CN103335858A - Method for measuring bridge structure dynamic displacement and vibration frequency - Google Patents
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Abstract
一种桥梁结构动态位移和振动频率的测量方法,其步骤为:(1)建立桥梁结构振动现场监测系统,同步采集振动位移和GNSS时间;(2)坐标系统投影转换;首先推算本地坐标系与桥梁独立坐标系之间的投影参数,然后将所测结构振动坐标投影转换到桥梁独立坐标系;(3)过滤桥梁结构振动位移粗差;(4)线性插值方法对振动位移重取样;(5)采用切比雪夫滤波器分离位移中的准静态部分和动态部分;(6)采用快速傅里叶方法分析振动信号频谱。本发明具有非接触式、高精度、高可靠性、高自动化等优点。
A method for measuring dynamic displacement and vibration frequency of a bridge structure, the steps of which are: (1) establishing a bridge structure vibration field monitoring system, synchronously collecting vibration displacement and GNSS time; (2) coordinate system projection conversion; first calculating the local coordinate system and The projection parameters between the independent coordinate systems of the bridge, and then transform the measured structure vibration coordinate projection to the independent coordinate system of the bridge; (3) filter the gross error of the vibration displacement of the bridge structure; (4) re-sample the vibration displacement by the linear interpolation method; (5 ) using Chebyshev filter to separate the quasi-static part and dynamic part in the displacement; (6) using fast Fourier method to analyze the frequency spectrum of the vibration signal. The invention has the advantages of non-contact, high precision, high reliability, high automation and the like.
Description
技术领域technical field
本发明主要涉及到桥梁结构健康监测技术领域,特指一种针对桥梁结构动态位移和振动频率的测量方法。The invention mainly relates to the technical field of bridge structure health monitoring, in particular to a method for measuring dynamic displacement and vibration frequency of bridge structures.
背景技术Background technique
对桥梁结构动态性能进行监测和诊断、并及时进行损伤评估和安全预警,对提高桥梁运营效率,避免重大人员伤亡和财产损失有着重要意义。其中,准静态位移、动态位移、振动频率是反应桥梁结构动态性能的重要参数。而且,监测桥梁结构振动中的长周期准静态位移和短周期动态位移,是目前桥梁结构健康监测的难点。Monitoring and diagnosing the dynamic performance of bridge structures, as well as timely damage assessment and safety warning are of great significance to improving bridge operation efficiency and avoiding heavy casualties and property losses. Among them, quasi-static displacement, dynamic displacement and vibration frequency are important parameters to reflect the dynamic performance of bridge structures. Moreover, monitoring the long-period quasi-static displacement and short-period dynamic displacement in bridge structural vibration is the difficulty of bridge structural health monitoring at present.
常规的桥梁结构动态参数测量仪器主要是加速度计,但它存在以下几个缺陷:Conventional instruments for measuring dynamic parameters of bridge structures are mainly accelerometers, but they have the following defects:
(1)加速度计只能通过有接触方式来测量桥梁结构振动信号,对于桥塔等难以到达的部位,操作非常不方便,测量难度较大。(1) The accelerometer can only measure the vibration signal of the bridge structure through a contact method. For difficult-to-reach parts such as bridge towers, the operation is very inconvenient and the measurement is difficult.
(2)利用加速度计直接测量结构振动的加速度,积分后仅能获得结构振动的相对位移,无法获得绝对位移,导致加速度计难以进行长时间的连续监测。(2) The accelerometer is used to directly measure the acceleration of structural vibration. After integration, only the relative displacement of the structural vibration can be obtained, and the absolute displacement cannot be obtained, which makes it difficult for the accelerometer to perform continuous monitoring for a long time.
(3)在监测的过程中,需采用高通滤波器消除两次积分过程中产生的趋势项,加速度计只能测量出结构振动中的短周期动态位移,无法测量长周期准静态位移。(3) During the monitoring process, a high-pass filter needs to be used to eliminate the trend item generated in the two integration processes. The accelerometer can only measure the short-period dynamic displacement in the structural vibration, and cannot measure the long-period quasi-static displacement.
