JP3133423B2 - Abnormal detection device for rotating parts - Google Patents
Abnormal detection device for rotating partsInfo
- Publication number
- JP3133423B2 JP3133423B2 JP03264730A JP26473091A JP3133423B2 JP 3133423 B2 JP3133423 B2 JP 3133423B2 JP 03264730 A JP03264730 A JP 03264730A JP 26473091 A JP26473091 A JP 26473091A JP 3133423 B2 JP3133423 B2 JP 3133423B2
- Authority
- JP
- Japan
- Prior art keywords
- signal
- friction
- abnormality
- sensor
- inverted
- 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.)
- Expired - Fee Related
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- Investigating Or Analyzing Materials By The Use Of Ultrasonic Waves (AREA)
- Measurement Of Mechanical Vibrations Or Ultrasonic Waves (AREA)
- Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
Description
【0001】[0001]
【産業上の利用分野】本発明は、アコースティックエミ
ッション(AE)を利用した回転部品の異常検出装置に関
する。BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to an apparatus for detecting an abnormality of a rotating part using acoustic emission (AE).
【0002】[0002]
【従来の技術】従来、AEを利用した回転部品の異常検
出装置としては、軸受等の回転部品からのAEをAEセ
ンサにより検出し、このAEセンサからのAE信号と一
定の基準値とを比較器で比較することによって、AE信
号が上記基準値を超えたときに異常を表わす表示をして
回転部品の異常を検出するようにしたものがある。2. Description of the Related Art Conventionally, as a device for detecting an abnormality of a rotating part using an AE, an AE sensor from a rotating part such as a bearing is detected by an AE sensor, and an AE signal from the AE sensor is compared with a fixed reference value. In some cases, when the AE signal exceeds the reference value, a display indicating an abnormality is made and the abnormality of the rotating component is detected.
【0003】[0003]
【発明が解決しようとする課題】ところで、一般に、回
転部品の異常に起因するAEは、回転部品の回転周期に
同期して発生する。一方、回転部品の回転時に回転部品
の摩擦が発生している場合にも、回転周期に同期し、上
記回転部品の異常に起因するAEよりも持続時間の長い
AEが発生する。Generally, an AE caused by an abnormality of a rotating component occurs in synchronization with a rotation cycle of the rotating component. On the other hand, even when friction of the rotating component occurs during rotation of the rotating component, an AE having a longer duration than the AE caused by the abnormality of the rotating component occurs in synchronization with the rotation cycle.
【0004】このように、回転部品の異常に起因するA
Eの周期と回転部品の摩擦によるAEの周期とが一致す
るため、従来の異常検出装置では、回転部品の異常が発
生していない場合であっても、回転部品の摩擦によるA
Eを検出したAEセンサからのAE信号が基準値を超え
ると、比較器が回転部品に異常があることを表す信号を
出力し、誤った異常検出をしてしまうという問題があ
る。[0004] As described above, A
Since the cycle of E coincides with the cycle of AE due to the friction of the rotating parts, the conventional abnormality detection device uses the A due to the friction of the rotating parts even when no abnormality has occurred in the rotating parts.
When the AE signal from the AE sensor that has detected E exceeds the reference value, the comparator outputs a signal indicating that there is an abnormality in the rotating component, and there is a problem that erroneous abnormality is detected.
【0005】そこで、本発明の目的は、回転部品の摩擦
によるAEを受けたときに、誤った異常検出を行なうこ
とを防止でき、回転部品の異常を正確に検出できる回転
部品の異常検出装置を提供することにある。Accordingly, an object of the present invention is to provide an apparatus for detecting an abnormality of a rotating part which can prevent erroneous detection of an abnormality when receiving AE due to friction of the rotating part and which can accurately detect an abnormality of the rotating part. To provide.
【0006】[0006]
【課題を解決するための手段】本発明は、回転部品の摩
擦によるAE信号の持続時間が、回転部品の回転周期と
略等しく、かつ回転部品の異常によるAE信号の持続時
間よりも長いことに着目し、ローパスフィルタを用いて
上記摩擦によるAE信号を抽出し、このAE信号をAE
センサからのAE信号から差し引くことによって、上記
摩擦によるAE信号を相殺できるという考察に基づいて
成された。According to the present invention, the duration of the AE signal due to the friction of the rotating part is substantially equal to the rotation period of the rotating part and longer than the duration of the AE signal due to the abnormality of the rotating part. Focusing attention, the AE signal due to the friction is extracted using a low-pass filter, and the AE signal is extracted as AE signal.
