JP7378497B2 - モデル共有システム、モデル管理装置、および空気調和装置の制御装置 - Google Patents

モデル共有システム、モデル管理装置、および空気調和装置の制御装置 Download PDF

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JP7378497B2
JP7378497B2 JP2021563571A JP2021563571A JP7378497B2 JP 7378497 B2 JP7378497 B2 JP 7378497B2 JP 2021563571 A JP2021563571 A JP 2021563571A JP 2021563571 A JP2021563571 A JP 2021563571A JP 7378497 B2 JP7378497 B2 JP 7378497B2
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Prior art keywords
model
air conditioner
operating state
heat load
learned
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Japanese (ja)
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JPWO2021117234A5 (https=
JPWO2021117234A1 (https=
Inventor
堅登 西辻
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Mitsubishi Electric Corp
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Mitsubishi Electric Corp
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    • 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
    • F24F11/62—Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
    • F24F11/63—Electronic processing
    • 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
    • F24F11/62—Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
    • 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
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00—Program-control systems
    • G05B19/02—Program-control systems electric
    • G05B19/04—Program control other than numerical control, i.e. in sequence controllers or logic controllers
    • G05B19/042—Program control other than numerical control, i.e. in sequence controllers or logic controllers using digital processors
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F2110/00—Control inputs relating to air properties
    • F24F2110/10—Temperature
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F2110/00—Control inputs relating to air properties
    • F24F2110/10—Temperature
    • F24F2110/12—Temperature of the outside air
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F2140/00—Control inputs relating to system states
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00—Program-control systems
    • G05B2219/20—Pc systems
    • G05B2219/26—Pc applications
    • G05B2219/2614—HVAC, heating, ventillation, climate control

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  • Engineering & Computer Science (AREA)
  • Signal Processing (AREA)
  • Physics & Mathematics (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Mechanical Engineering (AREA)
  • General Engineering & Computer Science (AREA)
  • Fuzzy Systems (AREA)
  • Mathematical Physics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Air Conditioning Control Device (AREA)
JP2021563571A 2019-12-13 2019-12-13 モデル共有システム、モデル管理装置、および空気調和装置の制御装置 Active JP7378497B2 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2019/048993 WO2021117234A1 (ja) 2019-12-13 2019-12-13 モデル共有システム、モデル管理装置、および空気調和装置の制御装置

Publications (3)

Publication Number Publication Date
JPWO2021117234A1 JPWO2021117234A1 (https=) 2021-06-17
JPWO2021117234A5 JPWO2021117234A5 (https=) 2022-06-03
JP7378497B2 true JP7378497B2 (ja) 2023-11-13

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JP2021563571A Active JP7378497B2 (ja) 2019-12-13 2019-12-13 モデル共有システム、モデル管理装置、および空気調和装置の制御装置

Country Status (5)

Country Link
US (1) US20220333810A1 (https=)
JP (1) JP7378497B2 (https=)
CN (1) CN114761732B (https=)
DE (1) DE112019007970T5 (https=)
WO (1) WO2021117234A1 (https=)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20210396404A1 (en) * 2020-06-22 2021-12-23 Micah Laughmiller Innovative System for Providing Hyper Efficient HVAC
JP2024031381A (ja) * 2022-08-26 2024-03-07 三菱重工サーマルシステムズ株式会社 制御装置、制御方法および空気調和機

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2016109422A (ja) 2014-12-04 2016-06-20 台達電子工業股▲ふん▼有限公司Ｄｅｌｔａ Ｅｌｅｃｔｒｏｎｉｃｓ，Ｉｎｃ． 環境快適性制御システム及びその制御方法
JP2019066135A (ja) 2017-10-04 2019-04-25 ファナック株式会社 空調制御システム

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0886490A (ja) * 1994-09-14 1996-04-02 Toshiba Corp 熱負荷予測装置
JPH08275265A (ja) * 1995-04-04 1996-10-18 Tokyo Gas Co Ltd 故障診断装置
JP4661640B2 (ja) * 2006-03-09 2011-03-30 株式会社日立製作所 空調制御システム
JP5224280B2 (ja) * 2008-08-27 2013-07-03 株式会社デンソーアイティーラボラトリ 学習データ管理装置、学習データ管理方法及び車両用空調装置ならびに機器の制御装置
CH705980B1 (fr) * 2012-01-12 2017-10-31 Neurobat Ag Système de régulation de la température dans une installation de chauffage d'un immeuble.
JP6120650B2 (ja) * 2013-04-05 2017-04-26 キヤノン株式会社 コンテンツ管理装置、コンテンツ管理方法及びプログラム
US9879874B2 (en) * 2013-04-15 2018-01-30 Mitsubishi Electric Corporation Air-conditioning system control apparatus
JP6005304B2 (ja) * 2014-05-12 2016-10-12 三菱電機株式会社 換気制御装置および換気制御方法
WO2015173842A1 (ja) * 2014-05-12 2015-11-19 三菱電機株式会社 パラメータ学習装置およびパラメータ学習方法
JP2016133294A (ja) * 2015-01-22 2016-07-25 ジョンソンコントロールズ ヒタチ エア コンディショニング テクノロジー（ホンコン）リミテッド 空調機の保守・メンテナンスシステム及びその方法
WO2017217131A1 (ja) * 2016-06-15 2017-12-21 日本電気株式会社 建物熱モデル生成装置、建物熱モデル生成方法および建物熱モデル生成プログラム
JP2018071853A (ja) * 2016-10-27 2018-05-10 インフォグリーン株式会社 学習装置、制御装置、学習方法、制御方法、学習プログラムおよび制御プログラム
KR102440118B1 (ko) * 2018-03-05 2022-09-05 삼성전자주식회사 공조 장치 및 그 제어 방법
KR102457016B1 (ko) * 2018-08-28 2022-10-19 에스케이텔레콤 주식회사 인공신경망을 이용한 공조기 최적 제어 장치 및 방법

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2016109422A (ja) 2014-12-04 2016-06-20 台達電子工業股▲ふん▼有限公司Ｄｅｌｔａ Ｅｌｅｃｔｒｏｎｉｃｓ，Ｉｎｃ． 環境快適性制御システム及びその制御方法
JP2019066135A (ja) 2017-10-04 2019-04-25 ファナック株式会社 空調制御システム

Also Published As

Publication number Publication date
DE112019007970T5 (de) 2022-09-22
US20220333810A1 (en) 2022-10-20
CN114761732A (zh) 2022-07-15
WO2021117234A1 (ja) 2021-06-17
CN114761732B (zh) 2024-03-19
JPWO2021117234A1 (https=) 2021-06-17

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