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Status Future consideration
Workspace IBM Envizi - ESG Suite
Categories Utility Bill Analytics
Created by Guest
Created on Sep 1, 2023

RELATED IDEAS

Meter Regression Model KPIs - Use Data

Use KPI data at a daily or monthly frequency in regression models (Variables other than weather required)

If not able to use other variables, the data will be required to deliver an off-system M&V that will become labour intensive.

The technology will characterize and predict the typical or expected energy usage based on key drivers such as weather (degree days/outside air temperature), occupancy, time of day/week, and other variables. The baseline will be used for energy savings calculations, near-future load predictions, energy use comparisons, and energy anomaly detection.

Idea priority Low
Needed By Quarter
  • Post comment
  • Admin
    Yas Karunatilake
    Reply
    |     Nov 30, 2023

    We understand the value in allowing a KPI account to be used as an independent variable in a meter regression model and believe this should be possible to achieve. We have marked this idea for Future Consideration and will review when this can be added to the roadmap based on development capacity.

1 MERGED

Meter Regression Model KPIs - Capture Data

Merged
Capture KPI data on a daily basis for use in regression models. Accuracy for M&V analysis. Requires alternative KPI's to review correlations of relevant data The technology will characterize and predict the typical or expected energy usage bas...
over 1 year ago in IBM Envizi - ESG Suite / Interval Meter Analytics 1 Future consideration

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