Login| Sign Up| Help| Contact|

Patent Searching and Data


Title:
METHOD AND DEVICE FOR OPTIMALLY CONTROLLING REFRIGERATOR THROUGH BUILDING ENERGY MANAGEMENT SYSTEM
Document Type and Number:
WIPO Patent Application WO/2018/016776
Kind Code:
A1
Abstract:
The present invention relates to a method and a device for optimally controlling a refrigerator through a building energy management system (BEMS). According to the present invention, the method and the device for optimally controlling the refrigerator through the BEMS comprise the steps of: collecting BEMS data necessary for performance control of the refrigerator; selecting sets of input variables for operating the refrigerator with optimal efficiency by using a machine learning model and an optimization algorithm constructed so as to predict the power consumption of the refrigerator by using the BEMS data as the input variables; inputting each of the sets of the input variables into the machine learning model and predicting the power consumption, of the refrigerator, for each of the sets of the input variables; and comparing the predicted power consumption with the current power consumption of the refrigerator and setting a control value of the refrigerator.

Inventors:
SEO, Won Jun (Sungkyunkwan University, Natural Science Campus 21402AHo2066, Seobu-ro, Jangan-g, Suwon-si Gyeonggi-do, 16419, KR)
SHIN, Han Sol (Sungkyunkwan University, Natural Science Campus 21402AHo2066, Seobu-ro, Jangan-g, Suwon-si Gyeonggi-do, 16419, KR)
CHOO, Han Kyoung (Sungkyunkwan University, Natural Science Campus 21402AHo2066, Seobu-ro, Jangan-g, Suwon-si Gyeonggi-do, 16419, KR)
PARK, Cheolsoo (Sungkyunkwan University, Natural Science Campus 21402AHo2066, Seobu-ro, Jangan-g, Suwon-si Gyeonggi-do, 16419, KR)
Application Number:
KR2017/007133
Publication Date:
January 25, 2018
Filing Date:
July 05, 2017
Export Citation:
Click for automatic bibliography generation   Help
Assignee:
RESEARCH BUSINESS FOUNDATION SUNGKYUNKWAN UNIVERSITY (Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu,Suwon-si, Gyeonggi-do, 16419, KR)
International Classes:
F24F11/00; G05B13/04
Foreign References:
KR20110137464A2011-12-23
KR101168153B12012-08-07
KR20160042673A2016-04-20
KR20130122193A2013-11-07
KR20150041526A2015-04-16
Attorney, Agent or Firm:
CHO, Young Hyun (5F Eunhasoo Building, 168 Nonhyeon-ro,Gangnam-gu, Seoul, 06296, KR)
Download PDF: