JPH05126678A - Abnormality detecting device for bearing - Google Patents

Abnormality detecting device for bearing

Info

Publication number
JPH05126678A
JPH05126678A JP3289828A JP28982891A JPH05126678A JP H05126678 A JPH05126678 A JP H05126678A JP 3289828 A JP3289828 A JP 3289828A JP 28982891 A JP28982891 A JP 28982891A JP H05126678 A JPH05126678 A JP H05126678A
Authority
JP
Japan
Prior art keywords
signal
bearing
abnormality
envelope
duration
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.)
Granted
Application number
JP3289828A
Other languages
Japanese (ja)
Other versions
JP3170006B2 (en
Inventor
Minoru Chitoku
稔 千徳
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Koyo Seiko Co Ltd
Original Assignee
Koyo Seiko Co Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Koyo Seiko Co Ltd filed Critical Koyo Seiko Co Ltd
Priority to JP28982891A priority Critical patent/JP3170006B2/en
Publication of JPH05126678A publication Critical patent/JPH05126678A/en
Application granted granted Critical
Publication of JP3170006B2 publication Critical patent/JP3170006B2/en
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

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  • Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)

Abstract

PURPOSE:To provide an abnormality detecting device of a bearing capable of nearly completely removing the noise component from an AE signal. CONSTITUTION:An envelope detection wave-form shaping circuit 6 constituted of a low-pass filter is provided at the next stage of an envelope detecting circuit 5. An AE signal envelope-detected by the envelope detecting circuit 5 is removed with the noise component having a shorter duration than the duration of the abnormality AE signal caused by the abnormality of a bearing by the envelope detection wave-form shaping circuit 6 constituted of a low-pass filter.

Description

【発明の詳細な説明】Detailed Description of the Invention

【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)を利用した軸受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 a bearing abnormality detecting apparatus utilizing acoustic emission (AE).

【0002】[0002]

【従来の技術】従来、AEを利用した軸受の異常検出装
置としては、軸受からのAEをAEセンサにより検出
し、このAEセンサからのAE信号をバンドパスフィル
タによってノイズ除去して、このノイズ除去したAE信
号を包絡線検波回路で包絡線検波し、この包絡線検波回
路からのAE信号を比較器で一定の基準値と比較し、上
記AE信号が上記基準値を超えた時に軸受の異常として
検出するようにしたものがある。
2. Description of the Related Art Conventionally, as an abnormality detecting device for a bearing using an AE, an AE from the bearing is detected by an AE sensor, a noise is removed from the AE signal from the AE sensor by a bandpass filter, and the noise is removed. The detected AE signal is envelope-detected by the envelope detection circuit, and the AE signal from the envelope detection circuit is compared with a constant reference value by a comparator. When the AE signal exceeds the reference value, it is determined that the bearing is abnormal. There are some that are designed to detect.

【0003】[0003]

【発明が解決しようとする課題】ところが、上記従来の
軸受の異常検出装置は、包絡線検波前のAE信号をバン
ドパスフィルタでノイズ除去しているものの、電気パル
スノイズに起因し、低周波数から高周波数までの広い周
波数成分を持つノイズ成分を上記AE信号から十分に取
り除くことができず、そのまま、ある基準値を設定して
比較するとノイズ成分に起因したAE信号をも軸受の異
常のものとして検出してしまうため、軸受の異常検出が
不正確になるという問題があることが判明した。
However, although the above-described conventional bearing abnormality detecting device removes noise from the AE signal before envelope detection by the bandpass filter, it is caused by electric pulse noise, so that low frequency A noise component having a wide frequency component up to a high frequency cannot be sufficiently removed from the AE signal, and when a certain reference value is set as it is and compared, the AE signal caused by the noise component is also regarded as an abnormal bearing. It has been found that there is a problem in that the abnormality detection of the bearing becomes inaccurate because it is detected.

【0004】そこで、本発明の目的は、AE信号からノ
イズ成分を略完全に取り除くことができて、異常検出を
正確にできる軸受の異常検出装置を提供することにあ
る。
SUMMARY OF THE INVENTION An object of the present invention is to provide a bearing abnormality detecting apparatus capable of removing noise components from an AE signal substantially completely and accurately detecting abnormality.

