Kinley Dorji, Dezső Séra, Jonathan Love, Simon Denman, Tobias Fischer, Anthony P. O’Mullane
Oxygen bubble formation at the anode of proton exchange membrane water electrolysers (PEMWEs) strongly influences electrocatalyst utilisation, mass-transport resistance, and cell efficiency. This work reports a new full-frame, millisecond-resolved experimental study of oxygen bubble dynamics on the anode porous transport layer (PTL) using high-speed imaging (2000 fps) and deep-learning segmentation in a transparent PEMWE. Bubble emergence, growth, detachment, and transport are quantified across a 38 mm optical window. Bubble emergence rates are two to three times higher near the outer PTL than at the centre. Transport preferentially follows a stable radial–angular direction aligned with anode-side flow imposed by the circular architecture and inlet–outlet configuration. Spatiotemporal mapping reveals persistent pathways not observable using snapshot-based imaging. These results provide quantitative insight into oxygen bubble transport heterogeneity and support bubble-management strategies for PEM water electrolysers.