现有技术中,另有一种自动型全站仪,该自动型全站仪具有自动目标识别、自动目标跟踪、自动测量、自动记录、测量精度高等优点,其测量精度达到毫米级,甚至亚毫米级精度,故其常被用于边坡、大坝、桥梁、隧道等工程结构的高精度变形监测,但不能用于桥梁结构动态变形和振动频率测量,主要原因是:In the prior art, there is another automatic total station, which has the advantages of automatic target recognition, automatic target tracking, automatic measurement, automatic recording, and high measurement accuracy, and its measurement accuracy reaches millimeter level, even submillimeter Level accuracy, so it is often used for high-precision deformation monitoring of engineering structures such as slopes, dams, bridges, and tunnels, but it cannot be used for dynamic deformation and vibration frequency measurement of bridge structures. The main reasons are:
(1)由于时间分辨率低、测量数据遗漏、噪声干扰等原因,采用目前的测量方法,自动型全站仪只能测量出工程结构的准静态位移,无法测量工程结构的短周期动态位移及振动频率。(1) Due to low time resolution, omission of measurement data, noise interference and other reasons, with the current measurement method, the automatic total station can only measure the quasi-static displacement of the engineering structure, and cannot measure the short-period dynamic displacement and vibration frequency.
(2)由于自动型全站仪采用石英晶体震荡电路产生的电信号来计时,其时间精度难以达到结构振动测量的要求。(2) Since the automatic total station uses the electrical signal generated by the quartz crystal oscillating circuit to time the time, its time accuracy is difficult to meet the requirements of structural vibration measurement.
发明内容Contents of the invention
本发明要解决的技术问题就在于:针对现有技术存在的技术问题,本发明提供一种非接触式、高精度、高可靠性、高自动化的桥梁结构动态位移和振动频率的测量方法。The technical problem to be solved by the present invention is: aiming at the technical problems existing in the prior art, the present invention provides a non-contact, high-precision, high-reliability, and high-automation method for measuring the dynamic displacement and vibration frequency of bridge structures.
为解决上述技术问题,本发明采用以下技术方案:In order to solve the problems of the technologies described above, the present invention adopts the following technical solutions:
一种桥梁结构动态位移和振动频率的测量方法,其步骤为:A method for measuring dynamic displacement and vibration frequency of a bridge structure, the steps of which are:
(1)建立桥梁结构振动现场监测系统,同步采集振动位移和GNSS时间;利用自动全站仪的跟踪模式采集桥梁结构振动位移信息,利用GNSS信号接收机同步采集高精度GNSS时间并更新自动型全站仪的时间;(1) Establish a bridge structure vibration on-site monitoring system to collect vibration displacement and GNSS time synchronously; use the tracking mode of the automatic total station to collect bridge structure vibration displacement information, use the GNSS signal receiver to synchronously collect high-precision GNSS time and update the automatic total station station time;
(2)坐标系统投影转换;首先推算本地坐标系与桥梁独立坐标系之间的投影参数,然后将所测结构振动坐标投影转换到桥梁独立坐标系;(2) Coordinate system projection conversion; first calculate the projection parameters between the local coordinate system and the bridge independent coordinate system, and then transform the measured structural vibration coordinate projection into the bridge independent coordinate system;
(3)过滤桥梁结构振动位移粗差;依据桥梁结构振动的先验信息,设置位移边界值,剔除粗差;根据每行数据记录中的时间信息,过滤由于数据记录错误而引起的时间信息相同的数据行;(3) Filter the gross error of vibration displacement of the bridge structure; according to the prior information of the bridge structure vibration, set the displacement boundary value and eliminate the gross error; according to the time information in each row of data records, filter the same time information caused by data record errors row of data;
(4)线性插值方法对振动位移重取样;依据自动型全站仪的标称采样率,采用线性内插的方法对所测信息进行重取样,修补遗漏值;(4) The linear interpolation method resamples the vibration displacement; according to the nominal sampling rate of the automatic total station, the measured information is resampled by the linear interpolation method, and the missing value is repaired;
(5)采用切比雪夫滤波器分离位移中的准静态部分和动态部分;(5) Using the Chebyshev filter to separate the quasi-static part and the dynamic part in the displacement;
(6)采用快速傅里叶方法分析振动信号频谱;分别对测量的x(n)、y(n)、z(n)位移序列进行频谱分析,获得桥梁结构纵向、横向、竖向的振动频率。(6) Use the fast Fourier method to analyze the frequency spectrum of the vibration signal; perform frequency spectrum analysis on the measured x(n), y(n), and z(n) displacement sequences to obtain the vertical, horizontal, and vertical vibration frequencies of the bridge structure .
