Soot formation during combustion is an adversible phenomena that has to be avoided in order to reduce the pollution from combustion systems. The systems of soot formation during combustion with turbulent multiphase flows are complex and would require extensive research to understand. Understanding their evolution over time and with different domain parameters would help us to design cost efficient and clean combustion systems. Using advanced LASER-based measurement techniques, we try to capture the evolution of soot during sooting flames. These experimental data is then analysed effectively using state-of-the-art AI models with minimal effort in training them.
Instance segmentation of soot from PIV images
Additional information / Get involved
If you are interested in our project, have further questions, or would like to support us through student work, internships, or thesis projects, we would be delighted to hear from you via email or phone. Contact details can be found below.
Contact
Fabian Hampp
Dr.Junior Research Group Leader