JP2021189964A - 異常診断装置及び異常診断方法 - Google Patents
異常診断装置及び異常診断方法 Download PDFInfo
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- JP2021189964A JP2021189964A JP2020097149A JP2020097149A JP2021189964A JP 2021189964 A JP2021189964 A JP 2021189964A JP 2020097149 A JP2020097149 A JP 2020097149A JP 2020097149 A JP2020097149 A JP 2020097149A JP 2021189964 A JP2021189964 A JP 2021189964A
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- 238000002405 diagnostic procedure Methods 0.000 title description 2
- 238000013500 data storage Methods 0.000 claims abstract description 83
- 230000002159 abnormal effect Effects 0.000 claims abstract description 32
- 230000005856 abnormality Effects 0.000 claims description 152
- 238000003745 diagnosis Methods 0.000 claims description 89
- 238000000034 method Methods 0.000 claims description 42
- 238000012549 training Methods 0.000 claims description 18
- 238000012545 processing Methods 0.000 claims description 11
- 238000004364 calculation method Methods 0.000 description 15
- 238000011156 evaluation Methods 0.000 description 15
- 230000008569 process Effects 0.000 description 13
- 230000008859 change Effects 0.000 description 9
- 238000000605 extraction Methods 0.000 description 8
- 238000004891 communication Methods 0.000 description 7
- 238000010586 diagram Methods 0.000 description 6
- 239000000284 extract Substances 0.000 description 6
- 238000012423 maintenance Methods 0.000 description 6
- 238000001514 detection method Methods 0.000 description 5
- 230000006866 deterioration Effects 0.000 description 5
- 230000006870 function Effects 0.000 description 4
- 238000013480 data collection Methods 0.000 description 3
- 238000007726 management method Methods 0.000 description 3
- 230000006872 improvement Effects 0.000 description 2
- 239000003507 refrigerant Substances 0.000 description 2
- 238000004378 air conditioning Methods 0.000 description 1
- 238000007621 cluster analysis Methods 0.000 description 1
- 238000001816 cooling Methods 0.000 description 1
- 238000009795 derivation Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000007613 environmental effect Effects 0.000 description 1
- 238000010801 machine learning Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 239000007787 solid Substances 0.000 description 1
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 1
Images
Classifications
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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
- F24F11/30—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
- F24F11/38—Failure diagnosis
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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
- F24F11/50—Control or safety arrangements characterised by user interfaces or communication
- F24F11/52—Indication arrangements, e.g. displays
-
- 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
- F24F11/50—Control or safety arrangements characterised by user interfaces or communication
- F24F11/54—Control or safety arrangements characterised by user interfaces or communication using one central controller connected to several sub-controllers
-
- 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
- F24F11/50—Control or safety arrangements characterised by user interfaces or communication
- F24F11/61—Control or safety arrangements characterised by user interfaces or communication using timers
-
- 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
- F24F11/64—Electronic processing using pre-stored data
-
- 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
Landscapes
- Engineering & Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Mechanical Engineering (AREA)
- Human Computer Interaction (AREA)
- Signal Processing (AREA)
- Biomedical Technology (AREA)
- Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- Fuzzy Systems (AREA)
- Mathematical Physics (AREA)
- Testing And Monitoring For Control Systems (AREA)
Priority Applications (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2020097149A JP2021189964A (ja) | 2020-06-03 | 2020-06-03 | 異常診断装置及び異常診断方法 |
CN202110436756.0A CN113757915B (zh) | 2020-06-03 | 2021-04-22 | 异常诊断装置和异常诊断方法 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2020097149A JP2021189964A (ja) | 2020-06-03 | 2020-06-03 | 異常診断装置及び異常診断方法 |
Publications (1)
Publication Number | Publication Date |
---|---|
JP2021189964A true JP2021189964A (ja) | 2021-12-13 |
Family
ID=78786900
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2020097149A Pending JP2021189964A (ja) | 2020-06-03 | 2020-06-03 | 異常診断装置及び異常診断方法 |
Country Status (2)
Country | Link |
---|---|
JP (1) | JP2021189964A (zh) |
CN (1) | CN113757915B (zh) |
Family Cites Families (12)
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 |
US20070088550A1 (en) * | 2005-10-13 | 2007-04-19 | Dimitar Filev | Method for predictive maintenance of a machine |
JP4337923B2 (ja) * | 2007-09-27 | 2009-09-30 | ダイキン工業株式会社 | 機器監視装置および遠隔監視システム |
JP5301310B2 (ja) * | 2009-02-17 | 2013-09-25 | 株式会社日立製作所 | 異常検知方法及び異常検知システム |
WO2011125130A1 (ja) * | 2010-04-08 | 2011-10-13 | 株式会社日立製作所 | プラントの診断装置、診断方法、及び診断プログラム |
JP2013025367A (ja) * | 2011-07-15 | 2013-02-04 | Wakayama Univ | 設備状態監視方法およびその装置 |
JP6772454B2 (ja) * | 2015-12-04 | 2020-10-21 | 株式会社Ihi | 異常診断装置、異常診断方法、及び、異常診断プログラム |
EP3348924B1 (en) * | 2016-11-18 | 2019-08-28 | Mitsubishi Electric Corporation | Air conditioner and air-conditioning system |
WO2018159169A1 (ja) * | 2017-03-03 | 2018-09-07 | パナソニックIpマネジメント株式会社 | 劣化診断システム追加学習方法 |
JP6362808B1 (ja) * | 2017-07-31 | 2018-07-25 | 三菱電機株式会社 | 情報処理装置および情報処理方法 |
JP6909670B2 (ja) * | 2017-08-03 | 2021-07-28 | 日立グローバルライフソリューションズ株式会社 | 異常検知方法および異常検知システム |
JP7032261B2 (ja) * | 2018-07-24 | 2022-03-08 | 日立グローバルライフソリューションズ株式会社 | 異常検知システムおよび異常検知方法 |
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2020
- 2020-06-03 JP JP2020097149A patent/JP2021189964A/ja active Pending
-
2021
- 2021-04-22 CN CN202110436756.0A patent/CN113757915B/zh active Active
Also Published As
Publication number | Publication date |
---|---|
CN113757915A (zh) | 2021-12-07 |
CN113757915B (zh) | 2022-12-06 |
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