作为本发明的进一步改进:As a further improvement of the present invention:
所述步骤(2)是将监测点在本地坐标系统中的坐标和时间(E,N,H,T)转换到桥梁独立坐标系中的坐标和时间(x,y,z,t),采用下式(1)进行坐标投影转换:The step (2) is to convert the coordinates and time (E, N, H, T) of the monitoring point in the local coordinate system to the coordinates and time (x, y, z, t) in the independent coordinate system of the bridge, using The following formula (1) performs coordinate projection transformation:
式中i=1,2,3……,N,N为记录总量,α表示被监测桥梁8纵轴方向在本地坐标系中的方位角:In the formula, i=1, 2, 3..., N, N is the total amount of records, and α represents the azimuth of the longitudinal axis direction of the monitored bridge 8 in the local coordinate system:
α=arctan[(E2-E1)/(N2-N1)] (2)α=arctan[(E 2 -E 1 )/(N 2 -N 1 )] (2)
式中α表示被监测桥梁纵轴方向在本地坐标系中的方位角,(E1,N1)、(E2,N2)为桥面纵轴方向上两点在本地坐标系中坐标;本地坐标系为被监测桥梁所在地常用的直角坐标系;桥梁独立坐标系是以桥梁纵轴为x方向,以桥梁横轴为y方向,以桥梁竖轴为z方向的直角坐标系。In the formula, α represents the azimuth of the longitudinal axis of the monitored bridge in the local coordinate system, (E 1 , N 1 ), (E 2 , N 2 ) are the coordinates of two points on the longitudinal axis of the bridge deck in the local coordinate system; The local coordinate system is the Cartesian coordinate system commonly used in the location of the monitored bridge; the bridge independent coordinate system is a Cartesian coordinate system in which the longitudinal axis of the bridge is the x direction, the horizontal axis of the bridge is the y direction, and the vertical axis of the bridge is the z direction.
在进行所述步骤(1)之前,先使自动型全站仪的时间分辨率由1s提高到0.01s,并在标准基线上标定自动型全站仪,获取其测距加常数。Before performing the step (1), the time resolution of the automatic total station is increased from 1s to 0.01s, and the automatic total station is calibrated on the standard baseline to obtain its ranging addition constant.
所述步骤(1)的具体流程为:在第一基准点处设置圆棱镜,作为后视点;在位于河流上的被监测桥梁的桥面和/或桥塔的监测点安装360°棱镜,在第二基准点处安置一台自动型全站仪,并在自动型全站仪的顶部安装一台GNSS信号接收机,根据第一基准点、第二基准点的已知三维坐标值,利用第一基准点圆棱镜定向,在监测现场建站,组成包含三维振动位移和GNSS时间信息的四维振动监测系统。The concrete process of described step (1) is: a circular prism is set at the first datum point, as the backsight point; 360 ° prism is installed at the bridge deck of the monitored bridge on the river and/or the monitoring point of bridge tower, An automatic total station is placed at the second reference point, and a GNSS signal receiver is installed on the top of the automatic total station. According to the known three-dimensional coordinates of the first reference point and the second reference point, the first reference point is used A reference point circular prism is oriented, and a station is built at the monitoring site to form a four-dimensional vibration monitoring system including three-dimensional vibration displacement and GNSS time information.
所述步骤(4)的具体流程为:采用线性插值的方法修补遗漏值,t1时刻与t2时刻之间遗漏t时刻的位移值,计算t时刻的位移值(x,y,z):The concrete process of described step (4) is: adopt the method for linear interpolation to mend missing value, omit the displacement value of t moment between t1 moment and t2 moment, calculate the displacement value (x, y, z) of t moment:
式中(x1,y1,z1)为t1时刻的位移值,(x2,y2,z2)为t2时刻位移值,采用标称采样率为10Hz的自动型全站仪,数据记录间隔为0.1s,故上述的时刻值t1、t2、t为0.1s的倍数。In the formula, (x 1 , y 1 , z 1 ) is the displacement value at time t 1 , and (x 2 , y 2 , z 2 ) is the displacement value at time t 2 , using an automatic total station with a nominal sampling rate of 10Hz , the data recording interval is 0.1s, so the above-mentioned time values t 1 , t 2 , and t are multiples of 0.1s.
