CN203132688U - Device for realizing synchronous order-domain trace analysis on rotating mechanical vibration signals - Google Patents
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Abstract
本实用新型涉及一种实现旋转机械振动信号同步阶比跟踪分析的装置,包括多路信号采集A/D转换电路和信号处理电路,所述多路信号采集A/D转换电路设置有多路信号接收接口,多路信号接收接口中的一路是接收旋转机械键相脉冲的键相脉冲信号接口,其余至少有四路是旋转机械振动信号接口;所述信号处理电路包括一个中央处理器芯片和一个FPGA芯片,所述FPGA芯片设置有对应连接A/D转换电路中多路信号接口的滤波处理通道和采样频率发生器。本实用新型结构简单,克服了传统硬件方式由于采样频率需要不断调整,采集的波形数据存在间隔,不连续的缺点;能够实现波形的连续不间断采集,无需添加任何其他如锁相环、倍频电路等硬件就可实现精确的等角度采样。
The utility model relates to a device for realizing synchronous order tracking and analysis of vibration signals of rotating machinery, comprising a multi-channel signal acquisition A/D conversion circuit and a signal processing circuit, and the multi-channel signal acquisition A/D conversion circuit is provided with a multi-channel signal Receiving interface, one of the multi-channel signal receiving interfaces is the key phase pulse signal interface for receiving the key phase pulse of the rotating machine, and at least four other channels are the vibration signal interface of the rotating machine; the signal processing circuit includes a central processing unit chip and a An FPGA chip, the FPGA chip is provided with a filter processing channel and a sampling frequency generator correspondingly connected to multiple signal interfaces in the A/D conversion circuit. The utility model has a simple structure and overcomes the shortcomings of the traditional hardware method that the collected waveform data has intervals and discontinuities due to the need for continuous adjustment of the sampling frequency; it can realize continuous and uninterrupted collection of waveforms without adding any other components such as phase-locked loops and frequency multipliers. Hardware such as circuits can realize accurate equiangular sampling.
Description
技术领域 technical field
本实用新型涉及机械振动分析测量领域,特别涉及一种实现旋转机械振动信号同步阶比跟踪分析的装置。 The utility model relates to the field of mechanical vibration analysis and measurement, in particular to a device for realizing synchronous order tracking and analysis of vibration signals of rotating machines. the
背景技术 Background technique
传统的旋转机械振动阶比跟踪方法采用硬件方式来实现,需要有锁相环、倍频分频电路,并且还需要有截止频率实时可调的抗混叠滤波器等,电路复杂,成本高,特别是在等角度重新采样进行了重点研究。硬件实现方式主要问题在于:1)采样频率需要由旋转机械上一次的转速进行预估计,估计存在误差,因此不能实现精确的整周期同步采样,从而导致FFT结果存在频谱泄露;2)硬件方式所需的截止频率可调的抗混叠滤波器结构复杂,由于采样频率需要不断调整,采集得到的波形数据存在间隔,不连续的缺点。公告号为CN102175439的中国专利,公开了一种“针对旋转机械的阶次分析实现方法”其对等角度重新采样是“根据更新频率的低速脉冲以及当前高速轴上的转速脉冲分别对采集卡输出信号进行等角度重采样”。此种方法在转动机械转速不变或变化小时相当有效,但当转速随时变化大时,此时的更新频率是由第一次采样时的频率计算得来;因此,当用此更新频率与当前高速轴上的转速脉冲进行等角度重采样,将带来更新频率与当前高速轴上的转速脉冲不同步。 The traditional vibration order tracking method of rotating machinery is realized by hardware, which requires a phase-locked loop, a frequency multiplication and frequency division circuit, and an anti-aliasing filter with a real-time adjustable cut-off frequency. The circuit is complex and the cost is high. In particular, equiangular resampling has been studied intensively. The main problems of the hardware implementation method are: 1) The sampling frequency needs to be pre-estimated by the last rotation speed of the rotating machinery, and there are errors in the estimation, so it is impossible to achieve accurate synchronous sampling of the entire cycle, resulting in spectral leakage of the FFT results; 2) The hardware method The required anti-aliasing filter with adjustable cut-off frequency has a complex structure. Since the sampling frequency needs to be adjusted continuously, the collected waveform data has the disadvantage of interval and discontinuity. The Chinese patent with the notification number CN102175439 discloses a "method for realizing the order analysis of rotating machinery", and its resampling at the same angle is "according to the low-speed pulse of the update frequency and the speed pulse of the current high-speed shaft respectively output to the acquisition card The signal is equiangularly resampled". This method is quite effective when the rotation speed of the rotating machinery is constant or changes little, but when the rotation speed changes greatly at any time, the update frequency at this time is calculated from the frequency at the first sampling; therefore, when using this update frequency and the current Equiangular resampling of the speed pulses on the high-speed axis will cause the update frequency to be out of sync with the current speed pulses on the high-speed shaft. the
