AI Enabled Digital Twin for Crack Evolution in Concrete Beams

This research presents a Digital Twin framework overcoming SHM limitations. We developed a surrogate deep learning model trained on FEA simulations with Concrete Damaged Plasticity parameters. It captures complex behaviors like cracking and yielding, revealing internal degradation missed by sensors.