Title:
SYSTEM AND METHOD FOR OPTIMIZING ENERGY USE OF A STRUCTURE USING A CLUSTERING-BASED RULE-MINING APPROACH
Document Type and Number:
WIPO Patent Application WO/2019/143889
Kind Code:
A8
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.
More Like This:
| JP2023115779 | CONTROL SYSTEM, CONTROLLER AND CONTROL PROGRAM |
| JP6710338 | Air conditioner |
| JP2020165574 | AIR CONDITIONER |
Inventors:
MIREBRAHIM SEYED (US)
SHOKOOHI-YEKATA MOHAMMAD (US)
KURUP UNMESH (US)
WELFONDER TORSTEN (DE)
SHAH MOHAK (US)
SHOKOOHI-YEKATA MOHAMMAD (US)
KURUP UNMESH (US)
WELFONDER TORSTEN (DE)
SHAH MOHAK (US)
Application Number:
PCT/US2019/014126
Publication Date:
January 14, 2021
Filing Date:
January 18, 2019
Export Citation:
Assignee:
BOSCH GMBH ROBERT (DE)
MIREBRAHIM SEYED (US)
SHOKOOHI YEKATA MOHAMMAD (US)
KURUP UNMESH (US)
WELFONDER TORSTEN (DE)
SHAH MOHAK (US)
MIREBRAHIM SEYED (US)
SHOKOOHI YEKATA MOHAMMAD (US)
KURUP UNMESH (US)
WELFONDER TORSTEN (DE)
SHAH MOHAK (US)
International Classes:
F24F11/64; G06N5/02; F24F110/00
Attorney, Agent or Firm:
MAGINOT, Paul, J. (US)
Download PDF: