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.
Online detection of vibration anomalies using balanced spiking 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.