This is based on the consideration that the AE signal due to friction can be canceled by subtracting the AE signal from the sensor.
【0007】すなわち、本発明は、回転部品から受けた
アコースティックエミッション(AE)を検出してAE信
号を出力するAEセンサと、上記AEセンサからの上記
AE信号を受けて、このAE信号から、周波数の低いA
E信号を通過させ、周波数の高いAE信号を減衰させる
ことで、持続時間の短いAE信号を減衰させたAE信号
を出力するローパスフィルタと、上記ローパスフィルタ
からの上記AE信号を受けて、このAE信号を反転させ
た反転AE信号を出力する反転手段と、上記AEセンサ
からの上記AE信号と上記反転手段からの上記反転AE
信号とを受けて、上記AE信号と上記反転AE信号とを
重ね合わした重畳AE信号を出力する重畳手段と、上記
重畳手段からの重畳AE信号と基準値を比較して、重畳
AE信号が基準値を越えたときに異常検出信号を出力す
る比較手段とを備えたことを特徴としている。That is, the present invention provides an AE sensor for detecting an acoustic emission (AE) received from a rotating component and outputting an AE signal, receiving the AE signal from the AE sensor, and converting the AE signal into a frequency. Low A
A low-pass filter that outputs an AE signal obtained by attenuating an AE signal having a short duration by passing an E signal and attenuating an AE signal having a high frequency; and receiving the AE signal from the low-pass filter, Inverting means for outputting an inverted AE signal obtained by inverting a signal, the AE signal from the AE sensor and the inverted AE from the inverting means
Receiving the signal, and outputting a superimposed AE signal obtained by superimposing the AE signal and the inverted AE signal, and comparing the superimposed AE signal from the superimposing means with a reference value to determine whether the superimposed AE signal has a reference value. And comparing means for outputting an abnormality detection signal when the value exceeds the threshold value.
【0008】[0008]
【作用】軸受などの回転部品からのAEはAEセンサに
よって検出され、AE信号が出力される。このAE信号
は適宜処理された後、ローパスフィルタによって、上記
AE信号のうち、持続時間の短いAE信号が減衰され
る。このため、上記回転部品の摩擦によって発生し、持
続時間の長い摩擦によるAEに対応するAE信号が上記
ローパスフィルタから出力される。一方、上記回転部品
の異常によって発生し、短い持続時間を有する異常によ
るAEに対応するAE信号は上記ローパスフィルタで減
衰され、実質的に出力されない。AE from a rotating part such as a bearing is detected by an AE sensor and an AE signal is output. After appropriately processing the AE signal, the AE signal having a short duration among the AE signals is attenuated by the low-pass filter. For this reason, an AE signal generated by the friction of the rotating component and corresponding to the AE due to the friction having a long duration is output from the low-pass filter. On the other hand, the AE signal corresponding to the AE caused by the abnormality of the rotating component and having a short duration is attenuated by the low-pass filter and is not substantially output.
【0009】上記ローパスフィルタからのAE信号は、
反転手段によって、反転され、反転した反転AE信号が
出力される。The AE signal from the low-pass filter is
The inverted AE signal is output by the inverting means.
【0010】そして、上記反転手段からの反転AE信号
と、ローパスフィルタと反転手段を経由しないAEセン
サからのAE信号とが、重畳手段によって、位相を一致
させられた上で、重ね合わされる。この重ね合わせの結
果、上記AEセンサからのAE信号が上記反転AE信号
によって打ち消される。Then, the inverted AE signal from the inverting means and the AE signal from the AE sensor which does not pass through the low-pass filter and the inverting means are superimposed on each other in phase by the superimposing means. As a result of the superposition, the AE signal from the AE sensor is canceled by the inverted AE signal.
【0011】そして、重畳手段によって、上記重ね合わ
せにより生成された重畳AE信号が出力される。上記重
畳AE信号は、比較手段で所定の基準値と比較され、上
記重畳AE信号が上記基準値を越えたときに異常検出信
号が出力される。Then, the superimposition means outputs a superimposed AE signal generated by the superposition. The superimposed AE signal is compared with a predetermined reference value by comparing means, and an abnormality detection signal is output when the superimposed AE signal exceeds the reference value.
