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.

Date of Patent:
Oct. 27, 2026

Filed:

Jun. 12, 2023
Applicant:

President and Fellows of Harvard College, Cambridge, MA (US);

Inventor:

Ali Malkawi, Cambridge, MA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
F24F 11/63 (2018.01); F24F 11/46 (2018.01); F24F 11/58 (2018.01); F24F 11/74 (2018.01); H04L 9/40 (2022.01); H04L 12/46 (2006.01); H04L 67/125 (2022.01);
U.S. Cl.
CPC ...
F24F 11/63 (2018.01); F24F 11/46 (2018.01); F24F 11/58 (2018.01); F24F 11/74 (2018.01); H04L 12/4641 (2013.01); H04L 63/0272 (2013.01); H04L 67/125 (2013.01);
Abstract

There is provided a system for environmental control in a building. The system includes a plurality of sensors including operational sensors and data gathering sensors, and a plurality of actuators. The system also includes a rule-based server and a data-driven server coupled to the plurality of sensors and the plurality of actuators. The rule-based server receives operation signals from the operational sensors, and control operation of the plurality of actuators according to one or more rules based on the operation signals. The data-driven server receives or monitors data signals from the data-gathering sensors and the operation signals from the operational sensors, trains and/or applies data-driven models to the data signals and the operation signals to predict performance changes in the building due to a command. In accordance with a determination that the performance changes meet a predetermined criteria, the data-driven server controls operations of the plurality of actuators according to the command.


Find Patent Forward Citations

Malkawi, Ali. (2026). Building as an instrumentation for data-driven building operation (U.S. Patent No. 12774825). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12774825

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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