发明内容 Contents of the invention
为解决现有技术的问题,本实用新型提出一种实现旋转机械振动信号同步阶比跟踪分析的装置,通过本装置由固定的采样频率实现精确的等角度采样,不存在频率混乱现象,也就是转轴每转动一次,采样点对应于转轴上的角度差是一致的,在转轴上位置是固定的,从而实现准确的整周期同步采样。 In order to solve the problems of the prior art, the utility model proposes a device for realizing the synchronous order tracking analysis of the vibration signal of the rotating machinery. The device realizes accurate equal-angle sampling by a fixed sampling frequency, and there is no frequency confusion phenomenon, that is, Every time the rotating shaft rotates, the sampling point is consistent with the angle difference on the rotating shaft, and the position on the rotating shaft is fixed, so as to realize accurate synchronous sampling of the whole period. the
本实用新型的目的是这样实现的:一种实现旋转机械振动信号同步阶比跟踪分析的装置,包括多路信号采集A/D转换电路和信号处理电路,所述多路信号采集A/D转换电路设置有多路信号接收接口,所述多路信号接收接口中的一路是键相脉冲信号接口,用于接收由光电传感器传递的旋转机械键相脉冲模拟信号;所述多路信号接收接口中其余至少有四路是振动信号接口,用于接收由振动传感器传递的旋转机械振动信号;所述信号处理电路包括一个中央处理器芯片和一个FPGA芯片,所述FPGA芯片设置有对应连接A/D转换电路中多路信号接口的滤波处理通道和采样频率发生器,所述FPGA芯片的控制口与中央处理器芯片的控制口连接,中央处理器芯片的数据口连接FPGA芯片的数据口,FPGA芯片连接显示器。 The purpose of this utility model is achieved in this way: a device for realizing synchronous order tracking analysis of vibration signals of rotating machinery, including a multi-channel signal acquisition A/D conversion circuit and a signal processing circuit, the multi-channel signal acquisition A/D conversion The circuit is provided with multiple signal receiving interfaces, and one of the multiple signal receiving interfaces is a key phase pulse signal interface, which is used to receive the rotating mechanical key phase pulse analog signal transmitted by the photoelectric sensor; All the other at least four roads are vibration signal interfaces, which are used to receive the rotating mechanical vibration signal transmitted by the vibration sensor; the signal processing circuit includes a central processing unit chip and an FPGA chip, and the FPGA chip is provided with a corresponding connection A/D The filter processing channel and the sampling frequency generator of the multi-channel signal interface in the conversion circuit, the control port of the FPGA chip is connected with the control port of the CPU chip, the data port of the CPU chip is connected with the data port of the FPGA chip, and the FPGA chip Connect a monitor. the
进一步,所述滤波处理通道对应键相脉冲信号接口的通路中设置有级联积分梳状滤波处理器,所述滤波处理通道对应振动信号接口的通路中设置有FIR数字滤波处理器。 Further, a cascaded integral comb filter processor is set in the path of the filter processing channel corresponding to the key phase pulse signal interface, and an FIR digital filter processor is set in the path of the filter processing channel corresponding to the vibration signal interface. the
进一步,所述多路信号采集A/D转换电路是型号为AD7606的16位8通道A/D采集模块。 Further, the multi-channel signal acquisition A/D conversion circuit is a 16-bit 8-channel A/D acquisition module modeled as AD7606. the
本实用新型对现有技术的贡献是: The contribution of the utility model to the prior art is:
1.结构简单,无需添加任何其他如锁相环、倍频电路等硬件就可实现精确的等角度采样,不存在频率混乱现象,也就是转轴每转动一次,采样点对应于转轴上的角度差是一致的,在转轴上位置是固定的,从而实现准确的整周期同步采样。 1. The structure is simple, and accurate equal-angle sampling can be realized without adding any other hardware such as phase-locked loops and frequency multiplication circuits. There is no frequency confusion, that is, every time the rotating shaft rotates, the sampling point corresponds to the angle difference on the rotating shaft It is consistent, and the position on the rotating shaft is fixed, so as to realize accurate synchronous sampling of the whole cycle.
