What is Digital twin?
A digital twin is a live virtual model of a physical site or system that mirrors its assets, their current states and how they connect, updated continuously from real data. Unlike a static drawing or BIM file, a digital twin changes as the site changes, so teams can see, analyze and act on actual conditions.
What it is
The term is used loosely, so it helps to be precise. A drawing or a 3D model shows how a site was designed. A digital twin shows how it is running now, because it is fed by meters, sensors and control systems.
A useful facility twin captures three things: the assets, their live states, and the relationships between them. For water that might be the balance from incoming supply to each zone. For electricity it might be the single line from the main switchboard to each panel. For HVAC it might be each rooftop unit and its components.
Once those relationships are modeled, the twin can show where a loss or fault sits in the system, not just that a number has changed.
Where it is used
Digital twins are used in airports, hospitals, campuses, stadiums, data centers, manufacturing, dairy plants, commercial portfolios and water networks. They are most useful where many systems interact and where operators need one view across them.
What evidence it needs
A twin is only as good as the data and structure behind it.
- A site hierarchy of sites, floors, zones and devices
- Live data from meters, sensors and BMS points
- Modeled relationships such as water balance or electrical single line
- Clear handling of missing or stale data
How Aqueduct helps
In Aqueduct, every module reads from one site hierarchy, so the digital twin is the same model operators use to find, fix and verify issues.
- Block-by-block water balance in aQ WaterGuard that shows where unaccounted flow sits
- Electrical single line views in aQ EnergySmart from main supply to each load
- Per-unit HVAC component states in aQ AirSafe, alongside room air quality
- 3D views with every asset and its state on one pane, refreshed every 60 seconds