Self-Supervised Pretraining for PHM: What Transfers, What Does Not, and What Federating It Costs.

arXiv:2610.35280v1 Announce Type: new Abstract: Self-supervised pretraining has produced capable time-series foundation models, but its value for Prognostics and Health Management (PHM) has not been measured under leakage-controlled conditions. We measure it o