School of Science, Engineering and Information Technology

Deep Learning for Condition Monitoring of Burners

Project Title:

Deep Learning for Condition Monitoring of Burners

Supervisor(s):

Professor Steve Wilcox

Contact person and email address:

Steve Wilcox steve.wilcox@federation.edu.au

A brief description of the project:

Deep learning is an AI technique that has gained rapid traction due to the possibility to develop models that are able to take into account complex scenarios. A large body of work has investigated the application of AI to burner condition monitoring but the models generally have too rigid an outcome and so their applicability is limited. Deep learning has the potential to remove these restrictions and thereby become a tool for industry to gain greater efficiency and reliability.