Enhanced Quantile Regression with Spiking Neural Networks for Long-Term System Health Prognostics

David J Poland

This paper presents a novel predictive maintenance framework centered on Enhanced Quantile Regression Neural Networks EQRNNs, for anticipating system failures in industrial robotic…