• Condition Monitoring of Bearing Damage in Electromechanical Drive Systems by Using Motor Current Signals of Electric Motors: A Benchmark Data Set for Data-Driven Classification 2016 · introduces
• TFD-Trans: Time-frequency hierarchical decomposition transformer for mechanical fault diagnosis 2026 · 候选关联(启发式)
• Semi-supervised cross-domain fault diagnosis via contrastive pre-training and annotation-efficient alignment strategy 2026 · 候选关联(启发式)
• A bearing fault diagnosis method based on Hopfield network stochastic resonance and a multi-feature fusion health index 2026 · 候选关联(启发式)
• Prototype‐attention domain adaptation for explainable bearing fault diagnosis 2026 · 候选关联(启发式)
• Multimodal bearing fault diagnosis based on semantic-aware and enhanced cross-attention 2026 · 候选关联(启发式)
• A Novel Multidynamic Domain Adaptation Transfer Learning Method for Fault Diagnosis of Bearings With Insufficient Labeled Data 2026 · 候选关联(启发式)
• Enhanced dual-channel feature fusion approach for rolling bearing fault diagnosis 2025 · uses
• Multiscale attention large kernel convolutional neural network for rolling bearing fault diagnosis in noise environment 2025 · uses
• Bearing Fault Diagnosis Method Based on Multisensor Hybrid Feature Fusion 2025 · uses
• Optimal feature complexity for small-sample bearing fault detection in manufacturing 2025 · 候选关联(启发式)
• Large scale foundation models for intelligent manufacturing applications: a survey 2025 · 候选关联(启发式)
• An unsupervised domain adaptation method for intelligent fault diagnosis based on target feature enhancement and feature-boundary alignment 2025 · 候选关联(启发式)
• Deep meta-learning-based multi-signal data fusion approach for fault diagnosis 2025 · 候选关联(启发式)
• Statistically-aligned feature augmentation for robust unsupervised domain adaptation in industrial fault diagnosis 2025 · 候选关联(启发式)
• WOA-based Parameter Adaptive VMD Combined with Wavelet Thresholding for Bearing Fault Feature Extraction 2025 · 候选关联(启发式)
• DiagLLM: multimodal reasoning with large language model for explainable bearing fault diagnosis 2025 · 候选关联(启发式)
• A robust deep learning system for motor bearing fault detection: leveraging multiple learning strategies and a novel double loss function 2025 · 候选关联(启发式)
• Extraction of mechanical multi-fault using parameter-adaptive jump plus mode decomposition 2025 · 候选关联(启发式)
• Intelligent Fault Diagnosis of Rolling Bearings in Strong Noise Environment: An Attention-Driven Hybrid Model Based on IENEMD and Parallel Multiscale CNN 2025 · 候选关联(启发式)

仅列前 20 篇(首发/综述优先,按年份倒序);全量见 API。