2.本实用新型克服了传统硬件方式时,由于采样频率需要不断调整,采集得到的波形数据存在间隔,不连续的缺点,能够实现波形的连续不间断采集。 2. The utility model overcomes the disadvantages of intervals and discontinuity in the collected waveform data due to the continuous adjustment of the sampling frequency in the traditional hardware method, and can realize continuous and uninterrupted collection of waveforms. the
下面结合实施例和附图对本发明做一详细描述。 The present invention will be described in detail below in conjunction with the embodiments and accompanying drawings. the
附图说明 Description of drawings
图1是本实用新型的电路结构示意图。 Fig. 1 is a schematic diagram of the circuit structure of the utility model. the
具体实施方式 Detailed ways
一种实现旋转机械振动信号同步阶比跟踪分析的装置实施例,参见图1,包括多路信号采集A/D转换电路1和信号处理电路,所述多路信号采集A/D转换电路设置有多路信号接收接口,所述多路信号接收接口中的一路是键相脉冲信号接口,用于接收由光电传感器2传递的旋转机械键相脉冲模拟信号;所述多路信号接收接口中其余至少有四路是振动信号接口,用于接收由振动传感器3传递的旋转机械振动模拟信号;所述信号处理电路包括一个中央处理器芯片4和一个FPGA芯片5,所述FPGA芯片设置有对应连接A/D转换电路中多路信号接口的滤波处理通道和采样频率发生器,所述FPGA芯片的控制口与中央处理器芯片的控制口连接,中央处理器芯片的数据口连接FPGA芯片的数据口,FPGA芯片连接显示器6,同时FPGA芯片还分别连接有SDRAM和SRAM存储器。
An embodiment of a device for realizing synchronous order tracking analysis of vibration signals of rotating machinery, referring to Fig. 1, comprising a multi-channel signal acquisition A/D conversion circuit 1 and a signal processing circuit, the multi-channel signal acquisition A/D conversion circuit is provided with A multi-channel signal receiving interface, one of the multi-channel signal receiving interfaces is a key phase pulse signal interface, which is used to receive the rotating mechanical key phase pulse analog signal transmitted by the
实施例中,所述滤波处理通道对应键相脉冲信号接口的通路中设置有级联积分梳状滤波处理器,所述滤波处理通道对应旋转机械振动信号接口的通路中设置有FIR数字滤波处理器。 In the embodiment, a cascaded integral comb filter processor is arranged in the path of the filter processing channel corresponding to the key phase pulse signal interface, and an FIR digital filter processor is arranged in the path of the filter processing channel corresponding to the vibration signal interface of the rotating machine . the
实施例中,所述多路信号采集A/D转换电路是型号为AD7606的16位8通道同步A/D采集模块。 In an embodiment, the multi-channel signal acquisition A/D conversion circuit is a 16-bit 8-channel synchronous A/D acquisition module modeled as AD7606. the
采用上述实施例由固定的采样频率实现旋转机械振动信号同步阶比跟踪分析方法是:采用固定采样频率同步采集旋转机械振动信号和转速键相脉冲信号,选取一个振动阶比数M,利用插值滤波器对键相脉冲进行2*M倍插值,得到等角度振动采样信号,经过对等角度振动采样信号进行处理,最终得到振动各阶谐波波形;其具体步骤是: Using the above-mentioned embodiment to realize the synchronous order tracking analysis method of the rotating machinery vibration signal by the fixed sampling frequency is: adopting the fixed sampling frequency to synchronously collect the rotating machinery vibration signal and the speed key phase pulse signal, select a vibration order ratio M, and use interpolation filtering The key-phase pulse is interpolated by 2*M times to obtain the equiangular vibration sampling signal, and after processing the equiangular vibration sampling signal, the harmonic waveform of each order of vibration is finally obtained; the specific steps are:
1)由大于最大转速频率*阶比数M的固定采样频率连续同步采集旋转机械振动信号和转速键相脉冲信号; 1) Continuously and synchronously collect rotating machinery vibration signals and speed key phase pulse signals with a fixed sampling frequency greater than the maximum speed frequency * order ratio M;
2)根据一个阈值识别键相脉冲信号上升沿和下降沿的到达时间,通过到达时间计算每两个脉冲间的时间差,从而确旋转机械每转动一周的转速和一周瞬时频率; 2) Identify the arrival time of the rising edge and falling edge of the key phase pulse signal according to a threshold, and calculate the time difference between each two pulses through the arrival time, so as to determine the rotational speed and instantaneous frequency of each revolution of the rotating machinery;
3)采用基于FPGA的级联积分梳状滤波器(CIC,Cascaded Integrator Comb filter)作为插值滤波器,对两个键相脉冲之间的固定采样频率进行(N=2*M)倍插值滤波,得到振动信号的振动均角信号对应的时间序列; 3) Using an FPGA-based cascaded integral comb filter (CIC, Cascaded Integrator Comb filter) as an interpolation filter to perform (N=2*M) times interpolation filtering on the fixed sampling frequency between two key phase pulses, Obtain the time series corresponding to the vibration mean angle signal of the vibration signal;
4)由旋转机械瞬时频率和时间序列,对振动信号进行数字滤波和插值得到(对应时间序列的)等角度采样信号。 4) Based on the instantaneous frequency and time series of the rotating machinery, the vibration signal is digitally filtered and interpolated to obtain an equiangular sampling signal (corresponding to the time series).
