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:
Dec. 06, 2022
Filed:
Jan. 18, 2019
Robert Bosch Gmbh, Stuttgart, DE;
Seyed Hamid Mirebrahim, Dublin, CA (US);
Mohammad Shokooi-yekta, Cupertino, CA (US);
Unmesh Kurup, Sunnyvale, CA (US);
Torsten Welfonder, Leonberg, DE;
Mohak Shah, Dublin, CA (US);
Seyed Hamid Mirebrahim, Dublin, CA (US);
Mohammad Shokooi-Yekta, Cupertino, CA (US);
Unmesh Kurup, Sunnyvale, CA (US);
Torsten Welfonder, Leonberg, DE;
Mohak Shah, Dublin, CA (US);
Robert Bosch GmbH, Stuttgart, DE;
Abstract
A method of operating a heating ventilation and air conditioning (HVAC) system of a structure, includes collecting first sensor data corresponding to a parameter of the HVAC system, collecting second sensor data that is different than the first sensor data, and generating clustered data by clustering the first sensor data and the second sensor data into a plurality of data clusters with a controller. The method also includes forming a transactional dataset based on at least the first sensor data, the second sensor data, and the clustered data with the controller, performing association rule mining (ARM) on the transactional dataset to generate a plurality of rules for each data cluster of the plurality of data clusters with the controller, and changing an operating characteristic of the HVAC system based on the plurality of rules with the controller to optimize the parameter.