CN114061729A - Rotor Abrupt Vibration Fault Location Method and System - Google Patents
Rotor Abrupt Vibration Fault Location Method and System Download PDFInfo
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Abstract
本发明公开一种转子突变振动故障定位方法及系统,包括:步骤1、记录转子两端同一方向上振动突变前的振动向量
和突变后的振动向量和步骤2、计算振动变化量步骤3、对振动变化量和进行谐分量分解其中的相位角为α,的相位角为β;步骤4、若α‑β≈90°或α‑β≈‑90°,则说明振动故障点靠近A侧;若远大于1,则说明振动变量以同向分量为主,则相应的故障点位于转子中间部位。本发明采用对转子故障前后的振动变化量进行谐分量分解,从而得到的相位角为α,的相位角为β,根据相位角判断故障点,整个计算过程简单,定位准确。The invention discloses a method and a system for locating a rotor sudden change vibration fault.
and Mutated vibration vector and Step 2. Calculate the amount of vibration change Step 3. Change the amount of vibration and Perform harmonic component decomposition in The phase angle is α, The phase angle is β; in step 4, if α‑β≈90° or α‑β≈‑90°, it means that the vibration fault point is close to side A; if Much larger than 1, it means that the vibration variable is dominated by the same direction component, and the corresponding fault point is located in the middle of the rotor. The invention adopts the harmonic component decomposition of the vibration variation before and after the rotor failure, so as to obtain The phase angle is α, The phase angle of β is β, and the fault point is judged according to the phase angle. The whole calculation process is simple and the positioning is accurate.Description
技术领域technical field
本发明涉及汽轮机机械振动故障分析技术领域,具体来说是一种转子突变振动故障定位方法及系统。The invention relates to the technical field of steam turbine mechanical vibration fault analysis, in particular to a method and system for locating a rotor sudden vibration fault.
背景技术Background technique
当汽轮机发生振动故障时,往往会导致一些不良后果产生,使汽轮机正常的运行和生产受到较大的影响,甚至会导致汽轮机整体发生毁坏的情况。当机组出现一些振动故障的时候,不仅要判断故障的性质,还要对故障点在转子的轴向和周向位置进行定位。When a steam turbine has a vibration failure, it often leads to some adverse consequences, which greatly affects the normal operation and production of the steam turbine, and even leads to the overall destruction of the steam turbine. When some vibration faults occur in the unit, it is necessary not only to judge the nature of the fault, but also to locate the fault point in the axial and circumferential positions of the rotor.
对于一些突变振动的诊断定位,不仅能对故障的性质判断提供辅助判据,对于发电机转子匝间短路等隐蔽故障的定位,也能为机组检修指引方向,避免检修范围的无谓扩大。而目前技术近能够检测转子存在故障,缺无法精确判定故障点。如申请号为202110668493.6公开的基于小波-灰度共生矩阵的发动机转子碰磨故障诊断方法,解决传统方法存在故障识别精度较低,神经网络方法对样本及硬件要求较高、训练较为繁琐的问题。具体步骤为:1)采集发动机碰摩数据;2)对发动机碰摩数据进行小波变换,得到振动信号小波变换图;3)将振动信号小波变换图转化成灰度图,并提取灰度图的灰度共生矩阵图像特征量,构造特征向量;4)对特征向量设置标签,并将特征向量分割为训练集和测试集;5)将训练集输入到机器学习算法支持向量机中进行训练,获得训练好的支持向量机;6)将测试集输入到训练好的支持向量机中,实现发动机转子碰磨故障诊断。该方法虽然能够解决故障诊断的问题,但是无法定位故障位置。The diagnosis and location of some sudden vibrations can not only provide auxiliary criteria for judging the nature of the fault, but also guide the direction of unit maintenance for the location of hidden faults such as inter-turn short circuit in the generator rotor, and avoid unnecessary expansion of the maintenance scope. However, the current technology can detect the failure of the rotor, and it is impossible to accurately determine the fault point. For example, the method for diagnosing engine rotor rubbing faults based on wavelet-gray-level co-occurrence matrix disclosed in application number 202110668493.6 solves the problems of low fault recognition accuracy in traditional methods, high requirements on samples and hardware for neural network methods, and cumbersome training. The specific steps are: 1) collecting the engine rubbing data; 2) performing wavelet transformation on the engine rubbing data to obtain a wavelet transform image of the vibration signal; 3) converting the wavelet transform image of the vibration signal into a grayscale image, and extracting the gray level co-occurrence matrix image feature quantity, construct feature vector; 4) set the label to the feature vector, and divide the feature vector into training set and test set; 5) input the training set into the machine learning algorithm support vector machine for training, obtain The trained support vector machine; 6) Input the test set into the trained support vector machine to realize the fault diagnosis of engine rotor friction. Although this method can solve the problem of fault diagnosis, it cannot locate the fault location.
