JPH0843257A - Method for diagnosing planetary gear - Google Patents

Method for diagnosing planetary gear

Info

Publication number
JPH0843257A
JPH0843257A JP6175274A JP17527494A JPH0843257A JP H0843257 A JPH0843257 A JP H0843257A JP 6175274 A JP6175274 A JP 6175274A JP 17527494 A JP17527494 A JP 17527494A JP H0843257 A JPH0843257 A JP H0843257A
Authority
JP
Japan
Prior art keywords
planetary gear
damage
specific frequency
planetary
type
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
JP6175274A
Other languages
Japanese (ja)
Other versions
JP3092453B2 (en
Inventor
Mitsumasa Yamazaki
光正 山崎
Nobuyuki Miyamoto
伸幸 宮本
Motohide Toda
元秀 戸田
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.)
Ube Corp
Original Assignee
Ube Industries 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 Ube Industries Ltd filed Critical Ube Industries Ltd
Priority to JP06175274A priority Critical patent/JP3092453B2/en
Publication of JPH0843257A publication Critical patent/JPH0843257A/en
Application granted granted Critical
Publication of JP3092453B2 publication Critical patent/JP3092453B2/en
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

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

Abstract

PURPOSE:To enable an unskilled person to easily identify the kind, part, and degree of the damage of a planetary gear mechanism at the time of diagnosing the kind and part of the damage of the mechanism by allowing the person to accurately detect the kind, part, and degree of the damage. CONSTITUTION:A vibration detecting section 54 which detects each specific frequency generated when each section of a planetary gear mechanism is rotated and a diagnosis processing section which automatically diagnoses the kind and part of each damage and each specific frequency by correlating them with each other based on a diagnostic rule, are provided near the planetary gear mechanism. The diagnosis processing section extracts the detecting signals of the specific frequency and higher-order frequencies detected by the detecting section 54 and calculates the values respectively corresponding to the initial values of the specific and higher-order frequencies and, when the corresponding values are higher than reference values, specifies the kind, part, and degree of the corresponding breakage and displays the name of the breakage.

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、遊星歯車の損傷の種
類,部位及び程度を診断する遊星歯車の診断方法に関す
る。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a method for diagnosing a planetary gear, which is for diagnosing the type, location and degree of damage to the planetary gear.

【0002】[0002]

【従来の技術】この種の診断方法に関するものとして
は、特開昭56−168518号公報及び特開昭56−
168519号公報に開示されている「太陽歯車の損傷
検知方法」がある。この検知方法は、稼働中のプラネタ
リ型遊星歯車機構の太陽歯車に発生した損傷を、かみ合
い音または振動を利用して検知する方法である。即ち、
遊星歯車の任意の公転角度に発生するかみ合い音または
振動を、遊星歯車の公転に同期した一定の間隔毎に検出
すると共に、検出した2種類の時系列信号からそれぞれ
所要個数の信号の相加平均を求め、相加平均から得た2
つの信号の成分比から、稼働中の遊星歯車機構の太陽歯
車に発生した損傷を検知する方法である。
2. Description of the Related Art Japanese Patent Application Laid-Open No. 168518/56 and Japanese Patent Application Laid-open No.
There is "a method for detecting damage to a sun gear" disclosed in Japanese Patent No. 168519. This detection method is a method of detecting damage generated in the sun gear of the planetary type planetary gear mechanism that is operating, by using meshing sound or vibration. That is,
The meshing noise or vibration occurring at any revolution angle of the planetary gear is detected at regular intervals synchronized with the revolution of the planetary gear, and the arithmetic mean of the required number of signals from each of the two types of detected time series signals is detected. 2 obtained from the arithmetic mean
It is a method to detect the damage generated in the sun gear of the planetary gear mechanism in operation from the component ratio of two signals.

【0003】[0003]

【発明が解決しようとする課題】従来の診断方法は、遊
星歯車の或公転角度に発生するかみ合い振動を公転に同
期した一定の間隔毎に検出して太陽歯車に発生した損傷
を検出しているため、損傷検出の範囲が狭く損傷範囲が
限定され、従って多数の部品により構成されるような装
置の損傷検出には多大な労力がかかるため、実機への適
用には不向きであるという問題があった。即ち、一般に
遊星歯車機構は構成部品が多く複雑であり、その損傷部
位も多岐に亘っているため、従来例のような損傷検出範
囲が狭い診断方法を適用しても損傷の種類や部位を的確
に特定することはできない。また、従来の診断方法で
は、遊星歯車機構の振動に関する知識が必要であり、従
って熟練者以外には損傷の種類や部位を判定できないと
いう問題もあった。さらに、かみ合い振動を検出する振
動用信号検出器の他に公転に同期した信号を検出するた
めの回転検出器が必要であり、診断装置がコストアップ
になるという問題があった。
The conventional diagnosis method detects damages occurring in the sun gear by detecting meshing vibrations occurring at a certain revolution angle of the planetary gear at regular intervals synchronized with the revolution. Therefore, the damage detection range is narrow and the damage range is limited. Therefore, it takes a lot of effort to detect the damage of the device composed of many parts, which is not suitable for the actual application. It was In other words, the planetary gear mechanism generally has many components and is complicated, and the damaged parts are also diverse.Therefore, even if a diagnostic method with a narrow damage detection range such as the conventional example is applied, the kind and the part of the damage can be accurately identified. Cannot be specified. Further, the conventional diagnostic method has a problem that knowledge of vibration of the planetary gear mechanism is required, and therefore only a skilled person can determine the type and site of damage. Further, in addition to the vibration signal detector for detecting meshing vibration, a rotation detector for detecting a signal synchronized with the revolution is required, which causes a problem of increasing the cost of the diagnostic device.

