Predictive Maintenance Architecture

Klyff works with your maintenance and engineering teams to identify critical assets (pumps, motors, bearings, conveyors) and recommend sensor types and locations that maximize early fault detection.

Tri-axial accelerometers near rotating equipment for vibration, temperature probes on housings and fluid lines, and acoustic sensors positioned to detect cavitation, friction, or grinding sounds.

Proper placement and sensor selection ensure that mechanical degradation signatures (imbalance, misalignment, looseness, bearing wear) are captured with a high signal-to-noise ratio, enabling early warnings before catastrophic failure.