DCU-Final-Year-Projects-Booklet-2025

73 123. F1 PodiumPrediction This project uses machine learningmodels and historical data to accurately predict podiumfinishes for all the races on the F1 calendar. The predictions are then compared with betting odds frombookmakers to assess whether the models can be profitable over the course of a season. By leveraging past performance data andmachine learning techniques, the goal is to identify patterns and trends that could lead to profitable betting strategies in F1 racing. Student Programme Data Science Project Area Data Analytics, Databases, Machine Learning Project Technology Python, Machine Learning Student Name(s) Kieron Broderick  |  Cathal Ryan Email Kieron.broderick5@mail.dcu.ie   |  Cathal.ryan247@mail.dcu.ie Supervisor Prof Mark Roantree 124. Automate CoffeeMaking This project involves the design and build of a device which automates the process of making black coffee with a Clever Dripper, a ‘steep-and-release’ coffee brewer. The method of making coffee with a Clever Dripper includes adding water to the Clever Dripper, adding and submerging ground coffee, allowing the coffee to steep for the desired amount of time and finally placing the Clever Dripper on amug to allow it to release into the mug. The steps to automate this process involve adding the ground coffee into the Clever Dripper, submerging the ground coffee into water, lifting and lowering the Clever Dripper, and timing the brew. An Arduino is being used to control the operation. Student Programme Mechatronic Engineering (Year 4) Project Area 3-DModelling, Arduino, Automation Project Technology C/C++, Solidworks Student Name(s) Aoibheann Campbell Email aoibheann.campbell34@mail.dcu.ie Supervisor Dr Brendan Hayes 125. Pneumatic Textiles for Deep-Pressure Therapeutic Garments Anxiety is one of the most common additional symptoms experienced by autistic children, with numerous studies highlighting elevated levels compared to their neurotypical peers. Deep Pressure Therapy (DPT) is a sensory integration technique widely used as a therapeutic aid to reduce stress and anxiety in autistic children and individuals with sensory processing difficulties. The method involves applying firm, controlled pressure to different parts of the body, activatingmechanoreceptors in the skin, deeper tissues, muscles, and joints. This process helps regulate the nervous system, producing a soothing effect that reduces anxiety and improves focus and attention. Student Programme Mechatronic Engineering (Year 5) Project Area Arduino, Control Systems Project Technology C/C++ Student Name(s) Maitiu Reid Email maitiu.reid27@mail.dcu.ie Supervisor Dr Shirley Coyle