发明内容SUMMARY OF THE INVENTION
本发明所要解决的技术问题在于如何快速定位转子故障位置。The technical problem to be solved by the present invention is how to quickly locate the rotor fault position.
本发明通过以下技术手段实现解决上述技术问题的:The present invention realizes and solves the above-mentioned technical problems through the following technical means:
转子突变振动故障定位方法,对称转子包括转子、对称固定在所述转子上的多个级别叶片、支撑点A、B;所述支撑点A、B分别对转子的两端提供支撑;假设某个级别叶片发生脱落,则故障点位置的判定方法为:The method for locating rotor sudden vibration faults. A symmetrical rotor includes a rotor, multiple levels of blades symmetrically fixed on the rotor, and support points A and B; the support points A and B respectively provide support for both ends of the rotor; assuming a certain If the level blade falls off, the method for determining the location of the fault point is:
步骤1、记录转子两端同一方向上振动突变前的振动向量和突变后的振动向量和 Step 1. Record the vibration vector before the sudden change of vibration in the same direction at both ends of the rotor and Mutated vibration vector and
步骤2、计算振动变化量
步骤3、对振动变化量和进行谐分量分解其中的相位角为α,的相位角为β;Step 3. Change the amount of vibration and Perform harmonic component decomposition in The phase angle is α, The phase angle is β;
步骤4、若α-β≈90°或α-β≈-90°,则说明振动故障点靠近A侧;若远大于1,则说明振动变量以同向分量为主,则相应的故障点位于转子中间部位。
本发明采用对转子故障前后的振动变化量进行谐分量分解,从而得到的相位角为α,的相位角为β,根据相位角判断故障点,整个计算过程简单,定位准确。The invention adopts the harmonic component decomposition of the vibration variation before and after the rotor failure, so as to obtain The phase angle is α, The phase angle of β is β, and the fault point is judged according to the phase angle. The whole calculation process is simple and the positioning is accurate.
进一步的,同一转子上另一个方向上的振动,依据步骤1~步骤4计算并判断。Further, the vibration in another direction on the same rotor is calculated and judged according to steps 1 to 4.
进一步的,所述步骤4中,当α-β≈90°时,故障位置为其中脱落点距离A侧加重平面为La,支撑点A、B两侧加重平面的轴向距离为L,为同向分量影响系数,为反向分量影响系数。Further, in the
进一步的,所述步骤4中,当α-β≈-90°时,故障位置为 Further, in the
与上述方法对应的,本发明还提供一种转子突变振动故障定位系统,对称转子包括转子、对称固定在所述转子上的多个级别叶片、支撑点A、B;所述支撑点A、B分别对转子的两端提供支撑;假设某个级别叶片发生脱落,则故障点位置的判定系统包括:Corresponding to the above method, the present invention also provides a rotor sudden change vibration fault location system. The symmetrical rotor includes a rotor, multiple levels of blades symmetrically fixed on the rotor, support points A, B; the support points A, B Provide support for both ends of the rotor; assuming that a certain level of blades falls off, the determination system for the location of the fault point includes:
转子突变前后振动向量记录模块,用以记录转子两端同一方向上振动突变前的振动向量和突变后的振动向量和 The vibration vector recording module before and after the rotor mutation is used to record the vibration vector before the vibration mutation in the same direction at both ends of the rotor and Mutated vibration vector and
振动变化量计算模块,计算振动变化量 Vibration change calculation module, calculate vibration change
谐分量分解模块,对振动变化量和进行谐分量分解 Harmonic Component Decomposition Module, for Vibration Variation and Perform harmonic component decomposition
其中的相位角为α,的相位角为β;in The phase angle is α, The phase angle is β;
故障点判断模块,若α-β≈90°或α-β≈-90°,则说明振动故障点靠近A侧;若远大于1,则说明振动变量以同向分量为主,则相应的故障点位于转子中间部位。Fault point judgment module, if α-β≈90° or α-β≈-90°, it means that the vibration fault point is close to side A; if Much larger than 1, it means that the vibration variable is dominated by the same direction component, and the corresponding fault point is located in the middle of the rotor.