【0012】このように、比較手段は、摩擦によるAE
信号が打ち消された重畳AE信号と基準値とを比較する
ので、回転部品の異常が発生していないときに、回転部
品の摩擦に起因するAEによって異常検出信号を出力す
るといった異常検出の誤動作が防止される。As described above, the comparison means uses the AE caused by friction.
Since the superimposed AE signal in which the signal is canceled is compared with the reference value, malfunction of abnormality detection such as outputting an abnormality detection signal due to AE caused by friction of the rotating component when no abnormality occurs in the rotating component. Is prevented.
【0013】[0013]
【実施例】以下、本発明の回転部品の異常検出装置を図
示の実施例により詳細に説明する。BRIEF DESCRIPTION OF THE DRAWINGS FIG. 1 is a block diagram showing an apparatus for detecting an abnormality of a rotating part according to the present invention.
【0014】図1は本発明の回転部品の異常検出装置の
一実施例を示すブロック図であり、1はAEセンサ、2
はプリアンプ、3はバンドパスフィルタ、4はメインア
ンプ、5は包絡線検波回路である。また、6はローパス
フィルタ、7は反転器、8は重畳手段としての混合器、
9はA/D変換器、10はコンピュータ、11は遅延回
路である。また、上記コンピュータは比較手段を構成し
ている。FIG. 1 is a block diagram showing an embodiment of an apparatus for detecting abnormality of a rotating part according to the present invention.
Is a preamplifier, 3 is a bandpass filter, 4 is a main amplifier, and 5 is an envelope detection circuit. 6 is a low-pass filter, 7 is an inverter, 8 is a mixer as superimposing means,
9 is an A / D converter, 10 is a computer, and 11 is a delay circuit. Further, the computer constitutes a comparison unit.
【0015】上記AEセンサ1は軸受の内輪等の回転部
品からのAEを検出して、このAEの大きさを表わすA
E信号を出力する。上記AEセンサ1からのAE信号は
プリアンプ2で増幅された後、バンドパスフィルタ3で
例えば200KHzから500KHzの帯域のAE信号が
通過させられ、ノイズが除去される。上記バンドパスフ
ィルタ3でノイズ除去されたAE信号はメインアンプ4
でさらに増幅され、包絡線検波回路5に入力され包絡線
検波される。この包絡線検波されたAE信号は、例え
ば、図2(A)に示すように、上記回転部品の異常に起因
し、上記回転部品の回転周期と同じ周期を有し、比較的
短い持続時間T1を有する異常AE信号Xと、上記回転
部品の摩擦に起因し、上記回転部品の回転周期と等しい
周期を有し、比較的長い持続時間を有する摩擦AE信号
Yとを含んでいる。なお、図2に示す振幅「0」は絶対値
的な「0db」ではなく、演算上の「0」あるいは基準値(し
きい値)としての「0」を表している。The AE sensor 1 detects an AE from a rotating component such as an inner ring of a bearing, and detects an AE indicating the size of the AE.
Outputs the E signal. After the AE signal from the AE sensor 1 is amplified by the preamplifier 2, an AE signal in a band of, for example, 200 kHz to 500 kHz is passed through the band pass filter 3 to remove noise. The AE signal from which noise has been removed by the band-pass filter 3 is transmitted to the main amplifier 4.
Are further amplified and input to the envelope detection circuit 5 for envelope detection. The envelope detected AE signal has, for example, as shown in FIG. 2 (A), the same period as the rotation period of the rotating component due to the abnormality of the rotating component, and has a relatively short duration T1. And an abnormal AE signal X having a period equal to the rotation period of the rotating component due to friction of the rotating component and having a relatively long duration. Note that the amplitude “0” shown in FIG. 2 is not an absolute value “0db” but an arithmetic “0” or “0” as a reference value (threshold).
【0016】上記AE信号は、ローパスフィルタ6によ
って、摩擦AE信号よりも持続時間が短い異常AE信号
Xが大巾に減衰される一方、持続時間が長い摩擦AE信
号Yはほとんど減衰されない。そして、図2(B)に示す
ように、ローパスフィルタ6からは実質的に摩擦AE信
号Yのみが出力される。この摩擦AE信号Yは、反転器
7によって反転され、図2(C)に示す反転した摩擦AE
信号が出力される。In the AE signal, the abnormal AE signal X having a shorter duration than the friction AE signal is greatly attenuated by the low-pass filter 6, while the friction AE signal Y having a long duration is hardly attenuated. As shown in FIG. 2B, the low-pass filter 6 outputs substantially only the friction AE signal Y. The friction AE signal Y is inverted by the inverter 7 and the inverted friction AE shown in FIG.