【0004】したがって本発明は、遊星歯車機構の損傷
の種類,部位及び程度を診断する場合に、損傷検出の範
囲を広く、かつ熟練者以外でも損傷の種類,部位及び程
度を判定可能とすると共に、診断装置を経済的に構成で
きる診断方法を提供することを目的とする。
Therefore, according to the present invention, when diagnosing the type, site and degree of damage of the planetary gear mechanism, the range of damage detection is wide and it is possible for non-experts to determine the type, site and degree of damage. It is an object of the present invention to provide a diagnostic method capable of economically configuring a diagnostic device.

【0005】[0005]

【課題を解決するための手段】このような課題を解決す
るために本発明は、遊星歯車機構の近傍にこの遊星歯車
機構の各部の回転動作に基づき発生する各特定周波数を
検出する振動検出部を設けると共に、遊星歯車機構の損
傷の種類及び部位と特定周波数とを診断ルールに基づき
関連づけて自動診断する診断処理部を設け、振動検出部
により検出された特定周波数及び高次周波数の検出信号
を抽出し、遊星減速機の保全状態が良好時の特定周波数
の初期値、及び高次周波数の初期値の各相対値を算出す
ると共に、診断ルールに基づき相対値が基準値を超えて
いると判定される場合に診断処理部において該当の特定
周波数から対応する損傷の種類及び部位を特定するよう
にした診断方法である。また、損傷の種類及び部位の名
称を表示するようにした診断処理方法である。
SUMMARY OF THE INVENTION In order to solve such a problem, the present invention provides a vibration detecting section for detecting each specific frequency generated in the vicinity of a planetary gear mechanism based on the rotating operation of each part of the planetary gear mechanism. With the provision of a diagnostic processing unit for automatically diagnosing the type and site of damage to the planetary gear mechanism and the specific frequency based on a diagnostic rule, the detection signals of the specific frequency and the higher frequency detected by the vibration detection unit are provided. Extract and calculate the relative value of the initial value of the specific frequency and the initial value of the higher order frequency when the maintenance condition of the planetary reducer is good, and determine that the relative value exceeds the reference value based on the diagnostic rule. In this case, the diagnostic processing unit identifies the type and site of the corresponding damage from the corresponding specific frequency. Further, it is a diagnostic processing method in which the type of damage and the name of the site are displayed.

【0006】[0006]

【作用】従って、遊星歯車機構の損傷の種類及び部位を
診断する場合、各損傷の種類及び部位を的確に診断で
き、また回転検出器が不要となることから、診断装置を
経済的に構成できる。また、損傷の種類及び部位が表示
されることから、熟練者以外でも損傷の種類,部位及び
程度を容易に判定することができる。
Therefore, when diagnosing the type and site of damage to the planetary gear mechanism, the type and site of each damage can be accurately diagnosed, and the rotation detector is not required, so that the diagnostic device can be economically constructed. . In addition, since the type and site of damage are displayed, even a non-expert can easily determine the type, site and degree of damage.

【0007】[0007]

【実施例】以下、本発明について図面を参照して説明す
る。図1は遊星減速機の断面を模式的に示す図であり、
2段の遊星減速機構により構成される例を示している。
同図において、1段目の遊星減速機構は、入力軸11、
入力軸11に固定される太陽歯車12、太陽歯車12と
噛み合って太陽歯車12の周囲を公転する複数の遊星歯
車13、装置に固定され遊星歯車13と噛み合う内歯車
14、遊星歯車13の公転を出力軸15に伝達するスパ
イダー16から構成される。
DESCRIPTION OF THE PREFERRED EMBODIMENTS The present invention will be described below with reference to the drawings. FIG. 1 is a diagram schematically showing a cross section of a planetary speed reducer,
An example of a two-stage planetary speed reduction mechanism is shown.
In the figure, the planetary reduction mechanism of the first stage is the input shaft 11,
The sun gear 12 fixed to the input shaft 11, the plurality of planetary gears 13 meshing with the sun gear 12 and revolving around the sun gear 12, the inner gear 14 fixed to the device and meshing with the planetary gear 13, and the planetary gear 13 revolving. It is composed of a spider 16 that transmits to the output shaft 15.

【0008】また、2段目の遊星歯車機構も同様に、入
力軸21、入力軸21に固定される太陽歯車22、太陽
歯車22と噛み合って太陽歯車22の周囲を公転する複
数の遊星歯車23、装置に固定され遊星歯車23と噛み
合う内歯車24、遊星歯車23の公転を出力軸25に伝
達するスパイダー26から構成される。そして1段目の
出力軸15の回転は、カップリング機構20により2段
目の入力軸21へ伝達される。なお、1段目及び2段目
の各遊星歯車機構部の各歯車は、図示省略したころがり
軸受またはすべり軸受により支持されている。
Similarly, the second stage planetary gear mechanism also has an input shaft 21, a sun gear 22 fixed to the input shaft 21, and a plurality of planet gears 23 that mesh with the sun gear 22 and revolve around the sun gear 22. The internal gear 24 fixed to the device meshes with the planetary gear 23, and the spider 26 that transmits the revolution of the planetary gear 23 to the output shaft 25. Then, the rotation of the output shaft 15 of the first stage is transmitted to the input shaft 21 of the second stage by the coupling mechanism 20. The gears of the first and second planetary gear mechanism units are supported by rolling bearings or sliding bearings (not shown).