进一步的,同一转子上另一个方向上的振动,依据步骤1~步骤4计算并判断。Further, the vibration in another direction on the same rotor is calculated and judged according to steps 1 to 4.
进一步的,所述故障点判断模块中,当α-β≈90°时,故障位置为其中脱落点距离A侧加重平面为La,支撑点A、B两侧加重平面的轴向距离为L,为同向分量影响系数,为反向分量影响系数。Further, in the fault point judgment module, when α-β≈90°, the fault position is The distance between the drop-off point and the weighted plane on side A is L a , and the axial distance between the weighted planes on both sides of the support point A and B is L, is the influence coefficient of the same direction component, is the influence coefficient of the reverse component.
进一步的,所述故障点判断模块中,当α-β≈-90°时,故障位置为 Further, in the fault point judgment module, when α-β≈-90°, the fault position is
本发明的优点在于:The advantages of the present invention are:
本发明属于转子振动故障诊断和故障定位方法,适用于布置有在线振动监测系统的旋转设备上,通过测量转子发生结构故障前后的振动数据,对转子故障前后的振动变化量进行谐分量分解,从而得到的相位角为α,的相位角为β,根据相位角判断故障点在轴向的相对位置,整个计算过程简单,对于结构故障的定位准确,结合不同设备转子结构特点,可准确判断转子发生故障的部件位置。The invention belongs to a rotor vibration fault diagnosis and fault location method, and is suitable for rotating equipment arranged with an on-line vibration monitoring system. By measuring the vibration data before and after a structural fault of the rotor occurs, the vibration variation before and after the rotor fault is decomposed into harmonic components, thereby get The phase angle is α, The phase angle of β is β, and the relative position of the fault point in the axial direction is judged according to the phase angle. The whole calculation process is simple, and the location of the structural fault is accurate. Combined with the structural characteristics of the rotor of different equipment, the position of the faulty component of the rotor can be accurately judged.
附图说明Description of drawings
图1为本发明实施例中转子突变振动故障定位方法所应用的对称转子的结构简图;FIG. 1 is a schematic structural diagram of a symmetrical rotor to which the rotor abrupt vibration fault location method according to the embodiment of the present invention is applied;
图2为本发明实施例中转子突变振动故障定位方法的流程框图。FIG. 2 is a flowchart of a method for locating a rotor sudden vibration fault according to an embodiment of the present invention.
具体实施方式Detailed ways
为使本发明实施例的目的、技术方案和优点更加清楚,下面将结合本发明实施例,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。In order to make the purposes, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the embodiments of the present invention. Obviously, the described embodiments are part of the present invention. examples, but not all examples. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.