【0005】[0005]

【課題を解決するための手段】本発明は、従来の軸受の
異常検出装置のバンドパスフィルタによってAE信号か
ら取り除くことができない電気パルスノイズに起因する
ノイズ成分の持続時間は、軸受の異常によるAE信号の
持続時間よりも短いことに着目し、ローパスフィルタを
用いて、包絡線検波後のAE信号から、軸受の異常によ
るAE信号よりも持続時間の短いノイズ成分を取り除く
ことが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 a noise component due to electric pulse noise that cannot be removed from an AE signal by a bandpass filter of a conventional bearing abnormality detection apparatus is AE due to a bearing abnormality. Focusing on the fact that the signal duration is shorter than the signal duration, based on the consideration that a low-pass filter can be used to remove from the AE signal after envelope detection a noise component that has a shorter duration than the AE signal due to bearing abnormality. Was made.

【0006】すなわち、本発明の軸受の異常検出装置
は、軸受から受けたアコースティックエミッション(A
E)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AE信号を包絡線検波して、包絡線検
波したAE信号を出力する包絡線検波手段と、上記包絡
線検波手段からのAE信号を受けて、このAE信号から
所定持続時間幅を有する上記軸受の異常によるAE信号
の持続時間よりも短い持続時間を有するAE信号を取り
除いた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AE信号と基準値とを比較する比
較手段と、上記比較手段から、上記AE信号が上記基準
値を超えたことを表わす検出信号を受けて、この検出信
号に基づいて、軸受の異常を判別する判別手段とを備え
たことを特徴としている。
That is, the abnormality detecting device for a bearing of the present invention is the acoustic emission (A) received from the bearing.
E) to detect an AE signal and output an AE signal, an envelope detection unit that envelope-detects the AE signal from the AE sensor and outputs an envelope-detected AE signal, and the envelope detection unit. A low-pass filter for receiving an AE signal of the AE signal and removing an AE signal having a duration shorter than a duration of the AE signal due to the abnormality of the bearing having a predetermined duration from the AE signal, and the low-pass filter. The comparing means for comparing the AE signal from the filter with the reference value, and the detection signal indicating that the AE signal has exceeded the reference value from the comparing means, and the abnormality of the bearing based on the detection signal. It is characterized in that it is provided with a determining means for determining.

【0007】[0007]

【作用】軸受からの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、包絡線検
波手段によって包絡線検波される。そして、上記包絡線
検波されたAE信号は、ローパスフィルタによって、上
記AE信号のうち、上記軸受の異常によるAE信号の持
続時間よりも短い持続時間を有するAE信号が取り除か
れる。つまり、上記包絡線検波後のAE信号から、軸受
の異常によるAE信号よりも持続時間の短いノイズ成分
が取り除かれる。
The AE from the bearing is detected by the AE sensor and the AE signal is output. This AE signal is subjected to envelope detection by the envelope detection means. Then, the envelope-detected AE signal is removed by the low-pass filter from the AE signal, which has a duration shorter than the duration of the AE signal due to the abnormality of the bearing. That is, the noise component having a shorter duration than the AE signal due to the abnormality of the bearing is removed from the AE signal after the envelope detection.

【0008】そして、上記ローパスフィルタからのAE
信号は比較手段によって基準値と比較され、上記AE信
号が基準値を超えたときに、比較手段から、検出信号が
出力される。そして、この検出信号を受けた判別手段に
よって、軸受の異常が判別される。
The AE from the low pass filter
The signal is compared with the reference value by the comparison means, and when the AE signal exceeds the reference value, the detection signal is output from the comparison means. The abnormality of the bearing is discriminated by the discriminating means which has received the detection signal.

【0009】このように、上記ローパスフィルタを通過
したAE信号からは、軸受の異常によるAE信号の持続
時間よりも短い持続時間を有するノイズ成分が取り除か
れるので、上記比較手段と判別手段によって、軸受の異
常が正確に検出される。
As described above, since the noise component having the duration shorter than the duration of the AE signal due to the abnormality of the bearing is removed from the AE signal that has passed through the low-pass filter, the bearing means is determined by the comparing means and the determining means. Abnormality is accurately detected.

【0010】[0010]

【実施例】以下、本発明を図示の実施例により詳細に説
明する。
The present invention will be described in detail below with reference to the embodiments shown in the drawings.