所述步骤(5)的具体流程为:选取0.01Hz为分离准静态位移和动态位移的截止频率,I型切比雪夫高通滤波器为:The concrete process of described step (5) is: choose 0.01Hz to be the cut-off frequency that separates quasi-static displacement and dynamic displacement, and I type Chebyshev high-pass filter is:
上式中ε为波纹系数、n为阶数、ω0为截止频率,Tn(w/w0)表示n阶切比雪夫多项式:In the above formula, ε is the ripple coefficient, n is the order, ω 0 is the cut-off frequency, and T n (w/w 0 ) represents the n-order Chebyshev polynomial:
设计波纹系数ε为0.1,截止频率ω0为0.01Hz、阶数n为8、通带波纹的I型切比雪夫高通滤波器分解振动位移中的准静态部分和动态部分。The designed ripple coefficient ε is 0.1, the cut-off frequency ω 0 is 0.01Hz, the order n is 8, and the I-type Chebyshev high-pass filter with passband ripple decomposes the quasi-static part and dynamic part in the vibration displacement.
与现有技术相比,本发明的优点在于:Compared with the prior art, the present invention has the advantages of:
1、本发明能同时监测结构动态响应的长周期准静态位移、短周期动态位移和振动频率,进而成功解决了动态位移和准静态位移难以同时监测的难点。1. The present invention can simultaneously monitor the long-period quasi-static displacement, short-period dynamic displacement and vibration frequency of the dynamic response of the structure, thereby successfully solving the difficulty of simultaneously monitoring the dynamic displacement and the quasi-static displacement.
2、本发明的测量精度高,可达到mm级的位移测量精度,精度明显高于现有技术中所有的常规测量方法。2. The measurement accuracy of the present invention is high, and can reach mm-level displacement measurement accuracy, and the accuracy is obviously higher than all conventional measurement methods in the prior art.
3、本发明能测量结构振动的三维绝对位移,并同时获取桥梁纵向、横向、竖向的动态响应,获取变形绝对值,最终能够实现桥梁结构变形的长期监测。3. The present invention can measure the three-dimensional absolute displacement of structural vibration, and at the same time obtain the dynamic response of the bridge in the vertical, horizontal and vertical directions, obtain the absolute value of deformation, and finally realize the long-term monitoring of the deformation of the bridge structure.
4、在本发明测量方法的监测信号中包含了纳秒级精度的GNSS时间,进而为本监测信号与其它设备的监测信号比较和融合创造了条件。即,本发明的测量方法通过外置GNSS信号接收机采集高精度GNSS时间、坐标系统投影转换、切比雪夫滤波器分解位移、线性插值修补遗漏值、快速傅里叶变换频谱分析等过程实现结构动态位移和振动频率测量,同时测量出结构振动的长周期准静态位移、短周期动态位移和振动频率。4. The monitoring signal of the measurement method of the present invention includes the GNSS time with nanosecond precision, thereby creating conditions for the comparison and fusion of the monitoring signal and monitoring signals of other equipment. That is, the measurement method of the present invention realizes the structure through processes such as collecting high-precision GNSS time by an external GNSS signal receiver, coordinate system projection conversion, Chebyshev filter decomposition displacement, linear interpolation to repair missing values, and fast Fourier transform spectrum analysis. Dynamic displacement and vibration frequency measurement, simultaneously measure long-period quasi-static displacement, short-period dynamic displacement and vibration frequency of structural vibration.
5、通过采用本发明的测量方法,能够为桥梁结构健康监测提供了一个新的非接触式动态响应监测手段,进而实现了桥梁结构动态参数非接触、高精度、高可靠性、高自动化的测量,将成为一种新的非接触式结构动态性能监测手段,具有广阔的应用前景。5. By adopting the measurement method of the present invention, a new non-contact dynamic response monitoring method can be provided for bridge structure health monitoring, and then the non-contact, high-precision, high-reliability and high-automation measurement of bridge structure dynamic parameters can be realized , will become a new non-contact structural dynamic performance monitoring means, and has broad application prospects.
附图说明Description of drawings
图1是本发明测量方法的流程示意图。Fig. 1 is a schematic flow chart of the measurement method of the present invention.
图2是本发明在具体应用实例中的仪器布置示意图。Fig. 2 is a schematic diagram of the arrangement of instruments in a specific application example of the present invention.
图3是本发明在具体应用实例中桥梁结构振动位移示意图。Fig. 3 is a schematic diagram of the vibration displacement of the bridge structure in a specific application example of the present invention.
图4是本发明在具体应用实例中桥梁结构振动准静态位移示意图。Fig. 4 is a schematic diagram of the vibration quasi-static displacement of the bridge structure in a specific application example of the present invention.
