The same platform that will predict service calls
HVACloud is the data basis of HYDRA, a research project on physics informed AI for heat pumps. No second infrastructure required.
- HYDRA a research project on physics informed AI
- Cloudia across the fleet, in the cloud
- Cloudia Edge locally on the device, no raw data leaves
- Fleet Cloudia computes across the whole fleet: one plant that stands out against a thousand that do not, with no second infrastructure and no move of the data history.
- Edge Cloudia Edge computes locally on the device. The raw data stays in the building, only the result leaves it.
- Anomaly A deviation with no limit breached. The AI rings it and proposes, it does not raise an alarm of its own accord.
- Degradation A component over its service life, slowly getting worse. The trend is a proposal from which the operator makes a plan.
- Service call The proposal sits with the person who confirms it, and the crew sets off before anything stops. Back into operation.
Why research belongs on a product page
Because it shows there is substance behind these topics rather than an announcement. HVACloud is the data basis for HYDRA, a research project on physics informed AI for heat pumps.
What that makes possible
- Predictive maintenance. The service call is planned before the plant stops.
- Anomaly detection. Behaviour that deviates from what is expected stands out, even where no limit has been breached.
- Degradation analysis of individual components over their service life.
- Intelligent setpoints.
Cloudia and Cloudia Edge
Cloudia works in the cloud across the whole fleet. What stands out at one plant can be held against a thousand others of the same type.
Cloudia Edge is the local model on devices with an AI chip. It decides on site, without raw data leaving the building.
The actual point
The platform collecting your telemetry today is the same one that will predict service calls tomorrow. You need no second infrastructure for it and you do not have to move your data history.
Better shown than read
We will show you this area on a real plant, set up around the equipment you build.