Predictive maintenance

Venu Electronics guides in the Predictive maintenance category: field scenarios and Cortex platform applications.

Abstract graphic representing particles diffusing through a volume

Hydrogen trend in a battery room — what happens as a cell degrades

Hydrogen in a battery room is not an anomaly — every lead-acid cell under charge produces some. The question is never presence, only level and trend, and only continuous measurement can tell the two apart.

7 September 2026

Abstract graphic representing a vibration spectrum with a rising defect peak

Predictive maintenance

Bearing failure in a CNC spindle — when does the spectrum start talking?

A bearing defect in a CNC spindle appears in the vibration spectrum weeks before it marks the workpiece. This piece walks through where that signature forms, why a standard vibration probe cannot resolve it, and how VibroPro Sense catches it.

24 August 2026

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