仅表示这篇论文与本数据集在文献网络中相邻, 不代表该论文确实使用了本数据集。

• PRONOSTIA: An experimental platform for bearings accelerated degradation tests 2012 · 首发该数据集
• Remaining Useful Life Estimation of Bearings 2021 · 综述收录
• Remaining Useful Life Prediction of Rolling Bearings Based on an Improved U-Net and a Multi-Dimensional Hybrid Gated Attention Mechanism 2025 · 使用该数据集
• A novel few-shot deep regression domain adaptation method with wavelet scattering attention mechanism for fault prognostics 2025 · 用于迁移/跨工况
• Uncertainty Quantification in Fault and Degradation Analysis of Rolling Element Bearings 2025 · 使用该数据集
• Enhanced reliability prediction of rolling bearings through a hybrid gamma process and BOA-TCN-BiLSTM-attention mechanism 2025 · 用于方法验证
• Remaining useful life prediction of motor bearings based on slow feature analysis-assisted attention mechanism and dual-LSTM networks 2025 · 用于方法验证
• LSGAN-Transformer life prediction method for rolling bearings under few samples 2025 · 用于方法验证
• An Adaptive BiGRU-ASSA-iTransformer Method for Remaining Useful Life Prediction of Bearing in Aerospace Manufacturing 2025 · 用于方法验证
• A Remaining Useful Life Prediction Method for Rolling Bearings Based on Hierarchical Clustering and Transformer–GRU 2025 · 用于方法验证
• Remaining Useful Life Prediction of Rolling Bearings Based on Deep Time–Frequency Synergistic Memory Neural Network 2025 · 用于方法验证
• Stochastic Identification and Analysis of Long-Term Degradation Through Health Index Data 2025 · 用于方法验证
• Remaining Useful Life Prediction for Rolling Bearings Based on TCN–Transformer Networks Using Vibration Signals 2025 · 用于方法验证
• Remaining Useful Life Prediction of Bearings via Semi-Supervised Transfer Learning Based on an Anti-Self-Healing Health Indicator 2025 · 用于迁移/跨工况
• Remaining Useful Life Prediction Across Conditions Based on a Health Indicator-Weighted Subdomain Alignment Network 2025 · 用于迁移/跨工况
• WaveAtten: A Symmetry-Aware Sparse-Attention Framework for Non-Stationary Vibration Signal Processing 2025 · 用于方法验证
• Remaining Useful Life Prediction for Exciter Rolling Bearing Based on Self‐Attentive <scp>CNN–GRU</scp> 2025 · 候选引用(未核验)
• A Divisive Unsupervised Feature Selection Approach for Explainable Remaining Useful Life Prediction 2025 · 候选引用(未核验)
• Remaining Life Prediction of Motor Bearing Based on Fusion Degradation Indicator 2025 · 候选引用(未核验)
• Bearing Remaining Useful Life Prediction Based on Multi-scale Feature Extraction and Convolutional Attention Mechanism 2025 · 候选引用(未核验)

仅列前 20 篇(首发/综述优先,按年份倒序);全量见 API。