foundation-models/golden-batch-sentinel-data

Golden Batch Sentinel Data Benchmark datasets for process monitoring and fault detection in batch manufacturing. Datasets IndPenSim (Industrial Penicillin Simulation) A 100,000L fermentation simulation with 100 batches and rich multivariate signals. Source: Mendeley Data Paper: Modern day monitoring and control challenges... Batches: 100 (90 normal, 10 faulty) Variables: 37 process variables (Raman spectra excluded for efficiency) Time resolution:… See the full description on the dataset page: https://huggingface.co/datasets/foundation-models/golden-batch-sentinel-data.