Kolmogorov-Arnold networks for industrial machine health monitoring with continual learning capability using time-series vibration data
Structural Health Monitoring: An International Journal
Published online on August 26, 2025
Abstract
Structural Health Monitoring, Ahead of Print.
Effective and reliable health monitoring is critical for ensuring the operational safety, efficiency, and longevity of industrial machinery. Multi-layer perceptron (MLP)-based neural networks, referred to as “Universal Approximators,” often face ...
Effective and reliable health monitoring is critical for ensuring the operational safety, efficiency, and longevity of industrial machinery. Multi-layer perceptron (MLP)-based neural networks, referred to as “Universal Approximators,” often face ...