图5是本发明在具体应用实例中桥梁结构振动动态位移示意图。Fig. 5 is a schematic diagram of the vibration dynamic displacement of the bridge structure in a specific application example of the present invention.
图6是本发明在具体应用实例中桥梁结构振动位移频谱示意图。Fig. 6 is a schematic diagram of the vibration displacement spectrum of a bridge structure in a specific application example of the present invention.
图例说明:illustration:
1、圆棱镜;2、第一基准点;3、GNSS信号接收机;4、自动型全站仪;5、第二基准点;6、360°棱镜;7、桥面监测点;8、被监测桥梁;9、河流。1. Round prism; 2. First reference point; 3. GNSS signal receiver; 4. Automatic total station; 5. Second reference point; 6. 360°prism; 7. Bridge deck monitoring point; 8. By Monitoring bridges; 9, rivers.
具体实施方式Detailed ways
以下将结合说明书附图和具体实施例对本发明做进一步详细说明。The present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments.
如图1所示,本发明的桥梁结构动态位移和振动频率的测量方法,包括以下步骤:As shown in Figure 1, the measuring method of bridge structure dynamic displacement and vibration frequency of the present invention may further comprise the steps:
(1)对自动型全站仪4的内置程序进行升级及标定,自动型全站仪4用来采集位移数据。(1) The built-in program of the automatic total station 4 is upgraded and calibrated, and the automatic total station 4 is used to collect displacement data.
对自动型全站仪4的内置程序进行优化,使其时间分辨率由1s提高到0.01s,升级内置程序的核心框架格式。Optimize the built-in program of the automatic total station 4, increase its time resolution from 1s to 0.01s, and upgrade the core frame format of the built-in program.
在标准基线上标定自动型全站仪4,获取其测距加常数。其中,加常数的计算公式为:k=DAC-DAB-DBC,DAC、DAB、DBC分别为自动型全站仪4测量的线段AC、AB、BC的水平距离,而且A、B、C三点在同一直线上;即,线段AB、BC在同一直线上,两线AB和BC组成线段AC。采用自动型全站仪4分别测量线段AC、AB、BC的水平距离DAC、DAB、DBC,计算自动型全站仪4的加常数为:k=DAC-DAB-DBC。The automatic total station 4 is calibrated on the standard baseline to obtain its ranging addition constant. Wherein, the calculation formula of additive constant is: k=D AC -D AB -D BC , D AC , D AB , D BC are respectively the horizontal distances of the line segments AC, AB, BC measured by the automatic total station 4, and A The three points , B and C are on the same straight line; that is, the line segments AB and BC are on the same straight line, and the two lines AB and BC form the line segment AC. The automatic total station 4 is used to measure the horizontal distances D AC , D AB , and D BC of the line segments AC, AB , and BC respectively, and the additive constant of the automatic total station 4 is calculated as: k=D AC -D AB -D BC .
(2)建立桥梁结构振动现场监测系统,同步采集振动位移和GNSS时间。(2) Establish an on-site monitoring system for bridge structure vibration, and collect vibration displacement and GNSS time synchronously.
参见图2,在第一基准点2处设置圆棱镜1,作为后视点;在位于河流9上的被监测桥梁8的桥面和/或桥塔的桥面监测点7安装360°棱镜6,360°棱镜6与基座连接,基座通过U型支架固定在被监测桥梁8上,调节基座脚螺旋,使360°棱镜6的竖轴铅垂。在第二基准点5处安置一台自动型全站仪4,并在自动型全站仪4的顶部安装一台GNSS信号接收机3,GNSS信号接收机3可与自动型全站仪4通过自带接口无缝连接,根据第一基准点2、第二基准点5的已知三维坐标值,利用第一基准点圆棱镜1定向,在监测现场建站,组成包含三维振动位移和GNSS时间信息的四维振动监测系统。GNSS信号接收机3实时采集纳秒级精度的GNSS时间,并实时更新自动型全站仪4的时间,自动型全站仪4同步采集桥梁结构振动三维位移和时间信号。Referring to Fig. 2,
采用上述结构后,利用自动型全站仪4的跟踪模式采集桥梁结构振动位移信息,利用GNSS信号接收机3同步采集高精度GNSS时间,这样结构振动位移与GNSS时间通过仪器自带接口实现无缝融合,并实时更新自动型全站仪4的时间。After the above structure is adopted, the tracking mode of the automatic total station 4 is used to collect the vibration displacement information of the bridge structure, and the
自动型全站仪4同步采集桥梁结构GNSS时间和振动位移,每个时刻的数据按下面格式记录:The automatic total station 4 synchronously collects GNSS time and vibration displacement of the bridge structure, and the data at each moment is recorded in the following format:
编号Pi,GNSS时间Ti,东坐标Ei,北坐标Ni,高程Hi;其中,i=1,2,3……,N,N为记录总量。Number P i , GNSS time T i , east coordinate E i , north coordinate N i , elevation H i ; where i=1, 2, 3..., N, N is the total amount of records.