【0009】次に図2は、この遊星減速機の原理を模式
的に示す図である。図2を用いこの遊星減速機の減速動
作の原理を説明する。図2において、1段目の入力軸1
1が回転すると、これに固定接続される太陽歯車12も
これと同方向、即ち、図中時計方向に回転するものとす
る。すると、太陽歯車12及び内歯車14とそれぞれ噛
み合う各遊星歯車13A〜13Cは、各々反時計方向に
回転すると共に、内歯車14が装置に固定されているこ
とから図中点線の矢印で示す方向に回転する。即ち、遊
星歯車は自転しながら太陽歯車12の周りを公転する。
Next, FIG. 2 is a diagram schematically showing the principle of this planetary speed reducer. The principle of deceleration operation of this planetary speed reducer will be described with reference to FIG. In FIG. 2, the input shaft 1 of the first stage
When 1 rotates, the sun gear 12 fixedly connected thereto also rotates in the same direction, that is, in the clockwise direction in the figure. Then, the planetary gears 13A to 13C meshing with the sun gear 12 and the internal gear 14 respectively rotate counterclockwise, and since the internal gear 14 is fixed to the device, the planetary gears 13A to 13C move in the directions indicated by the dotted arrows in the figure. Rotate. That is, the planetary gear revolves around the sun gear 12 while rotating on its axis.

【0010】この遊星歯車13の公転回転数は、太陽歯
車12の回転数に対して減速され、この減速された公転
運動はスパイダー16を介して出力軸15へ伝達され
る。そして、カップリング機構部20を介して2段目の
遊星機構部の入力軸21へ伝達され、2段目の遊星機構
部により同様にさらに減速されて、減速された回転出力
が出力軸25から得られるものとなっている。
The revolution speed of the planetary gear 13 is reduced with respect to the revolution speed of the sun gear 12, and the reduced revolution movement is transmitted to the output shaft 15 via the spider 16. Then, it is transmitted to the input shaft 21 of the planetary gear unit of the second stage via the coupling mechanism unit 20, and is further decelerated in the same manner by the planetary gear unit of the second stage, and the decelerated rotation output is output from the output shaft 25. It has been obtained.

【0011】このような遊星減速機は、他の回転機械に
比べてその構成が非常に複雑なものである。従って異常
が発生した場合は、装置の運転を停止して装置の各部を
取り外し異常箇所を調査しなければならないことから、
運転中に異常箇所の診断が可能な診断システムの開発が
要望されている。そこで本発明は、遊星減速機の運転中
には遊星減速機の各部が設備諸元に対応して機構及び運
動学的に定まる固有の振動を発生することに着目して、
遊星減速機の近傍に後述する振動検出部を配設し、得ら
れた振動信号から特定周波数スペクトルと呼称される各
部の各固有振動数スペクトルを解析して遊星減速機の損
傷の種類,部位及び程度を診断できるようにする。
Such a planetary speed reducer has a very complicated structure as compared with other rotary machines. Therefore, if an abnormality occurs, it is necessary to stop the operation of the device and remove each part of the device to investigate the abnormal part,
There is a demand for the development of a diagnostic system capable of diagnosing abnormal points during operation. Therefore, the present invention focuses on the fact that each part of the planetary gear reducer generates an inherent vibration that is mechanically and kinematically determined in correspondence with equipment specifications during operation of the planetary gear reducer.
A vibration detection unit, which will be described later, is arranged in the vicinity of the planetary speed reducer, and each natural frequency spectrum of each part called a specific frequency spectrum is analyzed from the obtained vibration signal to analyze the damage type, part and To be able to diagnose the degree.

【0012】次に、上記遊星減速機1段目の各部位に発
生する各特定周波数は、以下の式(1)〜(8)で求め
ることができる即ち、上記遊星減速機の入力軸11の回
転数をn(rpm) とすると、入力軸11の回転周波数(特
定周波数)friは、式(1)のように表すことができ
る。 fri=n/60[Hz] (1) また、太陽歯車12の歯数をZS、遊星歯車13の歯数
をZP、内歯車14の歯数をZR、及び、太陽歯車12
の回転周波数(一段太陽歯車12;1段目の場合は入力
軸11の回転数と同様)をfrsとすると、遊星歯車1
3の自転周波数(特定周波数)frpは、式(2)で表
せる。 frp=frs・ZS・ZR/(ZS+ZR)ZP[Hz] (2)
Next, each specific frequency generated in each part of the first stage of the planetary speed reducer can be obtained by the following equations (1) to (8), that is, the input shaft 11 of the planetary speed reducer. When the number of rotations is n (rpm), the rotation frequency (specific frequency) fr of the input shaft 11 can be expressed as in Expression (1). fr = n / 60 [Hz] (1) Further, the number of teeth of the sun gear 12 is ZS, the number of teeth of the planetary gear 13 is ZP, the number of teeth of the internal gear 14 is ZR, and the sun gear 12
Let frs be the rotation frequency of the first stage sun gear 12 (the same as the rotation speed of the input shaft 11 in the case of the first stage).
The rotation frequency (specific frequency) frp of 3 can be expressed by equation (2). frp = frs.ZS.ZR / (ZS + ZR) ZP [Hz] (2)

【0013】また、遊星歯車13の公転周波数(特定周
波数)froは、式(3)で表わすことができる。 fro=frs・ZS/(ZS+ZR)[Hz] (3) また、太陽歯車12の一点が1個の遊星歯車13と接触
する基本周波数(特定周波数)fisは、式(4)で表
わすことができる。 fis=frs(ZS+2ZP)/2(ZS+ZP)[Hz] (4) また、遊星歯車13の一点が太陽歯車12または内歯車
14と接触する基本周波数(特定周波数)fbpは、式
(5)で表わすことができる。 fbp=frs・ZS(ZS+2ZP)/ZP(ZS+ZP)[Hz] (5)
The revolution frequency (specific frequency) fr of the planetary gear 13 can be expressed by the equation (3). fro = frs · ZS / (ZS + ZR) [Hz] (3) Further, the fundamental frequency (specific frequency) fis at which one point of the sun gear 12 contacts one planetary gear 13 can be expressed by the equation (4). . fis = frs (ZS + 2ZP) / 2 (ZS + ZP) [Hz] (4) Further, the basic frequency (specific frequency) fbp at which one point of the planetary gear 13 comes into contact with the sun gear 12 or the internal gear 14 is represented by the formula (5). be able to. fbp = frs.ZS (ZS + 2ZP) / ZP (ZS + ZP) [Hz] (5)