5)对等角度采样信号进行傅里叶变换(FFT)得到连续的旋转机械振动阶比谱,对等角度采样信号进行恒带宽滤波或者Gabor变换,得到连续的各阶谐波波形。 5) Perform Fourier transform (FFT) on the equiangular sampling signal to obtain a continuous rotating mechanical vibration order spectrum, and perform constant bandwidth filtering or Gabor transform on the equiangular sampling signal to obtain continuous harmonic waveforms of each order. the
本实施例实时跟踪的实现:每采集0.25秒就进行一次信号分析,信号重采样频率是根据实际转动频率(因为信号已经完成采集,根据信号进行精确计算的)进行调整的,而非硬件方式下,由上一次转动频率值,对下一次转动频率进行预测,再对采样频率进行调整。 Realization of real-time tracking in this embodiment: signal analysis is performed every 0.25 seconds of collection, and the signal resampling frequency is adjusted according to the actual rotation frequency (because the signal has been collected and accurately calculated according to the signal), rather than under the hardware method , predict the next rotation frequency from the last rotation frequency value, and then adjust the sampling frequency. the
实施例中,所述的插值是线性插值、样条插值、拉格朗日插值或者sinc插值算法中的一种。 In an embodiment, the interpolation is one of linear interpolation, spline interpolation, Lagrangian interpolation or sinc interpolation algorithms. the
实施例中,所述阶比数M是2的X次方,X是4或4以上的正整数。 In an embodiment, the order number M is 2 to the power of X, and X is a positive integer of 4 or more. the
实施例中,所述数字滤波采用Kaiser窗FIR滤波器。 In an embodiment, the digital filtering uses a Kaiser window FIR filter. the
本实施例中: In this example:
1)按照某一固定的采样频率;同步采集旋转机械的一路转速键相脉冲信号;和四路振动信号; 1) According to a fixed sampling frequency; synchronously collect one speed key phase pulse signal of the rotating machinery; and four vibration signals;
2)对键相脉冲信号,根据上升(或下降)沿电压值大小人为指定阈值(threshold),或按照某一算法,由统计学规律,自动计算阈值大小。根据这一阈值,由检波算法,准确识别和记录键相脉冲信号上升沿(或下降沿)的到达时间t0、t1、t2…tN; 2) For the key-phase pulse signal, the threshold value (threshold) is artificially specified according to the voltage value of the rising (or falling) edge, or the threshold value is automatically calculated according to a certain algorithm according to the statistical law. According to this threshold, the arrival time t0, t1, t2...tN of the rising edge (or falling edge) of the key phase pulse signal is accurately identified and recorded by the detection algorithm;
3)由两个脉冲间的时间差,dt0=t1-t0,dt1=t2-t1,…,dtN-1=tN-tN-1,计算转速rpm和瞬时频率f; 3) From the time difference between two pulses, dt0=t1-t0, dt1=t2-t1,..., dtN-1=tN-tN-1, calculate the rotational speed rpm and instantaneous frequency f;
4)根据分析需要设定阶比数M(可以取16、32、64、128、256等),采用CIC插值滤波器,对键相脉冲进行N倍插值(N=2*M),得到角域等角度振动信号每一样本对应的时间序列; 4) Set the order ratio M (can be 16, 32, 64, 128, 256, etc.) according to the analysis needs, and use the CIC interpolation filter to interpolate the key-phase pulse by N times (N=2*M) to obtain the angle The time series corresponding to each sample of the equal-angle vibration signal in the domain;
5)由转子瞬时频率和重采样时间序列,对振动信号进行数字滤波和插值重采样,得到等角度采样信号,其中,插值可以采用线性插值、样条插值、拉格朗日插值或者sinc插值算法; 5) Based on the instantaneous frequency of the rotor and the resampling time series, the vibration signal is digitally filtered and interpolated and resampled to obtain an equiangular sampling signal. Among them, the interpolation can use linear interpolation, spline interpolation, Lagrangian interpolation or sinc interpolation algorithm ;
6)对等角度采样信号进行傅里叶变换(FFT),得到旋转机械振动阶比谱,对等角度采样信号进行恒带宽滤波或者Gabor变换,可以得到各阶谐波波形。 6) Perform Fourier transform (FFT) on the equiangular sampling signal to obtain the vibration order spectrum of the rotating machinery, and perform constant bandwidth filtering or Gabor transform on the equiangular sampling signal to obtain harmonic waveforms of each order.
