Chanra Purnama et al. 2026. Digital Twin Integration for Predictive Maintenance and Performance Optimization of Maritime Academy Training . IJISIT: International Journal of Computer Science and Information Technology. 3, 1 (Jun. 2026), 1–11. DOI:https://doi.org/10.55123/ijisit.v3i1.58.