【0014】また、内歯車14の一点が一個の遊星歯車
13と接触する基本周波数(特定周波数)foは、式
(6)で表わすことができる。 fo=frs・ZS/(ZS+ZR)[Hz] (6) さらに、太陽歯車12と遊星歯車13との噛み合い周波
数(特定周波数)、または遊星歯車13と内歯車14の
噛み合い周波数(特定周波数)fgmは、式(7)で表
わすことができる。 fgm=ZS・fis[Hz] (7) なお、2段目の入力軸21の回転周波数fri(2段
目)は、遊星歯車13の公転周波数froと等しく、従
って式(8)のように表せ、2段目以降の各段毎の各特
定周波数は式(2)〜(8)により同様の計算で求める
ことができる。 fri(2段目)=fro[Hz] (8)
The basic frequency (specific frequency) fo at which one point of the internal gear 14 contacts one planetary gear 13 can be expressed by the equation (6). fo = frs · ZS / (ZS + ZR) [Hz] (6) Further, the meshing frequency (specific frequency) between the sun gear 12 and the planetary gear 13 or the meshing frequency (specific frequency) fgm between the planetary gear 13 and the internal gear 14 is , Can be expressed by equation (7). fgm = ZS · fis [Hz] (7) The rotation frequency fr of the input shaft 21 at the second stage (second stage) is equal to the revolution frequency fro of the planetary gear 13, and therefore can be expressed as in equation (8). Each specific frequency in each of the second and subsequent stages can be obtained by the same calculation using the equations (2) to (8). fr i (2nd stage) = fr [Hz] (8)

【0015】本発明では、このような各演算式で演算さ
れる各特定周波数のスペクトルを、遊星減速機の保全状
態が良好時に対応するものとして振動検出部より検出し
て特定周波数の初期値とすると共に、この初期値と振動
検出部により次回以降に検出される特定周波数スペクト
ルの検出信号とを比較し、その大小の程度により遊星減
速機の各損傷の種類及び部位を特定できるようにする。
次に図3は、本発明の診断方法を適用した異常診断シス
テムの系統図である。同図において、51は設備諸元入
力部、52は分析条件設定部、53は分析条件記憶部、
54は振動検出部、55は増幅器、56は信号処理部、
57はA/D変換器である。また、58はデジタル周波
数分析部、59は時系列データ演算部、60は時系列特
徴マトリクス記憶部、61は時系列異常徴候マトリクス
形成部、62は異常徴候マトリクス記憶部、64は初期
値スペクトル記憶部、65は制御部、66は診断判定ル
ール設定部、67は診断判定ルール記憶部である。
According to the present invention, the spectrum of each specific frequency calculated by each of the above arithmetic expressions is detected by the vibration detecting unit as the initial value of the specific frequency as the one corresponding to the time when the maintenance condition of the planetary speed reducer is in good condition. At the same time, the initial value is compared with the detection signal of the specific frequency spectrum detected by the vibration detection unit from the next time onward, and the type and site of each damage of the planetary speed reducer can be specified according to the magnitude.
Next, FIG. 3 is a system diagram of an abnormality diagnosis system to which the diagnosis method of the present invention is applied. In the figure, 51 is an equipment specification input unit, 52 is an analysis condition setting unit, 53 is an analysis condition storage unit,
54 is a vibration detector, 55 is an amplifier, 56 is a signal processor,
57 is an A / D converter. Further, 58 is a digital frequency analysis unit, 59 is a time series data calculation unit, 60 is a time series feature matrix storage unit, 61 is a time series abnormality sign matrix formation unit, 62 is an abnormality sign matrix storage unit, and 64 is an initial value spectrum storage unit. Reference numeral 65 is a control unit, 66 is a diagnostic determination rule setting unit, and 67 is a diagnostic determination rule storage unit.

【0016】ここで、設備諸元入力部51は、診断の対
象となる遊星減速機の各歯車の歯数等の回転要素や軸受
の仕様等で示される設備諸元を入力する。分析条件設定
部52は、振動,回転数等の検出信号の種類と検出位
置,信号処理の種類,分析周波数帯域,遊星減速機の各
種の異常に対応する周波数等の信号分析を自動的に実施
するための条件及び方法を規定するデータを設定し、分
析条件記憶部53でこれらのデータを記憶する。
Here, the equipment specification input section 51 inputs equipment specifications indicated by specifications of rotating elements such as the number of teeth of each gear of the planetary speed reducer to be diagnosed and specifications of bearings. The analysis condition setting unit 52 automatically performs signal analysis such as types and detection positions of detection signals such as vibration and rotation speed, types of signal processing, analysis frequency band, frequencies corresponding to various abnormalities of the planetary speed reducer. The data defining the conditions and the method for performing is set, and these data are stored in the analysis condition storage unit 53.

