JPWO2021260764A5 - - Google Patents
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- JPWO2021260764A5 JPWO2021260764A5 JP2022531257A JP2022531257A JPWO2021260764A5 JP WO2021260764 A5 JPWO2021260764 A5 JP WO2021260764A5 JP 2022531257 A JP2022531257 A JP 2022531257A JP 2022531257 A JP2022531257 A JP 2022531257A JP WO2021260764 A5 JPWO2021260764 A5 JP WO2021260764A5
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- JP
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- Prior art keywords
- failure
- sign
- data
- air
- motor
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- 238000005259 measurement Methods 0.000 claims description 8
- 238000001514 detection method Methods 0.000 claims description 7
- 238000004378 air conditioning Methods 0.000 claims 1
- 238000007689 inspection Methods 0.000 claims 1
- 230000003111 delayed effect Effects 0.000 description 1
- 230000007613 environmental effect Effects 0.000 description 1
Description
本開示に係る空気調和機は、モータを有し、前記モータの駆動により空調対象空間に空気を送る送風機と、前記モータの音および振動を計測データとして検知する状態検知センサと、前記状態検知センサで検知された前記計測データに基づき、前記モータの故障予兆の有無を判断する制御装置とを備え、前記制御装置は、前記状態検知センサで検知された前記計測データから、周囲の環境の音および振動に関する情報を含む不要成分を除去した状態データを生成するノイズ除去部と、前記状態データと、正常動作しているときの状態データである初期データとを比較し、比較結果に基づき、前記モータの故障予兆の有無を判断する比較判断部と、前記初期データおよび前記状態データの大きさに対して予め設定された閾値を記憶する記憶部とを有し、前記比較判断部は、音および振動の両方において、前記状態データの大きさと前記初期データとの差分が前記閾値以下である場合に、故障予兆なしと判断し、音および振動の両方において、前記差分が前記閾値を超える場合に、故障予兆ありと判断し、音および振動のいずれかにおいて、前記差分が前記閾値を超える場合に、故障予兆の猶予であると判断するものである。 An air conditioner according to the present disclosure includes a blower that includes a motor and drives the motor to send air to an air-conditioned space, a state detection sensor that detects the sound and vibration of the motor as measurement data, and the state detection sensor. a control device that determines whether there is a sign of failure of the motor based on the measurement data detected by the state detection sensor, and the control device detects ambient environmental sounds and A noise removal unit that generates state data from which unnecessary components including information related to vibration are removed, and the state data are compared with initial data that is state data during normal operation, and based on the comparison result, the motor and a storage unit for storing preset threshold values for the magnitudes of the initial data and the state data , wherein the comparison and determination unit includes sound and vibration In both cases, if the difference between the magnitude of the state data and the initial data is equal to or less than the threshold value, it is determined that there is no failure sign, and in both sound and vibration, if the difference exceeds the threshold value, failure It is determined that there is an omen, and if the difference exceeds the threshold for either sound or vibration, it is determined that the failure omen is delayed .
Claims (4)
前記モータの音および振動を計測データとして検知する状態検知センサと、
前記状態検知センサで検知された前記計測データに基づき、前記モータの故障予兆の有無を判断する制御装置と
を備え、
前記制御装置は、
前記状態検知センサで検知された前記計測データから、周囲の環境の音および振動に関する情報を含む不要成分を除去した状態データを生成するノイズ除去部と、
前記状態データと、正常動作しているときの状態データである初期データとを比較し、比較結果に基づき、前記モータの故障予兆の有無を判断する比較判断部と、
前記初期データおよび前記状態データの大きさに対して予め設定された閾値を記憶する記憶部と
を有し、
前記比較判断部は、
音および振動の両方において、前記状態データの大きさと前記初期データとの差分が前記閾値以下である場合に、故障予兆なしと判断し、
音および振動の両方において、前記差分が前記閾値を超える場合に、故障予兆ありと判断し、
音および振動のいずれかにおいて、前記差分が前記閾値を超える場合に、故障予兆の猶予であると判断する
空気調和機。 a blower that has a motor and sends air to an air-conditioned space by being driven by the motor;
a state detection sensor that detects the sound and vibration of the motor as measurement data;
a control device that determines whether there is a sign of failure of the motor based on the measurement data detected by the state detection sensor;
The control device is
a noise removal unit that generates state data by removing unnecessary components including information about sounds and vibrations in the surrounding environment from the measurement data detected by the state detection sensor;
a comparing/determining unit that compares the state data with initial data that is state data when the motor is operating normally, and determines whether or not there is a sign of failure of the motor based on the comparison result;
a storage unit that stores preset threshold values for the sizes of the initial data and the state data ;
The comparison determination unit
In both sound and vibration, when the difference between the magnitude of the state data and the initial data is equal to or less than the threshold, it is determined that there is no sign of failure;
In both sound and vibration, when the difference exceeds the threshold, it is determined that there is a sign of failure,
In either sound or vibration, if the difference exceeds the threshold, it is determined that there is a grace period for the sign of failure.
