Smart Factory Predictive Maintenance

×1.10 multiplier

Manufacturing equipment failure prediction multimodal dataset. Vibration, acoustic, and thermal sensor fusion.

Overview

A multimodal dataset for predicting equipment failure in Korean manufacturing (semiconductor / automotive / shipbuilding). Vibration (haptic) + acoustic + IR thermal + frequency-spectrum sensor fusion. Includes Korean operator scenes (Korean uniforms).

Included Modalities

SensorsAudioIRHaptic

Phase Composition

normal
early-warning
fault
shutdown
maintenance

License & Terms

cc-by-4.0 100 free samples
Commercial Paid datasets — GaRangBi Commercial License v1.0