Figure 2: Calibration of commercial building energy models to electricity use typically resulted in similar ranges from different calibration algorithms that were within ASHRAE Guideline 14 (dashed line) for Coefficient of Variation of the Root Mean Squared Error, but uncalibrated parameters (e.g. natural gas use) varied dramatically by calibration algorithm.