JPH073383B2 - Machine element abnormality diagnosis method - Google Patents
Machine element abnormality diagnosis methodInfo
- Publication number
- JPH073383B2 JPH073383B2 JP1950593A JP1950593A JPH073383B2 JP H073383 B2 JPH073383 B2 JP H073383B2 JP 1950593 A JP1950593 A JP 1950593A JP 1950593 A JP1950593 A JP 1950593A JP H073383 B2 JPH073383 B2 JP H073383B2
- Authority
- JP
- Japan
- Prior art keywords
- signal
- noise
- abnormal
- time interval
- detection unit
- 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 - Lifetime
Links
- 230000005856 abnormality Effects 0.000 title claims description 12
- 238000000034 method Methods 0.000 title description 7
- 238000003745 diagnosis Methods 0.000 title description 6
- 230000002159 abnormal effect Effects 0.000 claims description 24
- 238000001514 detection method Methods 0.000 claims description 21
- 230000007613 environmental effect Effects 0.000 claims description 14
- 238000005259 measurement Methods 0.000 claims description 12
- 238000002405 diagnostic procedure Methods 0.000 claims 1
- 239000000284 extract Substances 0.000 claims 1
- 230000007274 generation of a signal involved in cell-cell signaling Effects 0.000 description 13
- 238000010586 diagram Methods 0.000 description 5
- 230000003111 delayed effect Effects 0.000 description 1
- 238000005070 sampling Methods 0.000 description 1
Landscapes
- 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】本願発明は、回転又は揺動等の運
動をする機械要素の異常診断方法に関する。BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a method for diagnosing an abnormality in a mechanical element that moves such as rotate or swing.
【0002】[0002]
【従来の技術】運動する機械要素の異常診断方法とし
て、振動や音響、AE、温度等を測定する方法やフェロ
グラフィ法がある。このうち、振動・音響、AE法では
信号のピ−ク値や実効値、クレストファクタ−等の経時
変化、異常信号の発生時間間隔や周波数解析の結果から
異常に関する診断が行われてきた。その中でも機械要素
で発生する信号、例えばAE信号について、大きな振幅
を有する異常信号の発生時間間隔を一定のサンプリング
タイム内で計測し、発生時間間隔の分布パタ−ンを得て
異常診断を行うものが重要視されている。(特許第16
13188号)図1にそのブロック図を示す。2. Description of the Related Art As a method for diagnosing a moving mechanical element, there are a method for measuring vibration, sound, AE, temperature and the like, and a ferrography method. Among them, in the vibration / acoustic method, the AE method has been used to diagnose abnormalities based on changes in the peak and effective values of signals, changes in crest factor and the like, the time intervals of abnormal signals, and the results of frequency analysis. Among them, for a signal generated in a mechanical element, for example, an AE signal, an abnormal signal having a large amplitude is generated within a fixed sampling time, and the distribution pattern of the generated time interval is obtained to perform abnormality diagnosis. Is being emphasized. (Patent No. 16
No. 13188) A block diagram thereof is shown in FIG.
【0003】[0003]
【発明が解決しようとする課題】上記従来技術にはAE
信号に類似した環境ノイズ信号が多数発生する状況のも
とでは、ノイズによって異常信号発生時間間隔の分布パ
タ−ンがノイズに埋もれたり乱されたりするので信頼性
の高い異常診断が不可能になるという問題点があった。The above-mentioned prior art is AE
Under a situation where a large number of environmental noise signals similar to the signal are generated, the noise may cause the distribution pattern of the abnormal signal generation time interval to be buried or disturbed by noise, making reliable abnormality diagnosis impossible. There was a problem.
【0004】本願発明はAE信号に類似した環境ノイズ
信号を除去し、回転又は揺動等の運動をする機械要素で
発生するAE信号の異常信号発生時間間隔に関する正確
な分布パタ−ンを得て信頼性のある異常診断を行うこと
を目的とする。The present invention eliminates an environmental noise signal similar to the AE signal, and obtains an accurate distribution pattern regarding an abnormal signal generation time interval of the AE signal generated in a mechanical element that makes a motion such as rotation or rocking. The purpose is to perform reliable abnormality diagnosis.