【0017】また、振動検出部54は、上述したように
遊星減速機の各部から発生する振動を検出する。そし
て、増幅器55でこれを増幅したうえ、信号処理部56
でフィルタリング等の信号処理を行い、さらにA/D変
換器57でデジタルに変換してデジタル周波数分析部5
8に与える。デジタル周波数分析部58では周波数分析
を行い、得られた特定周波数及びその高次周波数からな
る周波数スペクトルを時系列データ演算部59に与え
る。一方、初期値スペクトル記憶部64には、遊星減速
機の保全状態が良好時の特定周波数及び高次周波数の周
波数スペクトルがベースラインデータの初期値として予
め記憶されており、このデータは、時系列データ演算部
59に与えられる。時系列データ演算部59では遊星減
速機の各種異常に対応する時系列的特徴量を演算し、こ
れを時系列特徴マトリクス記憶部60に記憶させる。
Further, the vibration detector 54 detects the vibration generated from each part of the planetary speed reducer as described above. Then, the signal is processed by the signal processing unit 56 after being amplified by the amplifier 55.
Signal processing such as filtering is performed by the digital frequency analysis unit 5 by the A / D converter 57.
Give to eight. The digital frequency analysis unit 58 performs frequency analysis, and supplies the obtained frequency spectrum and the higher-order frequency spectrum to the time-series data calculation unit 59. On the other hand, in the initial value spectrum storage unit 64, the frequency spectra of the specific frequency and the higher order frequency when the planetary speed reducer is in a good maintenance state are stored in advance as the initial value of the baseline data, and this data is stored in time series. It is given to the data calculation unit 59. The time-series data calculation unit 59 calculates a time-series feature amount corresponding to various abnormalities of the planetary speed reducer, and stores this in the time-series feature matrix storage unit 60.

【0018】表1はこのような時系列マトリクスの構造
の一例を示すもので、上述した特定周波数及び高次周波
数に該当する時系列の各データを示し、表1中、S0(i)
は初期値スペクトル、R(i,1) ,R(i,2) は後述する時
系列的相対スペクトル比である。
Table 1 shows an example of the structure of such a time-series matrix, and shows each time-series data corresponding to the above-mentioned specific frequency and higher order frequency. In Table 1, S 0 (i)
Is an initial value spectrum, and R (i, 1) and R (i, 2) are time-sequential relative spectral ratios described later.

【0019】[0019]

【表1】 [Table 1]

【0020】ところで、時系列異常徴候形成部61は、
分析条件記憶部53に記憶される後述の基準値群を用い
て異常徴候が一定水準以上に進展したデータのみを抽出
し、その抽出データに異常の種類,部位と異常に対応す
る特定周波数スペクトルとの相互関連情報を付加して異
常徴候マトリクスを形成する。そして形成された異常徴
候マトリクスは異常徴候マトリクス記憶部62に記憶さ
れる。診断判定部63は、異常徴候マトリクスに対し、
診断判定ルール設定部66により設定され診断判定ルー
ル記憶部67に記憶されている診断判定ルールを適用
し、異常の種類,部位及び異常の程度や残存寿命等を診
断判定し表示出力する。なお、制御部65は上述した一
連の診断プロセスを自動的に実行制御する機能を有して
いる。
By the way, the time series abnormality sign forming section 61 is
Using the below-mentioned reference value group stored in the analysis condition storage unit 53, only the data in which the abnormality sign has progressed to a certain level or more is extracted, and the extracted data includes the type of abnormality, the site, and the specific frequency spectrum corresponding to the abnormality. To form an abnormal symptom matrix. Then, the formed abnormal sign matrix is stored in the abnormal sign matrix storage unit 62. The diagnosis determination unit 63, for the abnormality sign matrix,
By applying the diagnosis determination rule set by the diagnosis determination rule setting unit 66 and stored in the diagnosis determination rule storage unit 67, the type of the abnormality, the site, the degree of the abnormality, the remaining life, etc. are determined and displayed. The control unit 65 has a function of automatically executing and controlling the series of diagnostic processes described above.

【0021】次に、以上のように構成された本診断シス
テムの基本的な診断方法について上表を用いて説明す
る。時系列データ演算部59は、図4(a)に示す初期
値スペクトルS0(i)と、デジタル周波数分析部58で得
られた図4(b)に示す時系列スペクトルS(i,j)とか
ら、時系列的相対スペクトル比R(i,j) =S(i,j) /S
0(i)となる異常に対応するスペクトル成分や、スペクト
ルの特徴を表現する指標についての時系列的相対値等の
時系列的特徴量を演算し、時系列特徴マトリクスを形成
する。一方分析条件記憶部53には、この遊星減速機の
異常に対応する振動の特定周波数や異常の進展の程度を
判定する基準値L(i) が、各減速機毎、振動測定点毎、
振動の信号処理条件毎、及び、異常の種類毎に設定され
ている。
Next, a basic diagnosis method of the diagnosis system having the above structure will be described with reference to the above table. The time series data calculation unit 59 includes the initial value spectrum S 0 (i) shown in FIG. 4A and the time series spectrum S (i, j) shown in FIG. 4B obtained by the digital frequency analysis unit 58. From the time series relative spectral ratio R (i, j) = S (i, j) / S
A time-series feature amount such as a time-series relative value of a spectrum component corresponding to an abnormality of 0 (i) or an index expressing the feature of the spectrum is calculated to form a time-series feature matrix. On the other hand, in the analysis condition storage unit 53, the reference frequency L (i) for determining the specific frequency of vibration corresponding to the abnormality of the planetary speed reducer or the degree of progress of the abnormality is calculated for each speed reducer and for each vibration measurement point.
It is set for each vibration signal processing condition and each type of abnormality.

【0022】時系列異常徴候マトリクス形成部61は、
ここでR(i,j) >L(i) なる関係に基づいて異常の徴候
が進展したか否かを判定し、一定の水準以上に異常徴候
が進展したデータに対し、異常の種類、部位と異常に対
応する特定周波数スペクトルとの相互関連情報を付加し
て表2及び表3に示すような異常徴候マトリクスを形成
する。
The time series abnormality sign matrix forming section 61 is
Here, it is determined whether or not the abnormal sign has progressed based on the relationship of R (i, j)> L (i), and the abnormal type and region are determined for the data in which the abnormal sign has progressed above a certain level. And the specific frequency spectrum corresponding to the anomaly are added to form the anomaly symptom matrix as shown in Tables 2 and 3.

