Digital Twins Reshape Fleet Maintenance Planning

Digital-twin technology — a live virtual model of a vessel fed by onboard sensors — is helping owners predict failures before they happen.

From reactive to predictive

By combining condition-monitoring data with simulation, operators can plan maintenance around actual wear rather than fixed intervals, reducing costly unplanned stops.

Early results show meaningful reductions in downtime and smarter dry-dock scheduling.