Air conditioner.
前記制御装置は、
前記比較判断部によって故障予兆ありと判断された場合に、故障の予兆があることを前記報知手段を用いて報知し、
前記比較判断部によって故障予兆の猶予であると判断された場合に、故障の予兆が発生する可能性があることを、点検の際に前記報知手段を用いて報知する
請求項1に記載の空気調和機。 Further comprising a notification means for notifying the judgment result by the comparison judgment unit,
The control device is
When the comparison and determination unit determines that there is a sign of failure, notifying that there is a sign of failure using the notification means,
2. The air system according to claim 1 , wherein when the comparing and judging section determines that there is a grace period for a sign of failure, the notifying means is used to notify that a sign of failure may occur at the time of inspection. harmony machine.
周囲の環境から発生する音および振動の情報を含むノイズデータをさらに記憶し、
前記ノイズ除去部は、
前記状態検知センサで検知された前記計測データに対して、前記計測データの周波数成分を抽出する周波数分析を行うとともに、前記ノイズデータを用いて前記周波数分析が行われた前記計測データから不要成分を除去する
請求項1または2に記載の空気調和機。 The storage unit
further storing noise data containing sound and vibration information originating from the surrounding environment;
The noise removal unit
Frequency analysis for extracting frequency components of the measurement data is performed on the measurement data detected by the state detection sensor, and unnecessary components are removed from the measurement data subjected to the frequency analysis using the noise data. The air conditioner according to claim 1 or 2 , wherein the air conditioner is removed.
複数の前記空気調和機を管理する集中管理装置と
を備え、
前記集中管理装置は、
複数の前記空気調和機の状態データに基づき、前記モータの故障予兆の有無を判断する
空気調和システム。 a plurality of the air conditioners according to any one of claims 1 to 3 ;
A centralized control device that manages the plurality of air conditioners,
The centralized control device
An air conditioning system that determines whether or not there is a sign of failure of the motor based on state data of a plurality of air conditioners.
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
PCT/JP2020/024362 WO2021260764A1 (en) | 2020-06-22 | 2020-06-22 | Air conditioner and air conditioning system |
Publications (2)
Publication Number | Publication Date |
---|---|
JPWO2021260764A1 JPWO2021260764A1 (en) | 2021-12-30 |
JPWO2021260764A5 true JPWO2021260764A5 (en) | 2022-10-11 |
Family
ID=79282690
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2022531257A Pending JPWO2021260764A1 (en) | 2020-06-22 | 2020-06-22 |
Country Status (2)
Country | Link |
---|---|
JP (1) | JPWO2021260764A1 (en) |
WO (1) | WO2021260764A1 (en) |
Families Citing this family (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN114413055B (en) * | 2022-01-20 | 2024-04-16 | 济南轨道交通集团有限公司 | Operation and maintenance device and method for interlocking air valve of subway tunnel fan |
CN114857762A (en) * | 2022-03-01 | 2022-08-05 | 青岛海尔空调器有限总公司 | Method and device for controlling air conditioner and air conditioner |
CN115095953B (en) * | 2022-06-16 | 2024-04-09 | 青岛海信日立空调系统有限公司 | Training method and device for fault diagnosis model |
Family Cites Families (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2600538B2 (en) * | 1991-10-08 | 1997-04-16 | ダイキン工業株式会社 | Noise diagnosis device for air conditioner |
JP4394893B2 (en) * | 2002-08-09 | 2010-01-06 | ダイキン工業株式会社 | Fault diagnosis system |
JP3974492B2 (en) * | 2002-10-03 | 2007-09-12 | 東芝プラントシステム株式会社 | Abnormal sound detection device |
JP7047305B2 (en) * | 2017-09-26 | 2022-04-05 | 株式会社富士通ゼネラル | Air conditioner |
JP7056164B2 (en) * | 2018-01-18 | 2022-04-19 | マツダ株式会社 | Driver status judgment device |
WO2019186663A1 (en) * | 2018-03-26 | 2019-10-03 | 三菱電機株式会社 | Diagnostic device and threshold creation method |
-
2020
- 2020-06-22 JP JP2022531257A patent/JPWO2021260764A1/ja active Pending
- 2020-06-22 WO PCT/JP2020/024362 patent/WO2021260764A1/en active Application Filing
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