KR102634553B1 - 강화학습을 이용한 건물의 에너지를 관리하는 장치 및 방법 - Google Patents

강화학습을 이용한 건물의 에너지를 관리하는 장치 및 방법 Download PDF

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KR102634553B1
KR102634553B1 KR1020210182510A KR20210182510A KR102634553B1 KR 102634553 B1 KR102634553 B1 KR 102634553B1 KR 1020210182510 A KR1020210182510 A KR 1020210182510A KR 20210182510 A KR20210182510 A KR 20210182510A KR 102634553 B1 KR102634553 B1 KR 102634553B1
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building
state data
data
building management
energy
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KR1020210182510A
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English (en)
Korean (ko)
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KR20230093678A (ko
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이혜영
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주식회사 스피랩
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Priority to KR1020210182510A priority Critical patent/KR102634553B1/ko
Priority to PCT/KR2022/017342 priority patent/WO2023120967A1/fr
Publication of KR20230093678A publication Critical patent/KR20230093678A/ko
Application granted granted Critical
Publication of KR102634553B1 publication Critical patent/KR102634553B1/ko

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/06—Energy or water supply
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00—Control or safety arrangements
    • F24F11/30—Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring
    • F24F11/46—Improving electric energy efficiency or saving
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00—Control or safety arrangements
    • F24F11/70—Control systems characterised by their outputs; Constructional details thereof
    • F24F11/80—Control systems characterised by their outputs; Constructional details thereof for controlling the temperature of the supplied air
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/23—Updating
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G—PHYSICS
    • G08—SIGNALLING
    • G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/18—Status alarms

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  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Economics (AREA)
  • General Engineering & Computer Science (AREA)
  • Human Resources & Organizations (AREA)
  • Strategic Management (AREA)
  • Tourism & Hospitality (AREA)
  • Health & Medical Sciences (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • Mechanical Engineering (AREA)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Software Systems (AREA)
  • Primary Health Care (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Public Health (AREA)
  • Medical Informatics (AREA)
  • Water Supply & Treatment (AREA)
  • Databases & Information Systems (AREA)
  • Mathematical Physics (AREA)
  • Development Economics (AREA)
  • Game Theory and Decision Science (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Emergency Management (AREA)
  • Air Conditioning Control Device (AREA)
KR1020210182510A 2021-12-20 2021-12-20 강화학습을 이용한 건물의 에너지를 관리하는 장치 및 방법 KR102634553B1 (ko)

Priority Applications (2)

Application Number Priority Date Filing Date Title
KR1020210182510A KR102634553B1 (ko) 2021-12-20 2021-12-20 강화학습을 이용한 건물의 에너지를 관리하는 장치 및 방법
PCT/KR2022/017342 WO2023120967A1 (fr) 2021-12-20 2022-11-07 Appareil et procédé de gestion de l'énergie d'un bâtiment à l'aide de l'apprentissage par renforcement

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
KR1020210182510A KR102634553B1 (ko) 2021-12-20 2021-12-20 강화학습을 이용한 건물의 에너지를 관리하는 장치 및 방법

Publications (2)

Publication Number Publication Date
KR20230093678A KR20230093678A (ko) 2023-06-27
KR102634553B1 true KR102634553B1 (ko) 2024-02-08

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ID=86902912

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020210182510A KR102634553B1 (ko) 2021-12-20 2021-12-20 강화학습을 이용한 건물의 에너지를 관리하는 장치 및 방법

Country Status (2)

Country Link
KR (1) KR102634553B1 (fr)
WO (1) WO2023120967A1 (fr)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117146382B (zh) * 2023-10-31 2024-01-19 西华大学 一种智能化调适系统优化方法

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR101653763B1 (ko) * 2014-09-24 2016-09-02 현대건설 주식회사 건물 에너지 모델을 이용한 에너지 설비의 이상 검출 방법
KR102212663B1 (ko) * 2018-05-22 2021-02-05 주식회사 석영시스템즈 목표 온도를 기반으로 하는 빌딩의 열·공조 시스템에 대한 공급 전력 제어 방법 및 장치
KR102665327B1 (ko) * 2019-10-18 2024-05-17 주식회사 케이티 건물 내의 환경을 제어하는 서버, 방법 및 컴퓨터 프로그램
KR102323033B1 (ko) * 2019-11-19 2021-11-10 한국에너지기술연구원 기계 학습 기반 에너지 자동 제어 장치 및 그 방법
KR20210133066A (ko) * 2020-04-28 2021-11-05 한국전력공사 건물 내 에너지 최적 제어 장치 및 방법

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KR20230093678A (ko) 2023-06-27
WO2023120967A1 (fr) 2023-06-29

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