【0011】図1は本発明の軸受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AE信号選別用の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で構成した包絡線検波波形整形回
路、7は基準値設定回路、8は比較手段としての比較
器、9は判別手段としてのホストコンピュータ(演算
器)、10はCRT,プリンタを含む表示装置である。
FIG. 1 is a block diagram showing an embodiment of a bearing abnormality detecting apparatus according to the present invention. 1 is an AE sensor, 2 is a preamplifier, 3 is a bandpass filter for selecting an AE signal,
Reference numeral 4 is a main amplifier, and 5 is an envelope detection circuit. Also,
Reference numeral 6 is an envelope detection waveform shaping circuit constituted by a low-pass filter, 7 is a reference value setting circuit, 8 is a comparator as comparing means, 9 is a host computer (calculator) as discriminating means, and 10 is a CRT and a printer. It is a display device.

【0012】上記AEセンサ1は軸受からのAEを検出
して、このAEの大きさを表わすAE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200KH
zから500KHzの帯域の異常AE信号が通過させら
れ、200KHzから500KHzの帯域外のノイズが除
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でさらに増幅されてから、
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(図1中矢印Aで示す箇所の
AE信号)は、図2(A)に例示するように、軸受の異常
に起因する異常AE信号Xに電気パルスノイズに起因す
るノイズ成分が重畳している。そして、この包絡線検波
されたAE信号は、ローパスフィルタで構成した包絡線
検波波形整形回路6によって、上記軸受の異常に起因す
る異常AE信号の持続時間よりも短い持続時間を有する
ノイズ成分が取り除かれる。つまり、図2(B)に例示す
るように、軸受の異常に起因する異常AE信号Xだけが
上記包絡線検波波形整形回路6から出力される。
The AE sensor 1 detects the AE from the bearing and outputs an AE signal representing the magnitude of this AE.
The AE signal from the AE sensor 1 is amplified by the preamplifier 2 and then amplified by the bandpass filter 3 to, for example, 200 KH.
An abnormal AE signal in the band from z to 500 KHz is passed, and noise outside the band from 200 KHz to 500 KHz is removed. The AE signal from which the noise is removed by the bandpass filter 3 is further amplified by the main amplifier 4,
It is input to the envelope detection circuit 5 and subjected to envelope detection. This envelope-detected AE signal (the AE signal at the location indicated by arrow A in FIG. 1) is caused by the electrical pulse noise in the abnormal AE signal X caused by the bearing abnormality, as illustrated in FIG. 2 (A). The noise component to be superimposed is superimposed. Then, the envelope-detected AE signal is subjected to the envelope-detection waveform shaping circuit 6 configured by a low-pass filter to remove noise components having a duration shorter than the duration of the abnormal AE signal due to the abnormality of the bearing. Be done. That is, as illustrated in FIG. 2B, only the abnormal AE signal X due to the abnormality of the bearing is output from the envelope detection waveform shaping circuit 6.

【0013】上記軸受の異常に起因する異常AE信号X
は、比較器8によって、基準値設定回路7が出力する基
準値と比較され、上記異常AE信号が上記基準値を超え
たときに比較器8はパルス信号を出力する。つまり、比
較器8は、上記基準値を超えた異常AE信号をパルス化
する。
Abnormal AE signal X caused by the above-mentioned abnormality of the bearing
Is compared with the reference value output from the reference value setting circuit 7 by the comparator 8, and the comparator 8 outputs a pulse signal when the abnormal AE signal exceeds the reference value. That is, the comparator 8 pulses the abnormal AE signal exceeding the reference value.

