Digital twins for wind farm
A wind-farm digital twin can organise turbine and component inspection history so a planner can see which findings still need action. Asset identity and inspection dates matter more than the visual detail of the first model.
Build the asset hierarchy
Turbine identifiers, blades, towers, foundations and accessible connections form the starting structure for this use case. Agree the naming rules with the people who maintain the equipment register. A model identifier should remain stable when a drawing is revised or a new inspection is added.
Connect records to decisions
Keep component serial numbers and replacement dates with the record. Separate visual observations, geometry surveys and method-specific examination results. A finding on a replaced blade should not remain attached to the new component.
Define who can upload, review and approve information. Keep draft observations visibly separate from approved records. Agree how the model will reference the existing maintenance or document system and who will resolve mismatches.
Make limitations visible
An external photograph or surface model cannot establish all internal damage. State the coverage and limitations of each inspection, and leave engineering disposition to the responsible reviewer.
Run a useful acceptance exercise
Start with a small, well-documented group of turbines. Test finding assignment, source-record retrieval, repair closure and the transfer of component history when an item is replaced.
Record the steps that still require manual work. Before extending the scope, agree ownership of updates, access permissions, backups, exports and support. The acceptance exercise should demonstrate the proposed workflow using representative records.