【0005】[0005]
【課題を解決するための手段】本願発明は上記目的を達
成するため、機械要素で発生するAE信号を検出するA
E信号検出部と、該AE信号検出部に侵入してくる環境
ノイズ信号のみを検出するノイズ信号検出部を備え、検
出された信号を増幅・ろ波し、しきい値を超えるすべて
の信号をパルスに変換し、AE信号検出部と異常信号発
生時間間隔測定部を結ぶゲ−ト回路を、ノイズ信号検出
部からパルスが入力する度に開いてAE信号検出部から
異常信号発生時間間隔測定部へ出力されるパルスを遮断
し、異常と無関係なノイズを除去し、異常信号のみを抽
出する如くしたことを特徴とする。In order to achieve the above object, the present invention detects an AE signal generated in a mechanical element.
Equipped with an E signal detection unit and a noise signal detection unit that detects only the environmental noise signal that enters the AE signal detection unit, amplifies and filters the detected signal, and detects all signals that exceed the threshold value. A gate circuit that converts the signal into a pulse and connects the AE signal detection unit and the abnormal signal generation time interval measurement unit is opened each time a pulse is input from the noise signal detection unit to open the abnormal signal generation time interval measurement unit from the AE signal detection unit. It is characterized in that the pulse output to is cut off, noise unrelated to the abnormality is removed, and only the abnormal signal is extracted.
【0006】[0006]
【実施例】本願発明を実施する装置を図2で説明する。
AE信号検出部1、ノイズ除去部4、異常信号発生時間
間隔測定部5から構成されている。AE信号検出部1は
機械要素で発生するAE信号ならびにそれに侵入してく
る環境ノイズ信号を増幅・ろ波し、しきい値を超えるす
べての信号をパルスに変換する。ノイズ除去部4はノイ
ズ信号検出部2とゲ−ト回路3からなっている。ノイズ
信号検出部2のセンサは機械要素で発生するAE信号が
伝播しない位置に固定され、環境ノイズ信号のみを検出
する。ノイズ信号検出部2は検出された環境ノイズ信号
を増幅・ろ波し、しきい値を超えるすべてのノイズをパ
ルスに変換する。ノイズ信号検出部2からパルスが入力
するたびにAE信号検出部1と異常信号発生時間間隔測
定部5を結ぶゲ−ト回路3を開いてAE信号検出部1か
ら入力するパルスを異常信号発生時間間隔測定部5へ出
力しないように作動する。言い換えると、ゲ−ト回路3
はノイズ除去部4で環境ノイズ信号が検出されない限り
閉じていて、AE信号検出部1から入力するパルスを異
常信号発生時間間隔測定部5に送る。ゲ−ト回路3は図
3に示すようにゲ−ト時間設定回路6、遅延回路7なら
びにゲ−ト8からなっている。同じ環境ノイズ信号がA
E信号検出部1とノイズ信号検出部2で時間差をもって
検出される場合を考慮して、ゲ−ト8を開いている時間
を設定するためにゲ−ト時間設定回路6を設け、AE信
号検出部1からの入力信号を遅延させるために遅延回路
7を配置している。DESCRIPTION OF THE PREFERRED EMBODIMENTS An apparatus for carrying out the present invention will be described with reference to FIG.
It is composed of an AE signal detection unit 1, a noise removal unit 4, and an abnormal signal generation time interval measurement unit 5. The AE signal detector 1 amplifies and filters the AE signal generated in the mechanical element and the environmental noise signal invading the AE signal, and converts all signals exceeding the threshold value into pulses. The noise removing section 4 comprises a noise signal detecting section 2 and a gate circuit 3. The sensor of the noise signal detector 2 is fixed at a position where the AE signal generated in the mechanical element does not propagate, and detects only the environmental noise signal. The noise signal detection unit 2 amplifies and filters the detected environmental noise signal and converts all noises exceeding the threshold value into pulses. Each time a pulse is input from the noise signal detection unit 2, the gate circuit 3 that connects the AE signal detection unit 1 and the abnormal signal generation time interval measurement unit 5 is opened to change the pulse input from the AE signal detection unit 1 to the abnormal signal generation time. It operates so as not to output to the interval measuring unit 5. In other words, the gate circuit 3
Is closed unless the environmental noise signal is detected by the noise removal unit 4, and sends the pulse input from the AE signal detection unit 1 to the abnormal signal generation time interval measurement unit 5. The gate circuit 3 comprises a gate time setting circuit 6, a delay circuit 7 and a gate 8 as shown in FIG. The same environmental noise signal is A
In consideration of the case where the E signal detecting section 1 and the noise signal detecting section 2 are detected with a time difference, a gate time setting circuit 6 is provided to set the time when the gate 8 is opened, and the AE signal detection is performed. A delay circuit 7 is arranged to delay the input signal from the unit 1.
