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Proposer
David Corne
Title
Applications of Machine Learning and/or optimization in sustainability
Goal
investigate prediction of solar PV energy generation using data associated with a current EV project
Description
Modern optimization and machine learning (ML) methods are increasingly used, but still under-exploited, in real-life scenarios related to sustainability. Two such areas I work on are (i) optimization of vehicle fleet plans to reduce carbon emissions, (ii) ML to predict near-future energy demand (to help optimize the use of renewables in energy systems). If you are interested in either of these, we can probably discuss it and come up with a mutually interesting and challenging project.
Resources
good desktop
Background
mathematical skilled and able to program
Url
Difficulty Level
Challenging
Ethical Approval
None
Number Of Students
2
Supervisor
David Corne
Keywords
Degrees
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