JPWO2021124457A5 - - Google Patents
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- Publication number
- JPWO2021124457A5 JPWO2021124457A5 JP2021565215A JP2021565215A JPWO2021124457A5 JP WO2021124457 A5 JPWO2021124457 A5 JP WO2021124457A5 JP 2021565215 A JP2021565215 A JP 2021565215A JP 2021565215 A JP2021565215 A JP 2021565215A JP WO2021124457 A5 JPWO2021124457 A5 JP WO2021124457A5
- Authority
- JP
- Japan
- Prior art keywords
- communication
- abnormality
- input data
- air conditioner
- learning
- Prior art date
- 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.)
- Pending
Links
- 230000005856 abnormality Effects 0.000 claims description 48
- 230000005540 biological transmission Effects 0.000 claims description 8
- 230000002547 anomalous effect Effects 0.000 claims 7
- 238000001514 detection method Methods 0.000 claims 4
- 238000004378 air conditioning Methods 0.000 claims 1
- 230000004044 response Effects 0.000 description 7
- 230000002159 abnormal effect Effects 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
Images
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/JP2019/049457 WO2021124457A1 (ja) | 2019-12-17 | 2019-12-17 | 空気調和装置の異常予兆推測装置、空気調和装置の異常予兆推測モデル学習装置、および空気調和装置 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| JPWO2021124457A1 JPWO2021124457A1 (https=) | 2021-06-24 |
| JPWO2021124457A5 true JPWO2021124457A5 (https=) | 2022-06-10 |
Family
ID=76477339
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2021565215A Pending JPWO2021124457A1 (https=) | 2019-12-17 | 2019-12-17 |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US20220342411A1 (https=) |
| JP (1) | JPWO2021124457A1 (https=) |
| CN (1) | CN114787562A (https=) |
| DE (1) | DE112019007975T5 (https=) |
| WO (1) | WO2021124457A1 (https=) |
Families Citing this family (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP7600256B2 (ja) * | 2020-03-12 | 2024-12-16 | ジョンソン・コントロールズ・タイコ・アイピー・ホールディングス・エルエルピー | 暖房、換気、又は空調（ｈｖａｃ）システム内の障害を予測するためのコントローラ及び方法 |
| JP7137087B2 (ja) * | 2020-12-01 | 2022-09-14 | ダイキン工業株式会社 | 空調機制御システム、サーバ装置及び空調機制御方法 |
| WO2023056617A1 (en) | 2021-10-09 | 2023-04-13 | Johnson Controls Tyco IP Holdings LLP | Systems and methods for controlling variable refrigerant flow systems using artificial intelligence |
| US20230280061A1 (en) * | 2022-03-01 | 2023-09-07 | Johnson Controls Tyco IP Holdings LLP | Building automation system with edge processing diversity |
| US12530040B2 (en) | 2022-03-01 | 2026-01-20 | Tyco Fire & Security Gmbh | Building automation system with edge device common data bus |
| WO2024111090A1 (ja) * | 2022-11-24 | 2024-05-30 | 三菱電機株式会社 | 空気調和機 |
| WO2024111091A1 (ja) * | 2022-11-24 | 2024-05-30 | 三菱電機株式会社 | 空気調和機 |
Family Cites Families (22)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP4396286B2 (ja) * | 2004-01-21 | 2010-01-13 | 三菱電機株式会社 | 機器診断装置および機器監視システム |
| JP4703201B2 (ja) * | 2005-01-28 | 2011-06-15 | 三菱電機株式会社 | 異常検出装置 |
| JP4151713B2 (ja) * | 2006-07-03 | 2008-09-17 | ダイキン工業株式会社 | 制御装置 |
| US8280555B2 (en) * | 2006-07-13 | 2012-10-02 | Mitsubishi Electric Corporation | Air conditioning system |
| US7444251B2 (en) * | 2006-08-01 | 2008-10-28 | Mitsubishi Electric Research Laboratories, Inc. | Detecting and diagnosing faults in HVAC equipment |
| US20120072029A1 (en) * | 2010-09-20 | 2012-03-22 | Heatvu Inc. | Intelligent system and method for detecting and diagnosing faults in heating, ventilating and air conditioning (hvac) equipment |
| US9366451B2 (en) * | 2010-12-24 | 2016-06-14 | Commonwealth Scientific And Industrial Research Organisation | System and method for the detection of faults in a multi-variable system utilizing both a model for normal operation and a model for faulty operation |
| US9429961B2 (en) * | 2014-06-25 | 2016-08-30 | The Board of Arizona Regents on Behalf of the University of Arizona | Data-driven HVAC optimization |
| US20160370023A1 (en) * | 2015-06-19 | 2016-12-22 | Trane International Inc. | Fault detection and diagnostics system utilizing service personnel feedback for improved accuracy |
| AU2018348784B2 (en) * | 2017-10-11 | 2024-01-25 | Airconnect Holdings Pty Ltd | Systems and a method for maintenance of HVAC systems |
| JP7006396B2 (ja) * | 2018-03-12 | 2022-01-24 | 株式会社リコー | 保守システム、保守サーバ、保守方法 |
| JP7078437B2 (ja) * | 2018-03-30 | 2022-05-31 | 日立グローバルライフソリューションズ株式会社 | サーバ、プログラム、及び機器システム |
| WO2019224890A1 (ja) * | 2018-05-21 | 2019-11-28 | 三菱電機株式会社 | 空気調和機システム用リモートコントローラおよび空気調和機システム |
| CA3078441C (en) * | 2018-08-20 | 2021-10-19 | Grid4C | Method and system for hvac inefficiency prediction using household electrical smart meter data |
| JP6760348B2 (ja) * | 2018-10-11 | 2020-09-23 | 株式会社富士通ゼネラル | 空気調和機、データ送信方法及び空気調和システム |
| WO2020162083A1 (ja) * | 2019-02-05 | 2020-08-13 | 株式会社ステップテクニカ | パケット通信システム、これを用いたインフラストラクチャーシステム、ビルディングオートメーションシステム、及び、ファクトリーオートメーションシステム |
| CN111692703B (zh) * | 2019-03-15 | 2023-04-25 | 开利公司 | 空气调节系统的故障检测方法 |
| CN110296504B (zh) * | 2019-06-19 | 2021-05-14 | 浙江大学 | 空调运维智能网关及维护检测方法 |
| KR102654833B1 (ko) * | 2019-08-14 | 2024-04-05 | 삼성전자주식회사 | 공기 조화기 및 그 제어 방법 |
| US11281201B2 (en) * | 2019-09-26 | 2022-03-22 | Haier Us Appliance Solutions, Inc. | Air conditioner and methods of operation having a learning event |
| WO2021095142A1 (ja) * | 2019-11-12 | 2021-05-20 | 三菱電機株式会社 | 故障予測装置、学習装置、および学習方法 |
| WO2024014584A1 (ko) * | 2022-07-15 | 2024-01-18 | 엘지전자 주식회사 | 인공 지능 장치 및 그의 대상기기 매뉴얼 제공 방법 |
-
2019
- 2019-12-17 WO PCT/JP2019/049457 patent/WO2021124457A1/ja not_active Ceased
- 2019-12-17 JP JP2021565215A patent/JPWO2021124457A1/ja active Pending
- 2019-12-17 DE DE112019007975.1T patent/DE112019007975T5/de not_active Withdrawn
- 2019-12-17 US US17/763,885 patent/US20220342411A1/en not_active Abandoned
- 2019-12-17 CN CN201980102867.9A patent/CN114787562A/zh active Pending
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