FactoryNet offers a 113M-datapoint pretraining corpus mapping diverse industrial actuator signals into a single S-E-F-C schema, aiming to make commanded versus measured dynamics directly comparable across machines.…

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https://arxiv.org/abs/2605.09081

Othman, Petersen, Ignuta-Ciuncanu, Maggioni, Mazzoleni, Martelli, Petersen: FactoryNet: A Large-Scale Dataset toward Industrial Time-Series Foundation Models https://arxiv.org/abs/2605.09081 https://arxiv.org/pdf/2605.09081 https://arxiv.org/html/2605.09081