Predictive Maintenance
Every maintenance visit costs the same. The energy it recovers does not.
Renewable assets lose output quietly. Soiling, wear and underperforming components pull generation below what the weather allows, and no alarm is raised.
The loss hits twice: energy that is never produced, and forecasts that promise volume the site cannot deliver. A fixed maintenance calendar sends crews to sites that were fine and leaves others waiting.
We measure the gap between what each asset produces and what the weather says it should, and separate it from cloud, temperature, shading and known outages. We start with soiling on solar arrays.
The result is a schedule: which asset, which week, and what each visit is worth. Forecasts match what the site can deliver today, and the budget goes where it recovers the most energy.