University of Ottawa Rolling-element Dataset (Vibration and Acoustic) 核心 · 已核验
atlas:uored-vafcls
渥太华大学滚动轴承振动+声学双模态故障数据集(恒负载/恒转速),较新的多模态扩展数据集, 含健康/发展中故障/故障三类状态。
- 落地页
- https://data.mendeley.com/datasets/y2px5tg92h
- 许可证
- CC-BY-4.0 (判读置信:inferred)
- 国内可访问性
-
国内直连:可达 (2026-07-11 检测)
代理通道:可达 (2026-07-11 检测)
检测口径:lychee 双通道单轮探测;「直连超时」表示检测窗口内未完成,系慢或不稳定证据,不构成封锁证据。 - 发布年份
- 2023
- 发布方
- University of Ottawa
- 别名
- UORED-VAFCLS
- 设备类型
rolling_bearing- PHM 任务
fault_diagnosisanomaly_detection
分发点
| mendeley_data | https://data.mendeley.com/datasets/y2px5tg92h | 平台默认 CC BY 4.0 |
故障工况
| fault_type: healthy_baseline |
| fault_type: bearing_inner_race_faultinduction: unknown |
| fault_type: bearing_outer_race_faultinduction: unknown |
| fault_type: bearing_rolling_element_faultinduction: unknown |
| fault_type: bearing_cage_faultinduction: unknown |
传感器
| sensor_type: accelerometerobserved_property: vibration_acceleration |
| sensor_type: microphoneobserved_property: acoustic_pressure |
关联论文(51 篇,候选区未经人工核验;candidate_citation = 共引启发式候选关联,非使用断言)
- University of Ottawa constant load and speed rolling-element bearing vibration and acoustic fault signature datasets 2023 · introduces
- A multi-condition acoustic dataset of ball bearings for fault diagnosis 2026 · 候选关联(启发式)
- Accuracy, robustness, and computational efficiency in bearing fault detection and diagnosis: Comparison of CNN and CNN-Transformer 2026 · 候选关联(启发式)
- Robust Bearing Fault Diagnosis via Bio-Inspired Spectral Enhancement and Multimodal Contrastive Graph Attention 2026 · 候选关联(启发式)
- WRNN and CAT-Based Few-Shot Learning Fault Diagnosis for Bearing 2026 · 候选关联(启发式)
- Fault diagnosis of bearings under variable speed and noise interference based on ED-GAFMD 2026 · 候选关联(启发式)
- Multimodal fault diagnosis via enhancement of background-dominated low-discriminative features and causal residual fusion 2026 · 候选关联(启发式)
- Adaptive Resonance Demodulation for Bearing Fault Diagnosis via Spectral Trend Reconstruction and Weighted Logarithmic Energy Ratio 2026 · 候选关联(启发式)
- The Energy-Dispersion Index (EDI) and Cross-Domain Archetypes: Towards Fully Automated VMD Decomposition for Robust Fault Detection 2026 · 候选关联(启发式)
- A Comprehensive Experimental Liquid‐Level Control System for Advancing Fault Diagnosis Research Innovation: Data, Models, and Procedures 2025 · 候选关联(启发式)
- End-to-End graph neural network framework for precise localization of internal leakage valves in marine pipelines based on Intelligent graphs 2025 · 候选关联(启发式)
- MSA-GCN: A multi-modal spatiotemporal attention graph convolutional network for robust bearing fault diagnosis in noisy environments 2025 · 候选关联(启发式)
- Vibration and acoustic data of pitch bearing in wind turbines under time-varying load for fault diagnosis 2025 · 候选关联(启发式)
- Interpretable and robust fault diagnosis of rotating machinery in noisy environments via improved high-order spatial interactions network 2025 · 候选关联(启发式)
- Multi-modal multi-scale multi-level fusion quadrant entropy for mechanical fault diagnosis 2025 · 候选关联(启发式)
- Industrial steel slag flow data loading method for deep learning applications 2025 · 候选关联(启发式)
- Graph optimization algorithm enhanced by dual-scale spectral features with contrastive learning for robust bearing fault diagnosis 2025 · 候选关联(启发式)
- Selective embedding for deep learning 2025 · 候选关联(启发式)
- Automated fault classification of asynchronous motor using mobile phone accelerometer and Parallel Residual CNN-GRU 2025 · 候选关联(启发式)
- A High-Precision voiceprint recognition for fault diagnosis of motor bearings through lightweight dynamic convolutional neural network 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。
溯源(PROV,4 条)
| source_url: https://data.mendeley.com/datasets/y2px5tg92hretrieved_on: 2026-07-07asserted_by: human_curatornote: 采样率等细节待核对 Sehri & Dumond (2023) Data in Brief 后补 |
| about_field: source_citation: 人工核验:zfbin(委托批准 2026-07-09)retrieved_on: 2026-07-09asserted_by: human_curatorconfidence_level: human_verifiednote: 晋升核心区。首晋升批次 01:KLS-005 手工填卡,实质核验于 KLS-005 完成(评审见 evidence/KLS-005/);委托代理执行 |
| about_field: china_accessibilitysource_citation: KLS-009 链接健康扫描(lychee 双通道)retrieved_on: 2026-07-11asserted_by: automated_harvestnote: 定期刷新标注,仅覆盖本字段;历史结果以最新扫描为准 |
| about_field: license_idsource_citation: 人工核验:zfbin(三问拍板 2026-07-11)retrieved_on: 2026-07-11asserted_by: human_curatorconfidence_level: human_verifiednote: 人工改写。license 记法归一 cc-by-4.0 → CC-BY-4.0(SPDX 规范 id,ADR-25 清账①,2026-07-11 用户拍板;许可语义不变) |