Digital Twins for Infrastructure
Digital representations of infrastructure assets for monitoring, predictive maintenance, and operational decision support.
Why it matters
Twins can improve hull and systems intelligence when sensor and data governance models are realistic.
Viewpoint
Start twins from operable data contracts—not from presentation-layer dashboards alone.
Risks to manage
- Poor sensor placement plans
- No ownership of model updates
Common mistakes
- Confusing BIM deliverables with operational twins
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