本实施例提供一种转子突变振动故障定位方法,如图1所示,图1为一个对称转子的结构简图,包含转子、叶片和支撑轴瓦A和B。对于这样一个转子及支撑点A、B系统,其转子发生机构故障(如某级叶片出现了部件脱落,脱落质量为m,脱落点距离A侧加重平面为La,A、B两侧加重平面的轴向距离为L)后,产生振动变化,如图2所示,其故障点位置的判定方法主要是:This embodiment provides a method for locating a rotor sudden vibration fault. As shown in FIG. 1 , FIG. 1 is a schematic structural diagram of a symmetrical rotor, including rotors, blades, and support bearing bushes A and B. For such a system of rotors and support points A and B, the rotor has a mechanism failure (for example, a certain level of blade has parts falling off, the falling quality is m, the distance between the falling point and the weighting plane on the A side is L a , and the weighting plane on both sides of A and B is L a . After the axial distance is L), a vibration change occurs, as shown in Figure 2, the method for determining the location of the fault point is mainly:
步骤1、记录转子两端同一方向上(X方向或Y方向),振动突变前的振动向量和突变后的振动向量和 Step 1. Record the vibration vector before the vibration mutation in the same direction (X direction or Y direction) at both ends of the rotor and Mutated vibration vector and
步骤2、计算振动变化量
步骤3、对振动变化量和进行谐分量分解 Step 3. Change the amount of vibration and Perform harmonic component decomposition
其中的相位角为α,的相位角为β;in The phase angle is α, The phase angle is β;
如图1所示,质量为m在与脱落位置相反的方向引起了一个附加离心力F,根据力平移原理,力F等效于加重平面a处的和力偶FLa,可认为在平面b处有方向相反、大小相同的力这样在平面a,b就形成了同相分量力和反相分量的力偶(力偶FLa与方向相反)。As shown in Figure 1, the mass m induces an additional centrifugal force F in the opposite direction to the drop-off position. According to the principle of force translation, the force F is equivalent to the force F at the weighted plane a. and the force couple FL a , it can be considered that there is a force in the opposite direction and the same magnitude at the plane b In this way, the in-phase component force is formed on the planes a and b. and the force couple of the antiphase component (Force couple FLa and in the opposite direction).
根据谐分量法,工作转速下转子振动分解为同相(对称)分量和反相(反对称)分量振动,同相分量由转子的一阶不平衡引起,振动的反相分量由转子的二阶不平衡(力偶不平衡)引起,且符合正交关系,因此得到同相加重质量和反相加重质量。According to the harmonic component method, the rotor vibration at working speed is decomposed into in-phase (symmetric) component and anti-phase (anti-symmetric) component vibration. (force couple unbalance) and accord with the orthogonal relationship, so the in-phase weighted mass and the anti-phase weighted weight are obtained.
同向加重质量 Concurrent weighted mass
反向加重质量其中,为同向分量影响系数,为反向分量影响系数;Reverse weighted mass in, is the influence coefficient of the same direction component, is the influence coefficient of the reverse component;
根据力偶平衡方式,在加重面a、b处及脱落位置m处的力偶为0,则According to the balance method of the force couple, the force couple at the weighted surfaces a, b and the drop-off position m is 0, then
解方程式得到 Solve the equation to get
步骤4、若α-β≈90°,则说明振动故障点靠近A侧,相应的故障位置为
若α-β≈-90°,则说明振动故障点靠近A侧,相应的故障位置为 If α-β≈-90°, it means that the vibration fault point is close to the A side, and the corresponding fault position is
若远大于1,则说明振动变量以同向分量为主,则相应的故障点位于转子中间部位。like Much larger than 1, it means that the vibration variable is dominated by the same direction component, and the corresponding fault point is located in the middle of the rotor.
对于同一轴承上得另一个方向上的振动,可依据步骤1至步骤4计算并判断。For the vibration in another direction on the same bearing, it can be calculated and judged according to steps 1 to 4.
