Machine Part Testing TRIZ Cases
- Machine Acoustic Analysis Threshold Learning for Anomaly Detection
Deviation signals expand limited machine sound and vibration training data, enabling more accurate anomaly thresholds with fewer false detections.
- IIoT Sensor Crosspoint Switching for Real-Time Multi-Sensor Monitoring
Crosspoint-switched sensor routing and onboard calibration data enable faster multi-sensor monitoring and adaptive industrial IoT data collection.
- Steerable Turbine Blade Service Tool for In-Situ Inspection Access
A steerable anchored service tool reaches turbine blade flowpath areas that borescopes miss, enabling in-situ inspection and repair with less downtime.
- Gear Lapping Spindle Layout With Swivel Axis for Precise Handling
A swivel axis replaces a third linear axis to simplify gear loading while preserving rigid, accurate lapping and testing of gear pairs.
- Industrial IoT Sensor Switching for Real-Time Multi-Sensor Monitoring
A crosspoint sensor switching architecture enables continuous multi-sensor data capture and faster industrial diagnosis than manual collection.