A signal is output.
【0017】一方、上記包絡線検波された後の図2(A)
に示すAE信号は、遅延回路11によって、上記反転し
た摩擦AE信号と位相を一致させられた後に、混合器8
によって、図2(C)に示す反転した摩擦AE信号と重ね
合わされる。On the other hand, FIG. 2A after the envelope detection is performed.
After the AE signal shown in FIG. 8 is made to coincide in phase with the inverted friction AE signal by the delay circuit 11, the mixer 8
Thus, the signal is superimposed on the inverted friction AE signal shown in FIG.
【0018】この重ね合わせによって、図2(A)に示す
AE信号が含む摩擦AE信号Yが反転した摩擦AE信号
によって打ち消される。By this superposition, the friction AE signal Y included in the AE signal shown in FIG. 2A is canceled by the inverted friction AE signal.
【0019】そして、上記混合器8から、上記重ね合わ
せによって生成し、摩擦AE信号Yが打ち消された重畳
AE信号が出力される。つまり、図2(D)に示すよう
に、混合器8から、回転部品の異常に起因する異常AE
信号Xのみが出力される。Then, the mixer 8 outputs a superimposed AE signal generated by the superposition and in which the friction AE signal Y is canceled. That is, as shown in FIG. 2 (D), the mixer 8 outputs the abnormal AE caused by the abnormality of the rotating component.
Only the signal X is output.
【0020】上記異常AE信号Xは、A/D変換器9を
介してコンピュータ10に入力され、FFT(高速フー
リエ変換)解析を含む信号処理を施された後に、所定の
基準値と比較される。コンピュータ10は、上記異常A
E信号Xが上記基準値を越えたときに異常検出信号を出
力する。The abnormal AE signal X is input to a computer 10 via an A / D converter 9 and subjected to signal processing including FFT (Fast Fourier Transform) analysis before being compared with a predetermined reference value. . The computer 10 detects the abnormality A
An abnormality detection signal is output when the E signal X exceeds the reference value.
【0021】このように、コンピュータ10は、異常A
E信号Xのみと上記基準値とを比較するので、回転部品
の異常が発生していないときに、回転部品の摩擦に起因
するAEによって異常検出信号を出力するといった異常
検出の誤動作を防止でき、回転部品の異常を正確に検出
できる。As described above, the computer 10 detects the abnormality A
Since only the E signal X is compared with the reference value, it is possible to prevent malfunction of malfunction detection such as outputting a malfunction detection signal due to AE caused by friction of the rotating component when no malfunction of the rotating component occurs, Abnormality of rotating parts can be accurately detected.
【0022】[0022]
【発明の効果】以上より明らかなように、本発明の回転
部品の異常検出装置は、ローパスフィルタが、AEセン
サからのAE信号のうち、回転部品の異常に起因する異
常AE信号を取り除き、回転部品の摩擦に起因する接続
時間の長い摩擦AE信号を出力し、反転手段がこの摩擦
AE信号を反転した摩擦AE信号を出力し、重畳手段が
上記反転した摩擦AE信号と上記AEセンサからのAE
信号とを重ね合わせた重畳AE信号を出力する。そし
て、比較手段は、重ね合わせによって摩擦AE信号が打
ち消された重畳AE信号と所定の基準値とを比較し、重
畳AE信号が上記基準値を越えたときに異常検出信号を
出力する。As is apparent from the above description, in the apparatus for detecting an abnormality of a rotating part according to the present invention, the low-pass filter removes an abnormal AE signal caused by an abnormality of the rotating part from among the AE signals from the AE sensor, and A friction AE signal having a long connection time due to the friction of the parts is output, a reversing means outputs a friction AE signal obtained by inverting the friction AE signal, and a superimposing means outputs the inverted friction AE signal and the AE from the AE sensor.
A superimposed AE signal obtained by superimposing the signal is output. Then, the comparing means compares the superimposed AE signal in which the friction AE signal has been canceled by the superimposition with a predetermined reference value, and outputs an abnormality detection signal when the superimposed AE signal exceeds the reference value.
