The rapid growth of electric vehicles (EVs) is transforming the transportation systems worldwide. Both EV fleets and private EVs are emerging as a cleaner and more sustainable component of urban mobility, forming an effective way to solve environmental problems and reduce commute costs in future smart cities. Due to the complex spatiotemporal behaviors of passengers and their travel patterns, the unmanaged electric charging demand from EVs may significantly impact the existing transportation and electrical power infrastructure.
Honours and Masters project
Displaying 181 - 190 of 260 honours projects.
Multi-modal Fusion for Future Energy Systems
The research project aims to investigate:
- Multi-Model Fusion with Deep Neural Networks for Future Energy Systems (Smart Grid).
Future energy systems are envisioned to be running decentrally with full automatic control, high proportion of renewable energy (e.g., wind & solar), and abundant storage facilities. With many types of renewable energy sources are weather and climate dependent, accurate and timely prediction on reliability risks (e.g., loss of generation, voltage issues, and thermal limit violations) due to weather/climate are often necessary.
LLM-Based Translation Agent with Integrated Translation Memory
Large language models (LLMs) have recently made significant progress in machine translation quality [1], but they still struggle with maintaining consistency and accuracy across entire documents. Professional translators commonly use translation memory (TM) tools to reuse past translations, ensuring consistent terminology and phrasing throughout a document.
Text Processing of Emergency Hospital Data
Are you interested in working with hospital data? This project is a collaboration with the Faculty of Medicine, Monash University. In this project, you will be working with medical doctors from Monash Health.
Patient Database for Hospitals in Australia
Are you interested in applying your database knowledge to a real project? This is a collaboration with the Faculty of Medicine, Monash University.
Is it Violin or Viola?
Do you play any classical music instruments, like piano or violin? Would you like to combine your advanced music skills with computer science. This project analyses classical music using computer science techniques.
GoogleMaps or OpenStreetMap Analysis
Are you interested in programming maps, such as GoogleMaps or Open Street Maps? This project uses online maps extensively for visualising routes, and other objects of interest.
Explainable AI (XAI) in Medical Imaging
Are you interested in applying your AI/DL knowledge to the medical domain?
Colouring Music
Do you play any classical music instruments, like piano or violin? Would you like to combine your advanced music skills with computer science. This project analyses classical music using computer science techniques.
Can you see the melody line? (just by looking at the music score)
Do you play any classical music instruments, like piano or violin? Would you like to combine your advanced music skills with computer science. This project analyses classical music using computer science techniques.