FYP idea bank

Each idea is scoped for a two-semester project, with the tools you will need and a suggested plan. Adapt it with your supervisor.

All disciplines Electrical Engineering Mechanical Engineering Chemical Engineering Civil Engineering Petroleum & Gas Engineering Computer Science / Software Artificial Intelligence / Data Science Natural Sciences (Physics, Chemistry, Environment, Food) Business, Accounting & Finance Architecture & Fashion Design Social Sciences & Criminology Other / Interdisciplinary

Any level Beginner Intermediate Advanced

Artificial Intelligence / Data ScienceIntermediate

Remaining useful life prediction for turbofan engines (NASA C-MAPSS)

Predict how many operating cycles an engine has left from multivariate sensor data, using the public NASA C-MAPSS dataset, and compare classical and deep-learning models.

Python, pandas, scikit-learn, PyTorch/TensorFlow