| LASPI: Detection and diagnostics of gearbox faults |
gearbox induction_motor |
doi:10.25666/dataubfc-2023-03-06 |
核心 · 已核验 |
| Kelmarsh Wind Farm Data (SCADA) |
wind_turbine |
atlas:kelmarsh-wind-farm-scada |
核心 · 已核验 |
| Transfer learning-based fault detection in wind turbine blades using radar plots and deep learning models |
wind_turbine |
atlas:transfer-learning-based-fault-detection-in-wind-turbine-blades-u |
核心 · 已核验 |
| Penmanshiel Wind Farm Data (SCADA) |
wind_turbine |
atlas:penmanshiel-wind-farm-scada |
核心 · 已核验 |
| Airbus Helicopter Accelerometer Dataset |
helicopter |
atlas:airbus-helicopter-accelerometer |
核心 · 已核验 |
| Additional Tennessee Eastman Process Simulation Data for Anomaly Detection |
industrial_process |
atlas:tennessee-eastman-process-rieth |
核心 · 已核验 |
| PHM2010 dataset |
machine_tool |
atlas:phm2010-dataset |
核心 · 已核验 |
| Three-phase PMSM with ITSC Faults of Stator Winding Dataset |
synchronous_motor |
atlas:three-phase-pmsm-with-itsc-faults-of-stator-winding-dataset |
核心 · 已核验 |
| Wind turbine fault diagnosis dataset (FAST-NREL 5MW) |
wind_turbine |
atlas:wind-turbine-fault-diagnosis-dataset-fast-nrel-5mw |
核心 · 已核验 |
| Vibration and acoustic data of pitch bearing in wind turbines under time-varying load (Cond_3) |
wind_turbine rolling_bearing |
atlas:wind-turbine-pitch-bearing-vibration-acoustic-cond3 |
核心 · 已核验 |
| Multi-Fault Dataset for Multirotor UAVs with Single- and Double-Magnitude Faults |
rotorcraft_uav |
atlas:multi-fault-dataset-for-multirotor-uavs |
核心 · 已核验 |
| Vibration and acoustic data of pitch bearing in wind turbines under time-varying load (Cond_1, Cond_2) |
wind_turbine rolling_bearing |
atlas:wind-turbine-pitch-bearing-vibration-acoustic-cond12 |
核心 · 已核验 |
| SKAB - Skoltech Anomaly Benchmark |
pump |
atlas:skab-skoltech-anomaly-benchmark |
核心 · 已核验 |
| Replication Data for: Damage detection in chain and synthetic mooring lines of Floating Offshore Wind Turbines |
wind_turbine |
atlas:fowt-mooring-line-damage-detection |
核心 · 已核验 |
| Ballbearing Vibration Dataset |
rolling_bearing |
atlas:ballbearing-vibration-dataset |
候选 · 未审核 |
| Electrical and mechanical diagnostic indicators of wind turbine induction generator rotor faults |
wind_turbine induction_motor |
atlas:wind-turbine-induction-generator-rotor-fault-indicators |
核心 · 已核验 |
| SCIG Inter-turn Short-Circuit Fault Dataset |
induction_motor |
doi:10.5281/zenodo.20965466 |
核心 · 已核验 |
| Experimental Dataset for Machine Learning-Based Fault Diagnosis of Electric Motors |
|
doi:10.5281/zenodo.18857197 |
核心 · 已核验 |
| Experimental Vibration Data for Structural Health Monitoring (SHM) of Cracked Rotor Systems |
rotor_system |
doi:10.21950/f3hsnj |
核心 · 已核验 |
| PHM Europe 2026 Conference Data Challenge |
synchronous_motor |
atlas:phm-europe-2026-conference-data-challenge |
核心 · 已核验 |
| Condition Monitoring of Hydraulic Systems (ZeMA, UCI) |
hydraulic_system |
atlas:uci-zema-hydraulic-condition-monitoring |
核心 · 已核验 |
| HB-bearing fault dataset |
rolling_bearing |
atlas:hb-bearing-fault-dataset |
核心 · 已核验 |
| FM-CGFCN |
rotor_system rolling_bearing |
atlas:fm-cgfcn |
核心 · 已核验 |
| PHM North America 2024 Conference Data Challenge |
aero_engine |
atlas:phm-north-america-2024-conference-data-challenge |
核心 · 已核验 |
| MIMII Dataset: Sound Dataset for Malfunctioning Industrial Machine Investigation |
pump other |
atlas:mimii-sound-dataset |
