HydroPulse: read PEMFC stack health before the failure window

Hydrogen programmes need earlier signals than a hard stop. HydroPulse turns voltage drift, duty cycle and humidification stress into maintenance windows.

PEMFC stacks rarely fail with a polite calendar invite. Cell voltage imbalance, membrane stress and catalyst ageing show up as quiet drift — then as downtime you cannot schedule.

HydroPulse is Labs’ AI analytics layer for hydrogen fuel cells: stack health indicators, load-aware degradation trends, remaining-useful-life themes and safety-aware signatures that distinguish crossover or leak patterns from normal behaviour.

Because Labs fabricates PEMFC components and kits — and characterises systems with JKV Research pathways — the analytics sit next to real hardware, not a generic IoT template. Operators and R&D teams see humidification, stoichiometry and duty-cycle effects in the same narrative.

Pick one stack class, instrument it honestly, and prove a maintenance window you can defend. That beats a dashboard nobody opens.

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