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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.:

US 12688437 B1

PDFFull Text
Date of Patent:
Jul. 21, 2026

Filed:

Nov. 15, 2019

Building system with performance identification through equipment exercising and entity relationships

Applicant:

Johnson Controls Technology Company, Auburn Hills, WI (US);

Inventors:

Kirk H. Drees, Cedarburg, WI (US);

Donald R. Albinger, New Berlin, WI (US);

Shawn D. Schubert, Oak Creek, WI (US);

Karl F. Reichenberger, Mequon, WI (US);

Daniel M. Curtis, Franklin, WI (US);

Andrew J. Boettcher, Wauwatosa, WI (US);

Jason T. Sawyer, Glendale, WI (US);

Miguel Galvez, Milwaukee, WI (US);

Walter Martin, Ballymena, GB;

Ryan A. Piaskowski, Milwaukee, WI (US);

Vaidhyanathan Venkiteswaran, Brookfield, WI (US);

Clay G. Nesler, Milwaukee, WI (US);

Siddharth Goyal, Milwaukee, WI (US);

Thomas M. Seneczko, Milwaukee, WI (US);

Young M. Lee, Old Westbury, NY (US);

Sudhi R Sinha, Milwaukee, WI (US);

Assignee:

Tyco Fire & Security GmbH, Neuhausen am Rheinfall, CH;

Attorney:

Foley & Lardner LLP

Primary Examiner:

Van C Mang

Int. Cl.
CPC ...
G06N 5/02 (2023.01); G06N 3/04 (2023.01); G06N 3/0442 (2023.01); G06N 5/022 (2023.01); G06N 5/04 (2023.01); G06N 20/10 (2019.01); G16Y 10/80 (2020.01); H04L 12/28 (2006.01); H04L 41/0631 (2022.01); H04L 43/08 (2022.01); H04L 67/12 (2022.01); H04L 67/125 (2022.01);
U.S. Cl.
CPC ...
G06N 5/022 (2013.01); G06N 3/0442 (2023.01); G06N 5/04 (2013.01); G06N 20/10 (2019.01); G16Y 10/80 (2020.01); H04L 12/2803 (2013.01); H04L 12/2821 (2013.01); H04L 12/2827 (2013.01); H04L 41/0645 (2013.01); H04L 43/08 (2013.01); H04L 67/12 (2013.01); H04L 67/125 (2013.01);
Abstract

A building system of a building including one or more memory devices configured to store one or more instructions that, when executed on one or more processors, cause the one or more processors to exercise a building entity causing building entity data to be generated associated with the building entity, the building entity data indicating a result of exercising the building entity and collect the building entity data. The instructions cause the one or more processors to identify, based on a relational model, one or more relationships between one or more building entities and the building entity, wherein the one or more relationships indicate that exercising the building entity affects operation of the one or more building entities and identify that the building is experiencing a performance issue by analyzing the building entity data and the one or more relationships.

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