Reduce carbon footprint for the green transition
Lithium batteries use materials in short supply
Solid Oxide Fuel Cell (SOFC) are a possible alternative to lithium batteries.
SOFCs requires a manuel procedure which is a long proces.
Goal is to segment different phases in the SOFC micro structure.
This can be done using AI, particularly using CNNs.
A U-net model has achieved accuracy of 96% and 92%
SOFC has many favorable characteristics compared to alternatives.
It is nessercary to study where reactions occur.
This requires segmentation of phases in the microstructure.
The main goal is to automate the process of finding a binary mask of phases for a SOFC.
The second goal is to develop a user interface to process and segment images.
Semantic segmentation is a computer vision task to classify pixels into classes.