A recurrent spiking neural network on vibration data predicts pump flow, pressure, and speed and detects overpressure and cavitation with high accuracy and low estimated energy.
Ultra-low power machinery fault detection using deep neural networks,
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Spiking Neural Networks for Low-Power Vibration-Based Predictive Maintenance
A recurrent spiking neural network on vibration data predicts pump flow, pressure, and speed and detects overpressure and cavitation with high accuracy and low estimated energy.