Digital twins for petrochemical complex
In a petrochemical complex, the first useful digital-twin question is often simple: which equipment does this inspection result belong to, and what has changed since the last examination? A consistent asset hierarchy makes that answer possible.
Build the asset hierarchy
Process units, equipment tags, line numbers and corrosion monitoring locations 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 inspection readings connected to their dates, units and actual locations. Record repairs, replacements and changes of service so a trend is not calculated across unlike conditions. Link findings to an accountable action owner.
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
A coloured model is a presentation of the underlying data. It does not establish a damage mechanism, a remaining-life value or fitness for service without the necessary technical assessment.
Run a useful acceptance exercise
Select a unit with an existing inspection history. Reconcile the asset list, import a reviewed sample and ask inspectors and planners to locate the same finding independently.
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.