【0023】[0023]

【表2】 [Table 2]

【0024】[0024]

【表3】 [Table 3]

【0025】ここで、上記の各表において、kはデータ
区分に付した一連の番号であり、データ区分は一定の水
準以上に異常が進展した特定周波数スペクトルを表す指
標、または一定水準以上に増加した異常の進展を示す指
標である。また、診断属性はデータ区分に対応する機械
要素や振動測定点との関係を示す指標であり、診断変数
Lは異常の診断判定を行う際に必要となる診断情報の種
類を示す指標である。また、適用診断ルールはデータ区
分に関係する全ての異常の種類を表し、時系列相対スペ
クトル比R(R)はデータ区分に関係する時系列相対ス
ペクトル比または異常の進展を示す指標の初期値に対す
る相対比である。
Here, in each of the above tables, k is a series of numbers assigned to data sections, and the data sections are indices indicating a specific frequency spectrum in which an abnormality has progressed above a certain level, or increased above a certain level. It is an index showing the progress of the abnormalities caused. Further, the diagnostic attribute is an index indicating the relationship with the mechanical element or vibration measurement point corresponding to the data section, and the diagnostic variable L is an index indicating the type of diagnostic information required when making a diagnostic determination of abnormality. In addition, the applied diagnostic rule represents all types of abnormalities related to the data division, and the time-series relative spectral ratio R (R) is relative to the initial value of the time-series relative spectral ratio related to the data division or the index indicating the progress of the abnormality. It is a relative ratio.

【0026】以上のように異常徴候マトリクスが形成さ
れると、診断判定部63は、異常の種類、部位を診断判
定する場合、診断変数LとしてR(R)を用い、診断判
定ルールで必要とされる全ての変数Vに下記のような値
を設定する。 ただし、V(N)=S(N=L) V(N)=M(N=L) V(N)=W(N≠L) ここで、上記各式においてはS>M>Wの関係を有する
ものとする。即ち、Sは当該診断データに関する異常進
展の程度が大のもの、Mは異常進展程度が中のもの、W
は異常進展程度が小のものを示す。
When the abnormality symptom matrix is formed as described above, the diagnosis judgment unit 63 uses R (R) as the diagnosis variable L in the diagnosis judgment rule when making a diagnosis judgment of the kind and site of the abnormality. The following values are set for all variables V to be set. However, V (N) = S (N = L) V (N) = M (N = L) V (N) = W (N ≠ L) where S>M> W in the above equations Shall have. That is, S has a large degree of abnormal development related to the diagnostic data, M has a medium degree of abnormal development, W
Indicates that the degree of abnormal development is small.

【0027】このように構成することにより、異常の種
類を診断する診断ルールは表2及び表3から、 IF(A01) :[(V(1) ≧M)AND(V(2) ≧M)AND (V(3) ≧M)AND(V(4) ≧M)AND (V(5) ≧M)AND(V(6) ≧M)] のとき、異常タイプA01 ELSE(A02) :[(V(1) ≧M)AND(V(2) ≧M)AND (V(24) ≧M)AND(V(25) ≧M)] のとき、異常タイプA02 ELSE(A03) :[(V(2) ≧M)AND(V(4) ≧M)AND (V(6) ≧M)] のとき、異常タイプA03
With this configuration, the diagnostic rules for diagnosing the type of abnormality are shown in Table 2 and Table 3 as follows: IF (A01): [(V (1) ≧ M) AND (V (2) ≧ M) AND (V (3) ≧ M) AND (V (4) ≧ M) AND (V (5) ≧ M) AND (V (6) ≧ M)], the error type A01 ELSE (A02): [( V (1) ≧ M) AND (V (2) ≧ M) AND (V (24) ≧ M) AND (V (25) ≧ M)], the error type A02 ELSE (A03): [(V ( 2) ≧ M) AND (V (4) ≧ M) AND (V (6) ≧ M)], the error type A03

【0028】 ELSE(A04) :[(V(2) ≧M)AND(V(4) ≧M)] のとき、異常タイプA04 ELSE(A05) :[(V(4) ≧M)] のとき、異常タイプA05 ELSE(A06) :[(V(2) ≧M)] のとき、異常タイプA06 ELSE(B01) :[(V(20) ≧M)OR(V(21) ≧M)OR (V(23) ≧M)] のとき、異常タイプB01 と表すことができ、従って単純な構造のものとすること
が可能になるため、単純な処理により診断判定が可能に
なる。
When ELSE (A04): [(V (2) ≥M) AND (V (4) ≥M)], when abnormality type A04 ELSE (A05): [(V (4) ≥M)] , Abnormality type A05 ELSE (A06): [(V (2) ≥M)], abnormality type A06 ELSE (B01): [(V (20) ≥M) OR (V (21) ≥M) OR ( V (23) ≧ M)], it can be expressed as an abnormality type B01, and therefore, a simple structure can be obtained, so that a diagnosis determination can be made by a simple process.

【0029】以下に示す表4〜表7は、上述の異常診断
システムにより遊星歯車機構の損傷を診断した場合に、
診断可能な遊星歯車機構の代表損傷名称及び各損傷部位
・その損傷名称を示すものである。
The following Tables 4 to 7 show the following when damage to the planetary gear mechanism is diagnosed by the above abnormality diagnosis system:
It shows a representative damage name of the planetary gear mechanism that can be diagnosed, each damaged portion, and its damage name.

