J. Ploeg

Physics-Informed Neural Network for Detecting and Isolating Faults in Cooperative Adaptive Cruise Control

This paper presents a Physics-Informed Neural Network (PINN) framework for detecting and isolating sensor and communication faults in Cooperative Adaptive Cruise Control (CACC). Unlike conventional data-driven methods, the proposed approach integrates the platoon dynamics into the neural network training process, enabl...