Case studies
XyloZero in the field
Ports & Logistics
STS crane rotating equipment condition monitoring - Major Korean port operator
Continuous anomaly monitoring of crane drivetrain signals that change with operating state and load.
Power & Plants
Continuous acoustic monitoring of coal handling equipment - Korean power generation company B
Sound from a fuel conveyor drive, collected without the gaps that inspection rounds leave.
Manufacturing & Batteries
Acoustic validation of Li-ion battery fire precursors - Korean manufacturer D
A microphone array captured sound changes that appear before a battery's gas release is confirmed.
Shipbuilding & Manufacturing
Shipyard welding equipment and crane condition monitoring - Korean shipbuilder E
Operating states and types of welding equipment and a crane, estimated from attached sensor nodes alone, without any operating-signal link.
R&D and technology validation
Environment & Forestry
Early pine wilt detection with ultrasonic NDT - National Institute of Forest Science
Ultrasound catches internal change in pines that look healthy.
Security & Control
Speaker verification for high-noise environments - Company C
Speaker verification that works in noisy control rooms, built into the existing login flow.
