Invention Grant
- Patent Title: Systems and methods for determining an appropriate model parameter order
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Application No.: US14977594Application Date: 2015-12-21
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Publication No.: US10429807B2Publication Date: 2019-10-01
- Inventor: Mohammad N. EIBsat , Michael J. Wenzel
- Applicant: Johnson Controls Technology Company
- Applicant Address: US MI Auburn Hills
- Assignee: Johnson Controls Technology Company
- Current Assignee: Johnson Controls Technology Company
- Current Assignee Address: US MI Auburn Hills
- Agency: Foley & Lardner LLP
- Main IPC: G05B15/02
- IPC: G05B15/02 ; G06F17/50 ; G06Q10/00 ; G06Q50/06 ; H04L12/28 ; G06Q10/06

Abstract:
A building analysis system includes a communications interface that receives energy consumption data for a building site including energy-consuming building equipment. A processing circuit of the building analysis system calculates first and second regression statistics indicating a fit of an energy use model to the energy consumption data under a null hypothesis that the energy use model has a first parameter order and an alternative hypothesis that the energy use model has a second parameter order different from the first parameter order. The processing circuit generates a test statistic indicating an improvement between the first regression statistic and the second regression statistic, compares the test statistic to a threshold value to determine whether the improvement warrants rejecting the null hypothesis, and determines an appropriate parameter order for the energy use model based on a result of the comparison.
Public/Granted literature
- US20160109866A1 SYSTEMS AND METHODS FOR DETERMINING AN APPROPRIATE MODEL PARAMETER ORDER Public/Granted day:2016-04-21
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