【0007】ノイズ除去部4の動作タイミングの詳細を
図4に示す。通常ゲ−ト8は閉じていて、AE信号検出
部1からのパルス入力をそのまま異常信号発生時間間隔
測定部5へ出力する。ノイズ信号検出部2で環境ノイズ
信号が検出され、そこからパルスが入力するとゲ−ト8
が開いてAE信号検出部1に侵入してパルスに変換され
た信号を異常信号発生時間間隔測定部5へ出力しない。
図4の前半部は両検出部に環境ノイズ信号が同時に入っ
た場合である。AE信号検出部1のパルスが遅延回路7
で遅延されてゲ−ト8に達するがゲ−ト時間設定回路6
で遅延時間より長いゲ−ト時間を設定してゲ−ト8を開
くことによってノイズを除いている。The details of the operation timing of the noise removing section 4 are shown in FIG. Normally, the gate 8 is closed, and the pulse input from the AE signal detecting section 1 is output as it is to the abnormal signal occurrence time interval measuring section 5. When the noise signal detector 2 detects an environmental noise signal and a pulse is input from it, the gate 8
Does not output to the abnormal signal generation time interval measurement unit 5 the signal which has opened and entered the AE signal detection unit 1 and converted into a pulse.
The first half of FIG. 4 shows the case where the environmental noise signals are simultaneously input to both detection units. The pulse of the AE signal detector 1 is the delay circuit 7
The gate time setting circuit 6
Noise is removed by setting a gate time longer than the delay time and opening the gate 8.
【0008】したがって、環境ノイズ信号が両者に時間
差をもって侵入してもゲ−ト時間ならびに遅延時間を適
切に選択することによってノイズを除去することができ
る。又、図4の後半部はAE信号検出部1のみにAE信
号が入力された場合である。ノイズ信号検出部2に環境
ノイズ信号が入らないのでゲ−ト8は閉じていて、AE
信号検出部1からのパルス入力は遅延回路7で遅延され
るが、そのまま異常信号発生時間間隔測定部5へ出力さ
れる。Therefore, even if the environmental noise signal enters both of them with a time difference, the noise can be removed by appropriately selecting the gate time and the delay time. In the latter half of FIG. 4, the AE signal is input only to the AE signal detector 1. Since the environmental noise signal does not enter the noise signal detection unit 2, the gate 8 is closed and the AE
The pulse input from the signal detection unit 1 is delayed by the delay circuit 7, but is output to the abnormal signal generation time interval measurement unit 5 as it is.
【0009】[0009]
【発明の効果】本願発明によると、機械要素で発生する
AE信号を検出するAE信号検出部と、該AE信号検出
部に侵入してくる環境ノイズ信号のみを検出するノイズ
信号検出部を備え、検出された信号を増幅・ろ波し、し
きい値を超えるすべての信号をパルスに変換し、AE信
号検出部と異常信号発生時間間隔測定部を結ぶゲ−ト回
路を、ノイズ信号検出部からパルスが入力する度に開い
てAE信号検出部から異常信号発生時間間隔測定部へ出
力されるパルスを遮断し、異常と無関係なノイズを除去
し、異常信号のみを抽出する如くなっているので、AE
信号に類似した環境ノイズ信号を除去し、回転又は揺動
等の運動をする機械要素で発生するAE信号の異常信号
発生時間間隔に関する正確な分布パタ−ンを得て、信頼
性のある異常診断を行うことができる。According to the present invention, an AE signal detecting section for detecting an AE signal generated in a mechanical element and a noise signal detecting section for detecting only an environmental noise signal entering the AE signal detecting section are provided, From the noise signal detector, a gate circuit that amplifies and filters the detected signal, converts all signals that exceed the threshold value into pulses, and connects the AE signal detector and the abnormal signal occurrence time interval measurement unit Since the pulse that opens each time a pulse is input and is output from the AE signal detection unit to the abnormal signal occurrence time interval measurement unit is blocked, noise unrelated to the abnormality is removed, and only the abnormal signal is extracted, AE
Abnormal noise signal similar to the signal is removed, and an accurate distribution pattern regarding abnormal signal generation time intervals of AE signals generated by mechanical elements that move such as rotate or oscillate is obtained, and reliable abnormality diagnosis is performed. It can be performed.
