luviner/

industrial-faults

6,500 labeled samples across 13 classes (1 normal + 12 industrial fault types) with 8 sensor features. Generated by the Luviner AI synthetic anomaly engine — 12 parametric failure mode generators that produce temporally progressive, physically realistic fault signatures.

	Dataset Description




	
	Why synthetic industrial data?

Real industrial failure data is extremely scarce — machines rarely fail, and when they do, the data is often… See the full description on the dataset page: https://huggingface.co/datasets/luviner/industrial-faults.