| DCASE 2026 Challenge Task 2 Development Dataset |
gearbox rolling_bearing |
doi:10.5281/zenodo.19336329 |
核心 · 已核验 |
| SCADA dataset of a 2 MW SIEMENS wind turbine drivetrain located at a wind farm on the Baltic Sea coast in northern Poland |
wind_turbine gearbox rolling_bearing |
doi:10.17632/3sys4562ny.1 |
核心 · 已核验 |
| Vibration dataset of a rotor-shaft test rig (misalignment under load variations) |
rotor_system gearbox pump |
doi:10.17632/cbpr9fvvwb.1 |
核心 · 已核验 |
| A dataset of Early fault diagnosis of electric vehicle batteries based on physics-informed DeepSeekV3 architecture |
battery |
doi:10.17632/b9tryr388p.2 |
核心 · 已核验 |
| A multi-condition acoustic dataset of ball bearings for fault diagnosis-normal bearing |
rolling_bearing |
doi:10.17632/j99rf8rsrz.1 |
核心 · 已核验 |
| Imagery Dataset for RUL Estimation of Fibre Ropes |
|
doi:10.34740/kaggle/dsv/16105762 |
候选 · 未审核 |
| Power transformer data for fault diagnosis |
|
doi:10.17632/98f4z3f8tx.2 |
核心 · 已核验 |
| Dataset for Module-Level Electrochemical Impedance Spectroscopy analysis for SOH monitoring of Lithium-ion Batteries |
battery |
doi:10.5281/zenodo.16736780 |
核心 · 已核验 |
| Photovoltaic Inverter Input Arc-Fault and Normal Operation Waveforms Dataset |
power_electronics_device |
doi:10.21227/wzfe-7973 |
核心 · 已核验 |
| Large Language Model–Based Fault Diagnosis for Lithium-ion Batteries in Cloud-Edge Systems |
battery |
doi:10.5281/zenodo.18335411 |
核心 · 已核验 |
| Dataset for : Realistic Multi-Fault Diagnostics of Millions-Scale Li-ion batteries with Rapid Unsupervised Learning |
battery |
doi:10.5281/zenodo.18328700 |
核心 · 已核验 |
| Controller Area Network data for fault prognostics |
|
doi:10.7910/dvn/zupeic |
候选 · 未审核 |
| Walsh Matrix Analysis and Feed Forward Neural NEtowrk based Fault Detection Technqiue |
|
doi:10.21227/7c6h-5m58 |
候选 · 未审核 |
| An Adaptive RISE-based UUV Fault Tolerant Control with Underwater Sensor Faults |
|
doi:10.6084/m9.figshare.32395158 |
核心 · 已核验 |
| UiA Accelerated Life Time Bearing Test Rig – Test 3, Variable speed around 50rpm |
rolling_bearing |
doi:10.18710/nzjois |
核心 · 已核验 |
| ElhamDataset for Fault Detection in Quadruped Robots: Healthy and Faulty Simulation Data in PyBullet |
|
doi:10.21227/rq0a-sn13 |
核心 · 已核验 |
| Energy Storage Power Station Lithium-Ion Battery Real-World Operation Dataset |
battery |
doi:10.5281/zenodo.18471155 |
核心 · 已核验 |
| This dataset compiles a fault diagnosis dataset for wind turbine blades. |
wind_turbine |
doi:10.17632/m9p8jpnxjz.1 |
核心 · 已核验 |
| Rotating infrared insulator |
|
doi:10.5281/zenodo.19485449 |
核心 · 已核验 |
| A Monte Carlo-based Sallen-Key benchmark dataset for data-driven predictive maintenance and few-shot fault diagnosis |
|
doi:10.6084/m9.figshare.32054736.v2 |
核心 · 已核验 |
| Pressure Signal Dataset for Leak Detection in Electro-Pneumatic Systems |
|
doi:10.5281/zenodo.18446324 |
核心 · 已核验 |
| Centrifugal Pump Multi-Fault Vibration Dataset under Long-Tailed Distributions |
pump |
doi:10.17632/63gjxpn7s6.1 |
核心 · 已核验 |
| ArcSafe-60 |
|
doi:10.21227/fwed-0w93 |
核心 · 已核验 |
| Open Dataset of Galvanostatic and Potentiostatic EIS Measurements on Low-Impedance Energy Storage Devices |
|
doi:10.21227/1bzx-1c48 |
核心 · 已核验 |
| Experimental Vibration Data for Structural Health Monitoring (SHM) of a rotor with Mechanical Looseness |
rotor_system |
doi:10.21950/c89cn8 |
核心 · 已核验 |
| Aging data based on cogeneration profile |
fuel_cell |
doi:10.25666/dataubfc-2024-03-29-02 |
核心 · 已核验 |
| Drone monitoring data and corresponding fault knowledge |
unmanned_aerial_vehicle |
doi:10.21227/645e-d502 |
核心 · 已核验 |
| Edge-AI Sensor Dataset for Real-Time Fault Prediction in Smart Manufacturing |
industrial_process |
doi:10.21227/s9yg-fv18 |
核心 · 已核验 |
| PEM fuel cell polarization test under different temperatures |
fuel_cell |
doi:10.21227/wnt6-x446 |
核心 · 已核验 |
| X-Plane Flight Simulator Engine Failure Dataset |
aero_engine |
doi:10.21227/p9nj-a527 |
核心 · 已核验 |
| Compression Compression fatigue tests on single stiffener aerospace structures |
composite_structure |
doi:10.34894/qnurer |
核心 · 已核验 |
| The multi sensor-based machining signal fusion to compare the relative efficacy of machine learning based tool wear models |
machine_tool |
doi:10.7910/dvn/7iajwu |
核心 · 已核验 |
| Associated Dataset for High-Impedance Ground Fault Identification in Distribution Networks |
|
doi:10.57760/sciencedb.39699 |
核心 · 已核验 |
| "CNC machine tool fault data" |
machine_tool |
doi:10.21227/dc45-zd37 |
核心 · 已核验 |
| Aging data based on daily cogeneration profile |
fuel_cell |
doi:10.25666/dataubfc-2024-03-29 |
核心 · 已核验 |
| Fault Simulation Data of a Central Air Conditioning System in Changsha, China, for the Year 2025 |
|
doi:10.57760/sciencedb.34629 |
核心 · 已核验 |
| DT-MAS architecture for smart maintenance of aircraft fuel distribution systems |
pump aero_engine |
doi:10.17632/pbkn43bgjc.1 |
核心 · 已核验 |
| A Multifunction Vehicle Bus Physical-Layer Dataset for Network Fault Diagnosis in Rail Transit Systems |
|
doi:10.5281/zenodo.20580957 |
核心 · 已核验 |
| IEA Wind TCP Task 49 Failure Risk Mitigation for Floating Offshore Wind Arrays |
wind_turbine |
doi:10.5281/zenodo.21211759 |
核心 · 已核验 |
| An experimental framework for determining wear in porous journal bearings operated in the mixed lubrication regime |
journal_bearing |
atlas:quarry-url-https-osf-io-2vp4h |
核心 · 已核验 |
| Offboard laser Doppler vibrometry dataset for UAV propeller fault diagnosis |
rotorcraft_uav |
doi:10.5281/zenodo.21203159 |
核心 · 已核验 |