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How Consumption is Derived from Square Footage

Published on 10 Oct 2023

The following guide provides information on how the annual consumption is derived when a user enters the square footage of the project property in Solargraf when creating a new project.

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Linear Model of Consumption

Solargraf uses a linear function to derive consumption from the entered square footage.

y = mx + b

where
y = total annual consumption (kWh per year)
m = predetermined fixed value (kWh per sqft)
x = entered property size (sqft)
b = predetermined fixed value (kWh)

The derivation of m and b is described in the following sections.

The annual consumption is then passed to a normalised consumption model (based on the region) to derive the hourly consumption.

This normalised consumption model comes from the following sources based on the project:
  • Project located in the US, and Genability is available --> We use Genability hourly profile.
  • Project located in the US, but Genability is not available --> We use Solargraf hourly profiles for each region.
  • Projects located outside the US --> We use a generic hourly profile.
  • Projects located in Germany --> Use an hourly profile obtained from the local Germany team.

Genability offers normalised hourly profiles (referred to as 'Base Typical Profiles') for a particular zipcode. They scale consumption based on these base profiles.

The value of m and b for Residential Projects

For Residential Projects, the following formula for annual consumption is used:

Annual Consumption (kWh) = [Base consumption + (x - Min. sq ft for given slab) * Add on Consumption/sqft] * 365

Where x is the property size in sqft and base consumption, minimum sqft for given slab, and add on consumption/sqft are as follows:

SlabMinimum sqftMaximum sqftBase Consumption, kWhAdd on Consumption, kWh/sqft
15001199150.01428
212003399250.00454
334006000350.01115
4600112000450.012


For example, for a property size of 600 sqft:

Annual Consumption = [15 kWh + (600 sqft - 500 sqft) * 0.01428 kWh/sqft] * 365
Annual Consumption = [15 kWh + 1.428 kWh] * 365 = 5996.22 kWh per year

In the example above, the annual consumption model simplifies to:

y = [15 kWh + (x - 500 sqft) * 0.01428 kWh/sqft] * 365
y = (15 + 0.01428x - 7.14) * 365
y = 5.2122x + 2868.9

where m = 5.183 kWh/sqft and b = 2868.9 sqft.

Note: the values for m and b for residential properties vary based on the property size.

The value of m and b for Commercial Projects

For Commercial Projects, b = 0 kWh and the following are the values of m:
  Building Type  m, kWh/sq ft
  Large Office  13.19
  Medium Office  14.65
  Small Office  14.95
  Warehouse  8.79
  Standalone Retail  21.10
  Strip Mall  20.81
  Primary School  17.58
  Secondary School  19.64
  Supermarket  53.63
  Quick Service Restaurant  175.26
  Full Service Restaurant  140.09
  Hospital  45.43
  Outpatient Health Care  67.41
  Small Hotel  19.93
  Large Hotel  38.69
  Midrise Apartment  11.72

For example, for a hospital of 60,000 sqft, the annual consumption is calculated as follows:

Annual consumption = 60,000 sqft * 45.43 = 2,725,800 kWh per year


Note: the values of m for commercial properties vary based on building type.

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