【0014】このように、比較器8はローパスフィルタ
からなる包絡線検波波形整形回路6によってノイズ成分
が取り除かれた異常AE信号と上記基準値とを比較する
ので、ノイズ成分が重畳した上記異常AE信号が上記基
準値を超えていても、軸受の異常に起因する異常AE信
号が上記基準値を超えていない限り、比較器8はパルス
信号を出力しない。したがって、電気パルスノイズに起
因するノイズ成分の影響により、比較器8がパルス信号
を出力することを防止でき、比較器8が軸受の異常に起
因する異常AE信号が基準値を超えたときだけに、出力
するパルス信号に基づいて、ホストコンピュータ9は、
軸受の正確な異常診断を行なうことができる。このホス
トコンピュータ9の異常診断動作を、図3に示すフロー
チャートに基づいて説明する。
As described above, since the comparator 8 compares the abnormal AE signal from which the noise component is removed by the envelope detection waveform shaping circuit 6 including the low-pass filter with the reference value, the abnormal AE on which the noise component is superimposed is compared. Even if the signal exceeds the reference value, the comparator 8 does not output the pulse signal unless the abnormal AE signal due to the abnormality of the bearing exceeds the reference value. Therefore, it is possible to prevent the comparator 8 from outputting the pulse signal due to the influence of the noise component resulting from the electric pulse noise, and the comparator 8 only outputs when the abnormal AE signal due to the abnormality of the bearing exceeds the reference value. , The host computer 9 based on the output pulse signal,
Accurate diagnosis of bearing abnormality can be performed. The abnormality diagnosis operation of the host computer 9 will be described based on the flowchart shown in FIG.

【0015】まず、ステップS1で、比較器8からのパ
ルス信号のパルス発生周期を演算する。次に、ステップ
S2に進んで、上記パルス発生周期が、内輪の回転周期
もしくは、ころが内輪を通過する周期と等しいか否かを
判断し、上記パルス発生周期が、内輪の回転周期もしく
は、ころが内輪を通過する周期と等しいと判断したとき
はステップS6に進み、上記パルス発生周期が、内輪の
回転周期および、ころが内輪を通過する周期と等しくな
いと判断したときはステップS3に進む。
First, in step S1, the pulse generation period of the pulse signal from the comparator 8 is calculated. Next, in step S2, it is determined whether the pulse generation cycle is equal to the rotation cycle of the inner ring or the cycle in which the roller passes through the inner ring, and the pulse generation cycle is determined to be the rotation cycle of the inner ring or the roller. When it is determined that is equal to the cycle of passing the inner ring, the process proceeds to step S6, and when it is determined that the pulse generation period is not equal to the rotation period of the inner ring and the period of the roller passing through the inner ring, the process proceeds to step S3.

【0016】ステップS6では、CRTやプリンタを含
む表示装置10に、内輪に異常が発生したことを表示さ
せて異常診断を終了する。
In step S6, the display device 10 including a CRT and a printer displays that an abnormality has occurred in the inner ring, and the abnormality diagnosis is finished.

【0017】ステップS3では、上記パルス発生周期
が、ころが外輪を通過する周期と等しいか否かを判断
し、上記パルス発生周期が、ころが外輪を通過する周期
と等しいと判断したときにはステップS7に進み、パル
ス発生周期が、ころが外輪を通過する周期と等しくない
と判断したときにはステップS4に進む。
In step S3, it is determined whether or not the pulse generation cycle is equal to the cycle in which the roller passes the outer ring, and when it is determined that the pulse generation cycle is equal to the cycle in which the roller passes the outer ring, step S7. If it is determined that the pulse generation cycle is not equal to the cycle in which the rollers pass through the outer ring, the process proceeds to step S4.

【0018】ステップS7では、上記表示装置10に、
外輪に異常が発生したことを表示させて異常診断を終了
する。
In step S7, the display device 10 displays
The abnormality diagnosis is ended by displaying that an abnormality has occurred in the outer ring.

【0019】ステップS4では、上記パルス発生周期
が、軸受の保持器の回転もしくは、ころの自転周期と等
しいか否かを判断し、上記パルス発生周期が、保持器の
回転周期もしくは、ころの自転周期と等しいと判断した
時にはステップS8に進み、パルス発生周期が、保持器
の回転周期およびころの自転周期と等しくないと判断し
た時にはステップS5に進む。
In step S4, it is determined whether the pulse generation cycle is equal to the rotation of the cage of the bearing or the rotation cycle of the roller, and the pulse generation cycle is determined to be the rotation cycle of the cage or the rotation of the roller. When it is determined that the pulse generation period is not equal to the rotation period of the cage and the rotation period of the rollers, the process proceeds to step S8.

【0020】ステップS8では、上記表示装置10に、
ころに異常が発生したことを表示させて異常診断を終了
する。
In step S8, the display device 10 is
A fault is displayed and the fault diagnosis ends.

