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Global concerns regarding greenhouse gas emissions necessitate innovative approaches to hydrogen production, storage, and transportation to tackle safety and efficiency issues. Safely moving hydrogen from production sites to consumers presents a challenge. This project proposes an innovative pipeline health monitoring system using digital twin technology, integrating real-time data for risk assessment and improved hydrogen transportation safety and efficiency. Through virtual and mixed reality interfaces, the system offers spatial visualization for both a comprehensive understanding and informed decision-making. Combining information management with advanced detection methods, it serves as a comprehensive toolkit for accident detection, risk assessment, and structural health monitoring.