采用本实施例方法,使用美国NI公司的24位数据采集卡-USB4432或型号为AD7606的16位8通道同步A/D采集模块,无需添加任何其他硬件(如锁相环、倍频电路等),由1个光电传感器和4个振动传感器分别采集1路转速键相信号和4路振动信号,即构成了一个高精度振动信号采集分析系统,实现变转速振动信号阶比跟踪采集和阶比分析功能。 Using the method of this embodiment, use the 24-bit data acquisition card-USB4432 of NI Corporation of the United States or the 16-bit 8-channel synchronous A/D acquisition module of model AD7606, without adding any other hardware (such as phase-locked loop, frequency multiplication circuit, etc.) , a photoelectric sensor and 4 vibration sensors collect 1 speed key phase signal and 4 vibration signals respectively, which constitutes a high-precision vibration signal acquisition and analysis system, and realizes order tracking acquisition and order analysis of variable speed vibration signals Function. the
本实施例方法目的是实现精确的等角度采样,也就是转轴每转动一次,采样点对应于转轴上的角度差是一致的,在转轴上位置是固定的,从而实现准确的整周期同步采样。 The purpose of the method in this embodiment is to achieve accurate equiangular sampling, that is, every time the rotating shaft rotates, the sampling point corresponds to the same angle difference on the rotating shaft, and the position on the rotating shaft is fixed, so as to realize accurate synchronous sampling of the entire cycle. the
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| CN104931257A (en) * | 2015-06-17 | 2015-09-23 | 昆明理工大学 | Method used for extracting speed fluctuation through minimized signal spectrum information entropy |
| CN112987613A (en) * | 2021-02-24 | 2021-06-18 | 深圳中广核工程设计有限公司 | Distributed rotating machinery state online monitoring and fault analysis system |
| CN114485914A (en) * | 2021-12-23 | 2022-05-13 | 厦门乃尔电子有限公司 | Vibration order tracking analysis method |
| CN114520658A (en) * | 2022-03-09 | 2022-05-20 | 浙江中控技术股份有限公司 | Filtering system and method for acquiring frequency multiplication amplitude and phase of vibration signal |
| CN114608821A (en) * | 2022-03-01 | 2022-06-10 | 北京辰宇航康科技有限公司 | Method and device for determining order ratio spectrum of rotating machinery vibration signal |
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2013
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Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN103644963A (en) * | 2013-11-28 | 2014-03-19 | 陕西千山航空电子有限责任公司 | A module and a method for acquiring and processing a vibration signal of the rotating component of a helicopter |
| CN104931257A (en) * | 2015-06-17 | 2015-09-23 | 昆明理工大学 | Method used for extracting speed fluctuation through minimized signal spectrum information entropy |
| CN104931257B (en) * | 2015-06-17 | 2017-09-22 | 昆明理工大学 | A kind of method by minimizing the extraction fluctuation of speed of signal spectrum comentropy |
| CN112987613A (en) * | 2021-02-24 | 2021-06-18 | 深圳中广核工程设计有限公司 | Distributed rotating machinery state online monitoring and fault analysis system |
| CN114485914A (en) * | 2021-12-23 | 2022-05-13 | 厦门乃尔电子有限公司 | Vibration order tracking analysis method |
| CN114485914B (en) * | 2021-12-23 | 2023-05-30 | 厦门乃尔电子有限公司 | Vibration order tracking analysis method |
| CN114608821A (en) * | 2022-03-01 | 2022-06-10 | 北京辰宇航康科技有限公司 | Method and device for determining order ratio spectrum of rotating machinery vibration signal |
| CN114520658A (en) * | 2022-03-09 | 2022-05-20 | 浙江中控技术股份有限公司 | Filtering system and method for acquiring frequency multiplication amplitude and phase of vibration signal |
| CN114520658B (en) * | 2022-03-09 | 2025-06-27 | 中控技术股份有限公司 | A filtering system and a method for obtaining a vibration signal frequency multiple amplitude and phase |
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