Detecting cavitation in pumps and hydraulic systems by analyzing vibration and acoustic patterns simultaneously. Cavitation — the formation and collapse of vapor bubbles in liquid — causes rapid erosion damage if undetected. Models classify vibration frequency patterns and acoustic signatures characteristic of cavitation onset, distinguishing them from normal flow noise. Dual-sensor approach using both accelerometer and microphone improves detection accuracy over single-sensor methods.
| Minimum RAM | 64 KB |
| Minimum Flash | 512 KB |
| Sensor Inputs | accelerometer, microphone |
| Typical Model Size | 25 KB (quantized int8) |
No hardware guides for pump cavitation detection yet. Use the MCU Checker to find compatible hardware.
ForestHub compiles visual AI workflows to C code for your microcontroller. Choose your hardware, build your pump cavitation detection pipeline, deploy in minutes.