus (University Park) with Jubilee Campus and teaching hospital (Queen's Medical Centre) are located within the City of Nottingham, with a number of smaller campuses and sites elsewhere in Nottinghamshire and Derbyshire. Outside the UK, the university has campuses in Semenyih, Malaysia and Ningbo, China. Nottingham is organised into five constituent faculties, within which there... continue reading
Application Deadline | 30 Nov -0001 |
Country to study | United Kingdom |
School to study | University of Nottingham |
Type | PhD |
Course to study | View courses |
Sponsor | University of Nottingham |
Gender | Men and Women |
This studentship offers a stipend (currently £17,999/annum) + tuition fees + training + travel budget.
Please apply here https://www.nottingham.ac.uk/pgstudy/how-to-apply/apply-online.aspx
When applying for this studentship, please include the reference number (ENG1533 and supervisors name) within the personal statement section of the application. This will help in ensuring your application is sent directly to the academic advertising the studentship.