Systems and methods for generating an energy usage model for a building

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United States of America Patent

PATENT NO 9575475
APP PUB NO 20160154389A1
SERIAL NO

15016243

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Abstract

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A building management system (BMS) includes a baseline model generator configured to receive an initial set of predictor variables for potential use in an energy usage model for a building, generate a first set of coefficients for the baseline energy usage model based on the initial set of predictor variables, remove one of the predictor variables from the initial set of predictor variables to create a subset of the initial set of predictor variables, generate a second set of coefficients for the baseline energy usage model based on the subset of the initial set of predictor variables, calculate a test statistic for the removed variable using a difference between the first set of coefficients and the second set of coefficients, and automatically select the removed predictor variable for use in the baseline energy usage model in response the test statistic exceeding a critical value.

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Patent Owner(s)

  • JOHNSON CONTROLS TECHNOLOGY COMPANY

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Drees, Kirk H Cedarburg, US 172 7736
Kummer, James P Wales, US 26 2762
Wenzel, Michael J Oak Creek, US 198 5438

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