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Cheng-Gen Pu

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Open access Aug 2026

A hierarchical refined representation with degradation-guided alignment network for rolling bearings remaining useful life prediction under unseen conditions

Domain generalization (DG) has been widely applied in bearing remaining useful life (RUL) prediction owing to its capacity for generalizing prior diagnostic knowledge toward unseen operating conditions. However, numerous DG methods are often constrained by the limited domain-invariant feature generalization capabilitie...

Yan Han, Ying-Cong Xie, Qing-Qing Huang et al. · 0 citations
Open access Sep 2026

AoI-aware coexistence scheduling for industrial wireless sensor networks under uncontrollable external networks via deep reinforcement learning

Industrial wireless sensor networks (IWSNs) are increasingly deployed in shared-spectrum environments, where coexistence with external wireless networks is often unavoidable. Existing coexistence scheduling methods usually rely on joint coordination frameworks that assume all coexisting networks are observable and mana...

Cheng-Gen Pu, Hao-Hao Lei, Ping Wang et al. · 0 citations

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