Monitoring electrical current and voltage waveforms to detect anomalies in power distribution systems. Identifies power surges, harmonics, phase imbalances, and degradation patterns using lightweight time-series models on current sensor data sampled via ADC. Deployed on MCUs connected to current transformers or Hall-effect sensors on electrical panels. Enables early detection of electrical faults before they cause equipment damage or safety hazards.
| Minimum RAM | 32 KB |
| Minimum Flash | 256 KB |
| Sensor Inputs | current |
| Typical Model Size | 15 KB (quantized int8) |
| Minimum Clock | 48 MHz |
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