【0023】このように、本発明によれば、比較手段
は、摩擦AE信号が打ち消された重畳AE信号と基準値
とを比較するので、回転部品の異常が発生していないと
きに、回転部品の摩擦に起因するAEによって異常検出
信号を出力するといった異常検出の誤動作を防止でき、
回転部品の異常を正確に検出できる。As described above, according to the present invention, the comparing means compares the superimposed AE signal from which the friction AE signal has been canceled with the reference value. Malfunction of malfunction detection such as outputting a malfunction detection signal due to AE caused by friction of
Abnormality of rotating parts can be accurately detected.
【図1】 本発明の回転部品の異常検出装置の一実施例
のブロック図である。FIG. 1 is a block diagram of an embodiment of a rotary component abnormality detection device according to the present invention.
【図2】 上記実施例におけるAE信号の信号処理過程
を示す波形図である。FIG. 2 is a waveform chart showing a signal processing process of an AE signal in the embodiment.
1 AEセンサ 2 プリアンプ 3 バンドパスフィルタ 4 メインアンプ 5 包絡線検波回路 6 ローパスフィ
ルタ 7 反転器 8 混合器 9 A/D変換器 10 コンピュータ 11 遅延回路 X 異常AE信号 Y 摩擦AE信号Reference Signs List 1 AE sensor 2 Preamplifier 3 Band pass filter 4 Main amplifier 5 Envelope detection circuit 6 Low pass filter 7 Inverter 8 Mixer 9 A / D converter 10 Computer 11 Delay circuit X Abnormal AE signal Y Friction AE signal
Claims (1)
ミッション(AE)を検出してAE信号を出力するAEセ
ンサと、 上記AEセンサからの上記AE信号を受けて、このAE
信号から、周波数の低いAE信号を通過させ、周波数の
高いAE信号を減衰させることで、持続時間の短いAE
信号を減衰させたAE信号を出力するローパスフィルタ
と、 上記ローパスフィルタからの上記AE信号を受けて、こ
のAE信号を反転させた反転AE信号を出力する反転手
段と、 上記AEセンサからの上記AE信号と上記反転手段から
の上記反転AE信号とを受けて、上記AE信号と上記反
転AE信号とを重ね合わした重畳AE信号を出力する重
畳手段と、 上記重畳手段からの重畳AE信号と基準値を比較して、
重畳AE信号が基準値を越えたときに異常検出信号を出
力する比較手段とを備えたことを特徴とする回転部品の
異常検出装置。An AE sensor for detecting an acoustic emission (AE) received from a rotating component and outputting an AE signal; and receiving the AE signal from the AE sensor to receive the AE signal.
By passing low-frequency AE signals from the signal and attenuating high-frequency AE signals, short-duration AE signals are obtained.
A low-pass filter that outputs an attenuated AE signal; an inverting unit that receives the AE signal from the low-pass filter and outputs an inverted AE signal obtained by inverting the AE signal; and an AE signal from the AE sensor. Receiving a signal and the inverted AE signal from the inverting means, and outputting a superimposed AE signal obtained by superimposing the AE signal and the inverted AE signal; Compared to,
An abnormality detection device for a rotating component, comprising: comparison means for outputting an abnormality detection signal when the superimposed AE signal exceeds a reference value.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP03264730A JP3133423B2 (en) | 1991-10-14 | 1991-10-14 | Abnormal detection device for rotating parts |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP03264730A JP3133423B2 (en) | 1991-10-14 | 1991-10-14 | Abnormal detection device for rotating parts |
Publications (2)
Publication Number | Publication Date |
---|---|
JPH0599790A JPH0599790A (en) | 1993-04-23 |
JP3133423B2 true JP3133423B2 (en) | 2001-02-05 |
Family
ID=17407379
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JP03264730A Expired - Fee Related JP3133423B2 (en) | 1991-10-14 | 1991-10-14 | Abnormal detection device for rotating parts |
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JP (1) | JP3133423B2 (en) |
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Cited By (3)
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JP2002257795A (en) * | 2001-03-02 | 2002-09-11 | Sumitomo Chem Co Ltd | Bearing preload estimating apparatus, bearing preload estimating method, bearing preload estimating program, and recording medium storing this program |
JP2002257797A (en) * | 2001-03-06 | 2002-09-11 | Sumitomo Chem Co Ltd | Bearing damage evaluation device, bearing damage evaluation method, bearing damage evaluation program, and storage medium storing this program |
KR102119750B1 (en) | 2018-11-26 | 2020-06-08 | 가톨릭대학교 산학협력단 | Clothing for breast examination |
Also Published As
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JPH0599790A (en) | 1993-04-23 |
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