Lightcapcc-by-4.0
PUDU Robot Operation Logs for Predictive Maintenance
Raw robot-operation database snapshot from 46 PUDU autonomous cleaning robots containing 147,488 error/event records for predictive maintenance, fault detection, and diagnostics. Includes training artifacts and performance metrics from LSTM and Random Forest models trained on operational logs.
Downloads77
Likes1
Technical Profile
- Modalities
- robot_operation_logserror_eventstime_series
- Robot Embodiments
- PUDU autonomous cleaning robot
- Environment
- service_environment
- Task Types
- predictive_maintenancefault_detectionanomaly_detectiondiagnostics
- Data Format
- parquet
- License
- cc-by-4.0
Access
Need custom robot_operation_logs data?
Claru builds purpose-built datasets for service_environment applications with dense human annotations and quality assurance.
Request a Sample Pack