JPWO2021229768A1 - - Google Patents

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Publication number
JPWO2021229768A1
JPWO2021229768A1 JP2022522449A JP2022522449A JPWO2021229768A1 JP WO2021229768 A1 JPWO2021229768 A1 JP WO2021229768A1 JP 2022522449 A JP2022522449 A JP 2022522449A JP 2022522449 A JP2022522449 A JP 2022522449A JP WO2021229768 A1 JPWO2021229768 A1 JP WO2021229768A1
Authority
JP
Japan
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
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Application number
JP2022522449A
Other versions
JP7309060B2 (ja
JPWO2021229768A5 (ja
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Publication of JPWO2021229768A1 publication Critical patent/JPWO2021229768A1/ja
Publication of JPWO2021229768A5 publication Critical patent/JPWO2021229768A5/ja
Application granted granted Critical
Publication of JP7309060B2 publication Critical patent/JP7309060B2/ja
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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • 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
    • F24F11/32—Responding to malfunctions or emergencies
    • F24F11/39—Monitoring filter performance
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • General Physics & Mathematics (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Mechanical Engineering (AREA)
  • Air Conditioning Control Device (AREA)
JP2022522449A 2020-05-14 2020-05-14 空調機器のメンテナンスの学習装置および推論装置 Active JP7309060B2 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2020/019339 WO2021229768A1 (ja) 2020-05-14 2020-05-14 空調機器のメンテナンスの学習装置および推論装置

Publications (3)

Publication Number Publication Date
JPWO2021229768A1 true JPWO2021229768A1 (ja) 2021-11-18
JPWO2021229768A5 JPWO2021229768A5 (ja) 2022-10-24
JP7309060B2 JP7309060B2 (ja) 2023-07-14

Family

ID=78525548

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2022522449A Active JP7309060B2 (ja) 2020-05-14 2020-05-14 空調機器のメンテナンスの学習装置および推論装置

Country Status (4)

Country Link
US (1) US20230080073A1 (ja)
JP (1) JP7309060B2 (ja)
CN (1) CN115461579A (ja)
WO (1) WO2021229768A1 (ja)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2023223557A1 (ja) * 2022-05-20 2023-11-23 三菱電機株式会社 空調システムの異常を検知するシステムおよび方法

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2001221480A (ja) * 2000-02-08 2001-08-17 Mitsubishi Heavy Ind Ltd 空気調和機およびその制御方法
JP2003322380A (ja) * 2002-04-25 2003-11-14 Mitsubishi Electric Corp 空気調和装置
WO2005110580A2 (en) * 2004-05-06 2005-11-24 Carrier Corporation Technique for detecting and predicting air filter condition
WO2016175923A1 (en) * 2015-04-28 2016-11-03 Qualcomm Incorporated Filter specificity as training criterion for neural networks

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2001221480A (ja) * 2000-02-08 2001-08-17 Mitsubishi Heavy Ind Ltd 空気調和機およびその制御方法
JP2003322380A (ja) * 2002-04-25 2003-11-14 Mitsubishi Electric Corp 空気調和装置
WO2005110580A2 (en) * 2004-05-06 2005-11-24 Carrier Corporation Technique for detecting and predicting air filter condition
WO2016175923A1 (en) * 2015-04-28 2016-11-03 Qualcomm Incorporated Filter specificity as training criterion for neural networks

Also Published As

Publication number Publication date
CN115461579A (zh) 2022-12-09
WO2021229768A1 (ja) 2021-11-18
JP7309060B2 (ja) 2023-07-14
US20230080073A1 (en) 2023-03-16

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