与上述方法对应的,本实施例还提供一种转子突变振动故障定位系统,包括Corresponding to the above method, the present embodiment also provides a rotor sudden vibration fault location system, comprising:
转子突变前后振动向量记录模块,用以记录转子两端同一方向上振动突变前的振动向量和突变后的振动向量和 The vibration vector recording module before and after the rotor mutation is used to record the vibration vector before the vibration mutation in the same direction at both ends of the rotor and Mutated vibration vector and
振动变化量计算模块,计算振动变化量 Vibration change calculation module, calculate vibration change
谐分量分解模块,对振动变化量和进行谐分量分解 Harmonic Component Decomposition Module, for Vibration Variation and Perform harmonic component decomposition
其中的相位角为α,的相位角为β;in The phase angle is α, The phase angle is β;
其中的相位角为α,的相位角为β;in The phase angle is α, The phase angle is β;
如图1所示,质量为m在与脱落位置相反的方向引起了一个附加离心力F,根据力平移原理,力F等效于加重平面a处的和力偶FLa,可认为在平面b处有方向相反、大小相同的力这样在平面a,b就形成了同相分量力和反相分量的力偶(力偶FLa与方向相反)。As shown in Figure 1, the mass m induces an additional centrifugal force F in the opposite direction to the drop-off position. According to the principle of force translation, the force F is equivalent to the force F at the weighted plane a. and the force couple FL a , it can be considered that there is a force in the opposite direction and the same magnitude at the plane b In this way, the in-phase component force is formed on the planes a and b. and the force couple of the antiphase component (Force couple FLa and in the opposite direction).
根据谐分量法,工作转速下转子振动分解为同相(对称)分量和反相(反对称)分量振动,同相分量由转子的一阶不平衡引起,振动的反相分量由转子的二阶不平衡(力偶不平衡)引起,且符合正交关系,因此得到同相加重质量和反相加重质量。According to the harmonic component method, the rotor vibration at working speed is decomposed into in-phase (symmetric) component and anti-phase (anti-symmetric) component vibration. (force couple unbalance) and accord with the orthogonal relationship, so the in-phase weighted mass and the anti-phase weighted weight are obtained.
同向加重质量 Concurrent weighted mass
反向加重质量其中,为同向分量影响系数,为反向分量影响系数;Reverse weighted mass in, is the influence coefficient of the same direction component, is the influence coefficient of the reverse component;
根据力偶平衡方式,在加重面a、b处及脱落位置m处的力偶为0,则According to the balance method of the force couple, the force couple at the weighted surfaces a, b and the drop-off position m is 0, then
解方程式得到 Solve the equation to get
故障点判断模块,若α-β≈90°或α-β≈-90°,则说明振动故障点靠近A侧;若远大于1,则说明振动变量以同向分量为主,则相应的故障点位于转子中间部位。Fault point judgment module, if α-β≈90° or α-β≈-90°, it means that the vibration fault point is close to side A; if Much larger than 1, it means that the vibration variable is dominated by the same direction component, and the corresponding fault point is located in the middle of the rotor.
以上实施例仅用以说明本发明的技术方案,而非对其限制;尽管参照前述实施例对本发明进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本发明各实施例技术方案的精神和范围。The above embodiments are only used to illustrate the technical solutions of the present invention, but not to limit them; although the present invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that: The recorded technical solutions are modified, or some technical features thereof are equivalently replaced; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present invention.
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CN102095561A (en) * | 2010-12-01 | 2011-06-15 | 浙江省电力试验研究院 | Falling fault positioning method for rotating part of large-size steam turbine |
US20140230555A1 (en) * | 2012-12-20 | 2014-08-21 | Zapadoceska Univerzita V Plzni | Method of detecting and localizing partial rotor-stator rubbing during the operation of a turbine |
CN110231161A (en) * | 2019-07-12 | 2019-09-13 | 中国大唐集团科学技术研究院有限公司华东电力试验研究院 | Single-span rotor fault position diagnostic method and system based on three-dimensional system of coordinate |
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CN102095561A (en) * | 2010-12-01 | 2011-06-15 | 浙江省电力试验研究院 | Falling fault positioning method for rotating part of large-size steam turbine |
US20140230555A1 (en) * | 2012-12-20 | 2014-08-21 | Zapadoceska Univerzita V Plzni | Method of detecting and localizing partial rotor-stator rubbing during the operation of a turbine |
CN110231161A (en) * | 2019-07-12 | 2019-09-13 | 中国大唐集团科学技术研究院有限公司华东电力试验研究院 | Single-span rotor fault position diagnostic method and system based on three-dimensional system of coordinate |
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