The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Nov. 03, 2020
Filed:
Feb. 29, 2016
Applicant:
Siemens Industry, Inc., Alpharetta, GA (US);
Inventor:
Osman Ahmed, Hawthorn Woods, IL (US);
Assignee:
Siemens Industry, Inc., Alpharetta, GA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G05B 13/02 (2006.01); G05B 15/02 (2006.01); G06Q 10/04 (2012.01); F24F 11/30 (2018.01); G05B 23/02 (2006.01); F24F 11/62 (2018.01); G06Q 10/10 (2012.01); G06Q 50/16 (2012.01); F24F 11/52 (2018.01); F24F 11/32 (2018.01); F24F 11/63 (2018.01);
U.S. Cl.
CPC ...
G05B 13/0265 (2013.01); F24F 11/30 (2018.01); F24F 11/62 (2018.01); G05B 13/026 (2013.01); G05B 15/02 (2013.01); G05B 23/0229 (2013.01); G06N 20/00 (2019.01); G06Q 10/04 (2013.01); G06Q 10/10 (2013.01); F24F 11/32 (2018.01); F24F 11/52 (2018.01); F24F 11/63 (2018.01); G05B 2219/25011 (2013.01); G06Q 50/163 (2013.01); Y02P 80/10 (2015.11);
Abstract
Using data from various sources, clustering or other unsupervised learning determines a relationship of the data to performance. Meta data or business data different than building automation data is used to diagnose building automation. Relationships of building automation to the meta or business data are determined with clustering or other case-based reasoning. For multiple building situations, clustering with or without the meta data identifies poor performing buildings, equipment, automation control, or enterprise function.