核心 · 已核验 |
| Bearing Fault Prediction Dataset |
rolling_bearing |
atlas:bearing-fault-prediction-dataset |
候选 · 未审核 |
| HUST bearing: a practical dataset for ball bearing fault diagnosis |
rolling_bearing |
atlas:hust-bearing-a-practical-dataset-for-ball-bearing-fault-diagnosi |
核心 · 已核验 |
| Exploiting Neural Networks for Crack Localization in AMB-supported Turbomachinery - Dataset 1 |
rotor_system |
atlas:exploiting-neural-networks-for-crack-localization-in-amb-support |
核心 · 已核验 |
| PHM North America 2025 Conference Data Challenge |
aero_engine |
atlas:phm-north-america-2025-conference-data-challenge |
核心 · 已核验 |
| High-Speed Bearing Fault Dataset |
rolling_bearing |
atlas:high-speed-bearing-fault-dataset |
候选 · 未审核 |
| MOIRA-UNIMORE Bearing Dataset for Independent Cart Systems |
rolling_bearing |
doi:10.5281/zenodo.14764717 |
核心 · 已核验 |
| Tribological Properties for the Interaction of Point Contact Interface |
|
doi:10.57760/sciencedb.tribology.00038 |
核心 · 已核验 |
| N-CMAPSS Turbofan Engine Degradation Dataset (DASHlink) |
aero_engine |
atlas:n-cmapss-turbofan |
核心 · 已核验 |
| NASA Randomized Battery Usage Dataset (PCoE) |
battery |
atlas:nasa-randomized-battery-usage |
核心 · 已核验 |
| Paderborn University Bearing DataCenter |
rolling_bearing |
atlas:paderborn-bearing |
核心 · 已核验 |
| MFPT Condition Based Maintenance Fault Database (Bearing Fault Data Sets) |
rolling_bearing |
atlas:mfpt-bearing-fault-database |
核心 · 已核验 |
| IMS / University of Cincinnati Bearing Run-to-Failure Dataset |
rolling_bearing |
atlas:ims-bearing |
核心 · 已核验 |
| MetroPT-3 Dataset (Metro Train Air Production Unit) |
compressor |
atlas:metropt-3-metro-air-compressor |
核心 · 已核验 |
| Current and vibration signals for ball screw feed drive under health and bend condition |
machine_tool |
atlas:current-and-vibration-signals-for-ball-screw-feed-drive-under-he |
核心 · 已核验 |
| Case Western Reserve University Bearing Data Center |
rolling_bearing induction_motor |
atlas:cwru-bearing |
核心 · 已核验 |
| PHM North America 2023 Conference Data Challenge |
gearbox |
atlas:phm-north-america-2023-conference-data-challenge |
核心 · 已核验 |
| XJTU-SY Rolling Element Bearing Accelerated Life Test Datasets |
rolling_bearing |
atlas:xjtu-sy-bearing |
核心 · 已核验 |
| Experimental Vibration Dataset for Rolling Bearing Outer Race Fault Diagnosis under Variable Load Conditions |
rolling_bearing |
doi:10.17632/szfkx3mzcm.1 |
核心 · 已核验 |
| Universal Machinery Fault Diagnosis Dataset (UMFDD) A Unit Normalized Multi Signal Repository for Machinery Fault Diagnosis |
|
doi:10.17632/3bz24t6tf4 |
候选 · 未审核 |
| Servomotor-Driven Ballscrew Mechanism Degradation Data Set |
machine_tool |
atlas:servomotor-driven-ballscrew-mechanism-degradation |
核心 · 已核验 |
| 2021 PHM Conference Data Challenge |
aero_engine |
atlas:2021-phm-conference-data-challenge |
核心 · 已核验 |
| In-House Multi-Sensor-Location Vibration Dataset for PMSM-Based Drive Modules with Physically Induced Disturbances |
synchronous_motor |
doi:10.5281/zenodo.19550319 |
核心 · 已核验 |
| In-house PMSM Multi-Location Vibration Dataset for Fault Diagnosis under Physically Induced Disturbances |
synchronous_motor |
doi:10.5281/zenodo.19717375 |
核心 · 已核验 |
| "Multiple Gas Sale Pipeline Parameter" |
industrial_process compressor |
doi:10.21227/fmfa-2a57 |
核心 · 已核验 |
| "DC-HVAC-S12: Data Center HVAC Anomaly Detection Dataset" |
compressor |
doi:10.21227/wn93-2472 |
核心 · 已核验 |