• PRONOSTIA: An experimental platform for bearings accelerated degradation tests 2012 · introduces
• Remaining Useful Life Prediction of Rolling Bearings Based on an Improved U-Net and a Multi-Dimensional Hybrid Gated Attention Mechanism 2025 · uses
• Remaining Useful Life Prediction for Exciter Rolling Bearing Based on Self‐Attentive <scp>CNN–GRU</scp> 2025 · 候选关联(启发式)
• A study on degradation prediction modeling method for mechanical rotating components based on multi-modal data and improved structured state-space sequence model 2025 · 候选关联(启发式)
• Neural ODE powered model for bearing remaining useful life predictions with intra- and inter-domain shifts 2025 · 候选关联(启发式)
• Deep stacked state-observer based neural network (DSSO-NN): A new network for system dynamics modeling and application in bearing 2025 · 候选关联(启发式)
• Threshold alignment indicator driven two-phase nonlinear degradation model for remaining useful life prediction of rolling bearing 2025 · 候选关联(启发式)
• SOMA: A semantic-guided Order-aware Mamba Architecture for multivariate time series forecasting 2025 · 候选关联(启发式)
• Deep learning in industrial machinery: A critical review of bearing fault classification methods 2025 · 候选关联(启发式)
• Trend contrast features-based bearing remaining useful life prediction method 2025 · 候选关联(启发式)
• Few-shot remaining useful life prediction based on Bayesian meta-learning with predictive uncertainty calibration 2025 · 候选关联(启发式)
• Sequence to sequence network with Bayesian attention and state transition for self-data-driven remaining useful life estimation 2025 · 候选关联(启发式)
• Remaining useful life prediction of lead-acid battery using multi-phase wiener process-based degradation model 2025 · 候选关联(启发式)
• Dynamic modeling-assisted tensor regression transfer learning for online remaining useful life prediction under open environment 2025 · 候选关联(启发式)
• Sparse stage path graph Kolmogorov-Arnold Networks (KANs) for bearing remaining useful life prediction 2025 · 候选关联(启发式)
• Integration of artificial intelligence and sustainable energy management in the pulp and paper industry: A path to decarbonization 2025 · 候选关联(启发式)
• Remaining useful life prediction for stochastic deteriorating Devices: A direct approach via inverse degradation modeling 2025 · 候选关联(启发式)
• Multi-projection support matrix regression for remaining useful life prediction of roller bearing 2025 · 候选关联(启发式)
• DeFIANT: A degradation-aware large model paradigm for generalizable RUL prediction 2025 · 候选关联(启发式)
• CITDG: A causality and information-theory inspired domain generalization method for machine remaining useful life prediction in unseen domains 2025 · 候选关联(启发式)

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