How Abisko Expands from ESPM: ESPM allows manual data entry but doesn’t track estimation methodology. Abisko documents which values are estimated vs actual and applies GRESB-compliant estimation methods automatically.
Acceptable Gap-Filling Methods
| Method | When to Use | GRESB Compliant |
|---|---|---|
| Proration | Partial month readings | ✅ Yes |
| Prior year same period | Stable consumption patterns | ✅ Yes |
| Weather normalization | Climate-dependent loads | ✅ Yes |
| Interpolation | Single missing month | ✅ Yes |
| Flat estimation | No basis for calculation | ⚠️ Flag required |
How Gap-Filling Works in Abisko
1
Identify gaps
Data Quality dashboard highlights properties with incomplete data
2
Review gap details
Click property → Meters → see specific date ranges missing
3
Select estimation method
Abisko suggests appropriate method based on gap size and data patterns
4
Apply and document
Estimated values flagged in exports so GRESB knows methodology used