【図1】異常信号発生時間間隔測定装置のブロック図で
ある。FIG. 1 is a block diagram of an abnormal signal generation time interval measuring device.
【図2】異常診断装置のブロック図である。FIG. 2 is a block diagram of an abnormality diagnosis device.
【図3】ゲ−ト回路のブロック図である。FIG. 3 is a block diagram of a gate circuit.
【図4】ノイズ除去部のタイミング図である。FIG. 4 is a timing diagram of a noise removing unit.
1 AE信号検出部 2 ノイズ信号検出部 3 ゲ−ト回路 4 ノイズ除去部 5 異常信号発生時間間隔測定部 6 ゲ−ト時間設定回路 7 遅延回路 8 ゲ−ト 1 AE signal detection unit 2 Noise signal detection unit 3 Gate circuit 4 Noise removal unit 5 Abnormal signal generation time interval measurement unit 6 Gate time setting circuit 7 Delay circuit 8 Gate
Claims (1)
AE信号検出部と、該AE信号検出部に侵入してくる環
境ノイズ信号のみを検出するノイズ信号検出部を備え、
検出された信号を増幅・ろ波し、しきい値を超えるすべ
ての信号をパルスに変換し、AE信号検出部と異常信号
発生時間間隔測定部を結ぶゲ−ト回路を、ノイズ信号検
出部からパルスが入力する度に開いてAE信号検出部か
ら異常信号発生時間間隔測定部へ出力されるパルスを遮
断し、異常と無関係なノイズを除去し、異常信号のみを
抽出する如くした機械要素の異常診断方法。1. An AE signal detecting section for detecting an AE signal generated in a mechanical element, and a noise signal detecting section for detecting only an environmental noise signal entering the AE signal detecting section,
From the noise signal detector, a gate circuit that amplifies and filters the detected signal, converts all signals that exceed the threshold value into pulses, and connects the AE signal detector and the abnormal signal occurrence time interval measurement unit Abnormality of the mechanical element that opens every time a pulse is input and cuts off the pulse output from the AE signal detection unit to the abnormal signal occurrence time interval measurement unit, removes noise unrelated to the abnormality, and extracts only the abnormal signal Diagnostic method.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP1950593A JPH073383B2 (en) | 1993-01-12 | 1993-01-12 | Machine element abnormality diagnosis method |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP1950593A JPH073383B2 (en) | 1993-01-12 | 1993-01-12 | Machine element abnormality diagnosis method |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| JPH06207884A JPH06207884A (en) | 1994-07-26 |
| JPH073383B2 true JPH073383B2 (en) | 1995-01-18 |
Family
ID=12001236
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP1950593A Expired - Lifetime JPH073383B2 (en) | 1993-01-12 | 1993-01-12 | Machine element abnormality diagnosis method |
Country Status (1)
| Country | Link |
|---|---|
| JP (1) | JPH073383B2 (en) |
Families Citing this family (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2004333200A (en) * | 2003-05-01 | 2004-11-25 | Nidec Copal Corp | Apparatus and method for determining abnormal sound and program |
| CN111323227A (en) * | 2020-01-03 | 2020-06-23 | 南昌航空大学 | Method for extracting fault features of aeroengine rotor |
-
1993
- 1993-01-12 JP JP1950593A patent/JPH073383B2/en not_active Expired - Lifetime
Also Published As
| Publication number | Publication date |
|---|---|
| JPH06207884A (en) | 1994-07-26 |
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