【0030】[0030]

【表4】 [Table 4]

【0031】[0031]

【表5】 [Table 5]

【0032】即ち例えば、遊星歯車の片歯面の損傷の場
合は、この損傷部位を有する遊星歯車が、太陽歯車また
は内歯車の何れかに噛み合った時には式(9)に示す振
動周波数を発生する。従ってこの場合は、表6の区分1
3に示す部位を損傷部位として特定することができる。 f=fbp/2[Hz] (9)
That is, for example, in the case where one tooth surface of the planetary gear is damaged, when the planetary gear having this damaged portion meshes with either the sun gear or the internal gear, the vibration frequency shown in equation (9) is generated. . Therefore, in this case, Category 1 in Table 6
The site shown in 3 can be specified as the damaged site. f = fbp / 2 [Hz] (9)

【0033】また、遊星歯車の両面の歯が欠けて損傷と
なった場合は、この損傷部位を有する遊星歯車は、太陽
歯車と内歯車との双方の噛み合った時に、式(10)に
示す振動周波数を発生する。従ってこの場合は、表4の
区分5または表6の区分18に示す遊星歯車の局所異常
として特定することができる。 f=fbp[Hz] (10) 以下、同様な方法で表4〜表7に示す損傷の種類,部位
及び程度を判定することができる。
Further, when the teeth on both sides of the planetary gear are chipped and damaged, the planetary gear having the damaged portion is vibrated as shown in equation (10) when the sun gear and the internal gear mesh with each other. Generate frequency. Therefore, in this case, it can be specified as a local abnormality of the planetary gears shown in the section 5 of Table 4 or the section 18 of Table 6. f = fbp [Hz] (10) Hereinafter, the type, site and degree of damage shown in Tables 4 to 7 can be determined by the same method.

【0034】[0034]

【発明の効果】以上説明したように本発明によれば、遊
星歯車機構の近傍にこの遊星歯車機構の各部の回転動作
に基づき発生する各特定周波数を検出する振動検出部を
設けると共に、遊星歯車機構の損傷の種類及び部位と特
定周波数とを診断ルールに基づき関連づけて自動診断す
る診断処理部を設け、振動検出部により検出された特定
周波数及び高次周波数の検出信号を抽出し、検出された
特定周波数の初期値、及び高次周波数の初期値の各相対
値を算出すると共に、診断ルールにより相対値が基準値
を超えていると判定される場合に診断処理部において該
当の特定周波数から対応する損傷の種類,部位及び程度
を特定するようにしたので、遊星歯車機構が運転中にも
その損傷の種類,部位及び程度を的確に診断でき、また
診断の際には回転検出器が不要となることから診断装置
を経済的に構成できるという効果がある。また、損傷部
位の種類,部位及び程度の名称を表示するようにしたの
で、熟練者以外でも損傷の種類,部位及び程度を容易に
判定することができる。
As described above, according to the present invention, a vibration detecting unit for detecting each specific frequency generated based on the rotation operation of each part of the planetary gear mechanism is provided in the vicinity of the planetary gear mechanism, and the planetary gear mechanism is provided. A diagnostic processing unit that automatically diagnoses by associating the type and site of damage of the mechanism with a specific frequency based on a diagnostic rule is provided, and the detection signals of the specific frequency and higher order frequency detected by the vibration detection unit are extracted and detected. The relative value of the initial value of the specific frequency and the initial value of the higher order frequency are calculated, and when the relative value is determined by the diagnostic rule to exceed the reference value, the diagnostic processing unit handles it from the corresponding specific frequency. Since the type, part and degree of damage to be specified are specified, the type, part and degree of damage can be accurately diagnosed even during operation of the planetary gear mechanism, and rotation is performed during diagnosis. There is an effect that output device can be economically configure diagnostic device because it is unnecessary. Further, since the names of the types, parts and degrees of the damaged parts are displayed, it is possible for a person other than an expert to easily determine the kind, part and degree of the damage.

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

【図1】遊星減速機の断面を模式的に示す図である。FIG. 1 is a diagram schematically showing a cross section of a planetary speed reducer.

【図2】遊星減速機の動作を模式的に示す図である。FIG. 2 is a diagram schematically showing an operation of the planetary speed reducer.

【図3】本発明に係る遊星歯車の診断方法を適用した診
断システムの構成を示すブロック図である。
FIG. 3 is a block diagram showing the configuration of a diagnostic system to which the diagnostic method for planetary gears according to the present invention is applied.

【図4】スペクトル成分値と周波数との関係を示す図で
ある。
FIG. 4 is a diagram showing a relationship between spectral component values and frequencies.

【符号の説明】[Explanation of symbols]

11,21…入力軸、12,22…太陽歯車、13,2
3…遊星歯車、14,24…内歯車、15,25…出力
軸、16,26…スパイダー、20…カップリング機
構、51…設備諸元入力部、52…分析条件設定部、5
4…振動検出部、56…信号処理部、58…デジタル周
波数分析部、59…時系列データ演算部、61…時系列
異常徴候特徴マトリクス形成部、63…診断判定部、6
4…初期値スペクトル記憶部、66…診断判定ルール設
定部。
11, 21 ... Input shaft, 12, 22 ... Sun gear, 13, 2
3 ... Planetary gears, 14, 24 ... Internal gears, 15, 25 ... Output shaft, 16, 26 ... Spider, 20 ... Coupling mechanism, 51 ... Equipment specification input section, 52 ... Analysis condition setting section, 5
4 ... Vibration detection unit, 56 ... Signal processing unit, 58 ... Digital frequency analysis unit, 59 ... Time-series data calculation unit, 61 ... Time-series abnormality sign feature matrix formation unit, 63 ... Diagnosis determination unit, 6
4 ... Initial value spectrum storage unit, 66 ... Diagnostic judgment rule setting unit.

