Patent ID: 11955673
Assignee: THE FLORIDA INTERNATIONAL UNIVERSITY BOARD OF TRUSTEES
Field: Electrical machinery, apparatus, energy (Electrical engineering)
Classification: CPC H  Y | IPC H

Claim 13:
14. The system according to claim 1, further comprising a second microsensor disposed inline with a second exhaust of the proton exchange membrane fuel cell, the second microsensor configured for sensing a second analyte that is fluorine or sulfate,
the instructions when executed further performing the step of monitoring second sensing data of the second microsensor, the second sensing data comprising a level of the second analyte present in the second exhaust of the proton exchange membrane fuel cell, and
the performing of the deep learning algorithm comprising performing the deep learning algorithm on the second sensing data together with the first sensing data to enable predictive maintenance on the fuel cell membrane of the proton exchange membrane fuel cell.