【0021】ステップS5では、軸受の異常診断が終了
したか否かを判断し、異常診断が終了したと判断したと
きは、異常診断を終了し、異常診断が終了していないと
判断したときはステップS2に戻る。
In step S5, it is determined whether or not the bearing abnormality diagnosis is completed. When it is determined that the abnormality diagnosis is completed, the abnormality diagnosis is completed, and when it is determined that the abnormality diagnosis is not completed. Return to step S2.

【0022】このように、本実施例によれば、軸受の故
障箇所の正確な位置標定ができる。
As described above, according to this embodiment, it is possible to accurately locate the faulty portion of the bearing.

【0023】[0023]

【発明の効果】以上より明らかなように、本発明は、包
絡線検波手段の後段にローパスフィルタを設けて、包絡
線検波手段によって包絡線検波されたAE信号は、ロー
パスフィルタによって、上記AE信号のうち、軸受の異
常によるAE信号の持続時間よりも短い持続時間を有す
る電気パルスノイズに起因するノイズ成分が取り除かれ
るようにしたので、軸受の異常を正確に検出できる。ま
た、電気パルスノイズに起因するノイズ成分ばかりでな
く、軸受の異常によるAE信号の持続時間よりも短い持
続時間を有する機械ノイズに起因するノイズ成分も同様
に取り除かれる。
As is apparent from the above, according to the present invention, a low-pass filter is provided in the subsequent stage of the envelope detection means, and the AE signal envelope-detected by the envelope detection means is converted into the AE signal by the low-pass filter. Of these, since the noise component due to the electric pulse noise having a shorter duration than the duration of the AE signal due to the abnormality of the bearing is removed, the abnormality of the bearing can be accurately detected. Further, not only the noise component caused by the electric pulse noise but also the noise component caused by the mechanical noise having the duration shorter than the duration of the AE signal due to the abnormality of the bearing are similarly removed.

【図面の簡単な説明】[Brief description of drawings]

【図1】 本発明の軸受の異常検出装置の実施例のブロ
ック図である。
FIG. 1 is a block diagram of an embodiment of a bearing abnormality detection device of the present invention.

【図2】 上記実施例におけるAE信号波形を示す図で
ある。
FIG. 2 is a diagram showing an AE signal waveform in the above embodiment.

【図3】 上記実施例のホストコンピュータの動作を説
明するフローチャートである。
FIG. 3 is a flowchart illustrating the operation of the host computer of the above embodiment.

【符号の説明】[Explanation of symbols]

1 AE信号 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 包絡線検波波形整
形回路 7 基準値設定回路 8 比較器 9 ホストコンピュータ 10 表示装置
1 AE signal 2 Preamplifier 3 Bandpass filter 4 Main amplifier 5 Envelope detection circuit 6 Envelope detection waveform shaping circuit 7 Reference value setting circuit 8 Comparator 9 Host computer 10 Display device

Claims (1)

【特許請求の範囲】[Claims] 【請求項1】 軸受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AE信号を包絡線検波して、包絡
線検波したAE信号を出力する包絡線検波手段と、 上記包絡線検波手段からのAE信号を受けて、このAE
信号から所定持続時間幅を有する上記軸受の異常による
AE信号の持続時間よりも短い持続時間を有するAE信
号を取り除いた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AE信号と基準値とを比較
する比較手段と、 上記比較手段から、上記AE信号が上記基準値を超えた
ことを表わす検出信号を受けて、この検出信号に基づい
て、軸受の異常を判別する判別手段とを備えたことを特
徴とする軸受の異常検出装置。
1. An AE sensor that detects acoustic emission (AE) received from a bearing and outputs an AE signal, an envelope detection of the AE signal from the AE sensor, and an envelope-detected AE signal is output. The envelope detecting means and the AE signal from the envelope detecting means are received, and the AE signal is received.
A low-pass filter for outputting an AE signal from which an AE signal having a duration shorter than the duration of the AE signal due to an abnormality of the bearing having a predetermined duration width is removed, and an AE signal from the low-pass filter and a reference value And comparing means for receiving a detection signal indicating that the AE signal has exceeded the reference value from the comparing means, and determining a bearing abnormality based on the detection signal. A bearing abnormality detection device characterized by the above.
JP28982891A 1991-11-06 1991-11-06 Bearing abnormality detection device Expired - Fee Related JP3170006B2 (en)

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