Claims (2)

【特許請求の範囲】[Claims] 【請求項1】 入力軸の回転に連動して回転する太陽歯
車、固定配設される内歯車、及び前記太陽歯車及び内歯
車に噛み合って自転すると共に前記太陽歯車の周りを公
転しこの公転による回転を出力軸を介して次段の入力軸
へ伝達する遊星歯車等からなる遊星歯車機構の損傷の種
類,部位及び程度を診断する診断方法において、 前記遊星歯車機構の近傍にこの遊星歯車機構の各部の回
転動作に基づき発生する各特定周波数を検出する振動検
出部を備えると共に、前記遊星歯車機構の損傷の種類及
び部位と前記特定周波数とを診断ルールに基づき関連づ
けて自動診断する診断処理部を備え、前記振動検出部に
より検出された特定周波数及び高次周波数の検出信号を
抽出し、遊星減速機の保全状態が良好時の特定周波数の
初期値、及び高次周波数の初期値の各相対値を算出する
と共に、前記診断ルールに基づき相対値が基準値を超え
ていると判断される場合に前記診断処理部において該当
の特定周波数から対応する損傷の種類,部位及び程度を
特定することを特徴とする遊星歯車の診断方法。
1. A sun gear that rotates in association with the rotation of an input shaft, an internal gear that is fixedly arranged, and a sun gear that meshes with the sun gear and the internal gear to rotate and revolves around the sun gear. In a diagnostic method for diagnosing the type, part and degree of damage of a planetary gear mechanism including a planetary gear that transmits rotation to an input shaft of a next stage through an output shaft, a planetary gear mechanism near the planetary gear mechanism is provided. A diagnostic processing unit that includes a vibration detection unit that detects each specific frequency generated based on the rotation operation of each unit, and that automatically diagnoses by associating the specific frequency with the type and site of damage of the planetary gear mechanism based on a diagnostic rule. The detection signal of the specific frequency and the higher order frequency detected by the vibration detection unit is extracted, and the initial value of the specific frequency when the maintenance condition of the planetary speed reducer is good, and the higher order frequency While calculating each relative value of the initial value, when the relative value is judged to exceed the reference value based on the diagnosis rule, the type, site and degree of damage corresponding to the specific frequency in the diagnosis processing unit. A method for diagnosing a planetary gear, which comprises:
【請求項2】 請求項1記載の遊星歯車の診断方法にお
いて、 前記損傷の種類,部位及び程度の名称を表示することを
特徴とする遊星歯車の診断方法。
2. The method for diagnosing a planetary gear according to claim 1, wherein the name of the type, site and degree of the damage is displayed.
JP06175274A 1994-07-27 1994-07-27 Diagnosis method of planetary gear mechanism Expired - Lifetime JP3092453B2 (en)

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Application Number Priority Date Filing Date Title
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Publication Number Publication Date
JPH0843257A true JPH0843257A (en) 1996-02-16
JP3092453B2 JP3092453B2 (en) 2000-09-25

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Cited By (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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KR101492088B1 (en) * 2013-11-21 2015-02-10 이선휘 Method For Fault Detection And Fault Diagnosis Of Planet Gear System
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JPH10556A (en) * 1996-06-10 1998-01-06 Okamoto Kosaku Kikai Seisakusho:Kk Grinding wheel truing time judgement method and its device, grinding wheel truing result judgement method and its device, and grinding wheel automatic truing device
JP2003207389A (en) * 2002-01-11 2003-07-25 Denso Corp Vibration wave determination apparatus
WO2004065927A1 (en) * 2003-01-24 2004-08-05 The Commonwealth Of Australia As Represented By The Defence Science And Technology Organisation Of The Department Of Defence, An Australian Organisation Being Part Of The Australian Dept. Of Defense Synchronous averaging of epicyclic sun gear vibration
JP2007298458A (en) * 2006-05-02 2007-11-15 Ntn Corp Dynamic analytical method for rolling bearing under planetary motion
JP2008032477A (en) * 2006-07-27 2008-02-14 Fanuc Ltd Method and device for diagnosing reducer failure
KR101492088B1 (en) * 2013-11-21 2015-02-10 이선휘 Method For Fault Detection And Fault Diagnosis Of Planet Gear System
WO2015076518A1 (en) * 2013-11-21 2015-05-28 이선휘 Method for detecting defect of and diagnosing abnormality of planetary gear apparatus
CN104748962A (en) * 2015-04-03 2015-07-01 西安交通大学 Planetary gear box intelligent diagnosis method based on stacking automatic encoding machine
JP2017180278A (en) * 2016-03-30 2017-10-05 Ntn株式会社 Tooth number specification device of speed-increasing gear for wind turbine and tooth number specification method
JP2017181283A (en) * 2016-03-30 2017-10-05 Ntn株式会社 Tooth number specification device of single pinion type epicyclic gear and tooth number specification method thereof
WO2017170270A1 (en) * 2016-03-30 2017-10-05 Ntn株式会社 State monitoring system of gear device and state monitoring method
JP2017181282A (en) * 2016-03-30 2017-10-05 Ntn株式会社 Gear pair meshing frequency specification device and gear pair meshing frequency specification method
US10883896B2 (en) 2016-03-30 2021-01-05 Ntn Corporation State monitoring system of gear device and state monitoring method
CN112534236A (en) * 2018-08-06 2021-03-19 日产自动车株式会社 Abnormality diagnosis device and abnormality diagnosis method
CN112534236B (en) * 2018-08-06 2023-03-24 日产自动车株式会社 Abnormality diagnosis device and abnormality diagnosis method
CN111397931A (en) * 2020-03-24 2020-07-10 桂林鸿程矿山设备制造有限责任公司 Automatic quality inspection method, system and device for grader
CN111397931B (en) * 2020-03-24 2022-04-08 桂林鸿程矿山设备制造有限责任公司 Automatic quality inspection method, system and device for grader
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