Fault detection in solar PV arrays using machine learning
Detect shading, soiling, open-circuit and short-circuit faults in a small PV array from voltage, current and irradiance data.
PV panels, I-V curve measurements, Python, MATLAB/Simulink
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
University admissions assistant chatbot (English and Urdu)
Build a chatbot that answers prospective students’ questions about programmes, fees and deadlines using only the university’s official documents.
Python or PHP, retrieval-augmented generation, vector databa...