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。

• An Interval Belief Rule Base Method with Attention Enhancement for Bearing Fault Diagnosis Under Variable Operating Conditions 2026 · 用于方法验证
• Lightweight Gearbox Fault Diagnosis Under High Noise Based on Improved Multi-Scale Depthwise Separable Convolution and Efficient Channel Attention 2026 · 用于方法验证
• A GCU-SAM Enhanced Transformer for Fault Diagnosis of Rotating Machinery 2026 · 用于方法验证
• Industrial robot transmission components cross-machines fault diagnosis via fault intrinsic representation and channel self-healing under sensor failure 2026 · 候选引用(未核验)
• A multi-level bidirectional cross-attention framework for multi-sensor fault diagnosis of rotating machinery 2026 · 候选引用(未核验)
• Physical-Causal Guided Adaptive Time-Frequency and Hypergraph Co-evolutionary Modeling Method for Industrial Equipment Monitoring 2026 · 候选引用(未核验)
• Prior-Guided Topological Domain Adaptation Network for Cross-Condition Fault Diagnosis Using Multi-Sensor Vibration Measurements 2026 · 候选引用(未核验)
• Two-Stage Harmonic Optimization-Gram Based on Spectral Amplitude Modulation for Rolling Bearing Fault Diagnosis 2026 · 候选引用(未核验)
• A PI-Dual-STGCN Fault Diagnosis Model Based on the SHAP-LLM Joint Explanation Framework 2026 · 候选引用(未核验)
• A Dual-Source Evidence–Driven Semi-Supervised Belief Rule Base for Fault Diagnosis 2026 · 候选引用(未核验)
• Let the Model Choose Its Own Frequency: An Adaptive Frequency-Aware Inverted Transformer for Noise-Robust Gearbox Fault Diagnosis 2026 · 候选引用(未核验)
• Learning the Language of Vibration: A Self-Supervised Transformer Foundation Model for PHM 2026 · 候选引用(未核验)
• Rolling bearings fault diagnosis using a one-dimensional vision transformer with multi-scale residual convolution 2025 · 用于方法验证
• An Optimized SFE-FuseNet for Gearbox Bearing Fault Diagnosis Under Limited Training Samples 2025 · 用于方法验证
• Label-Noise-Resistant Time-Series Classification With Self-Supervised Label Correction 2025 · 用于方法验证
• Intelligent Fault Classification Exploration Inspired by Suprathreshold Stochastic Resonance 2025 · 用于方法验证
• Intelligent fault diagnosis technique for rotating machinery based on parameter-optimised variational mode decomposition and improved bidirectional gated recurrent unit 2025 · 用于方法验证
• YConvFormer: A Lightweight and Robust Transformer for Gearbox Fault Diagnosis with Time–Frequency Fusion 2025 · 用于方法验证
• FreFilterTST: a dynamic channel graph sparsification approach to multivariate time series anomaly detection with frequency-domain restoration 2025 · 候选引用(未核验)
• Fault Diagnosis of Rotating Machines Based on Combination of One‐Dimensional Convolutional Neural Network and Long Short‐Term Memory in Variable Working Conditions 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。