(3)坐标系统投影转换。(3) Coordinate system projection transformation.
自动型全站仪4采集以本地坐标系为基准的结构振动位移信号,首先推算本地坐标系与桥梁独立坐标系之间的投影参数,然后将所测结构振动坐标投影转换到桥梁独立坐标系,将桥面监测点7在本地坐标系统中的坐标和时间(E,N,H,T)转换到桥梁独立坐标系中的坐标和时间(x,y,z,t),采用下式(1)进行坐标投影转换:The automatic total station 4 collects the structural vibration displacement signal based on the local coordinate system, first calculates the projection parameters between the local coordinate system and the bridge independent coordinate system, and then converts the measured structural vibration coordinate projection into the bridge independent coordinate system, Convert the coordinates and time (E, N, H, T) of bridge deck monitoring point 7 in the local coordinate system to the coordinates and time (x, y, z, t) in the independent coordinate system of the bridge, using the following formula (1 ) for coordinate projection transformation:
式中i=1,2,3……,N,N为记录总量,α表示被监测桥梁8纵轴方向在本地坐标系中的方位角:In the formula, i=1, 2, 3..., N, N is the total amount of records, and α represents the azimuth of the longitudinal axis direction of the monitored bridge 8 in the local coordinate system:
α=arctan[(E2-E1)/(N2-N1)] (2)α=arctan[(E 2 -E 1 )/(N 2 -N 1 )] (2)
式中α表示被监测桥梁8纵轴方向在本地坐标系中的方位角,(E1,N1)、(E2,N2)为桥面纵轴方向上两点在本地坐标系中坐标。本地坐标系为被监测桥梁8所在地常用的直角坐标系;桥梁独立坐标系是以桥梁纵轴为x方向,以桥梁横轴为y方向,以桥梁竖轴为z方向的直角坐标系。In the formula, α represents the azimuth of the monitored bridge 8 longitudinal axis in the local coordinate system, (E 1 , N 1 ), (E 2 , N 2 ) are the coordinates of two points on the longitudinal axis of the bridge deck in the local coordinate system . The local coordinate system is a Cartesian coordinate system commonly used in the location of the monitored bridge 8; the bridge independent coordinate system is a Cartesian coordinate system in which the longitudinal axis of the bridge is the x direction, the horizontal axis of the bridge is the y direction, and the vertical axis of the bridge is the z direction.
(4)过滤桥梁结构振动位移粗差。(4) Filter the gross error of bridge structure vibration displacement.
依据桥梁结构振动的先验信息,设置位移边界值,剔除粗差;根据每行数据记录中的时间信息,过滤由于数据记录错误而引起的时间信息相同的数据行。According to the prior information of bridge structure vibration, the displacement boundary value is set to eliminate gross errors; according to the time information in each row of data records, the data rows with the same time information caused by data recording errors are filtered.
桥梁结构振动的先验信息依据桥梁结构实际尺寸和材质,采用有限元方法计算出位移峰值τ,取3τ为位移边界值,直接剔除大于3τ的位移值。自动型全站仪4的跟踪模式采用率达到10Hz,仪器实时记录包含点号P、时间t、纵向坐标x、横向坐标y、竖向坐标z的数据,由于数据更新和记录频率高,会出现重复和遗漏数据的现象,根据数据记录中的时间t,直接剔除重复数据记录。The prior information of the bridge structure vibration is based on the actual size and material of the bridge structure, using the finite element method to calculate the displacement peak τ, taking 3τ as the displacement boundary value, and directly eliminating the displacement value greater than 3τ. The tracking mode adoption rate of the automatic total station 4 reaches 10Hz. The instrument records real-time data including point number P, time t, longitudinal coordinate x, transverse coordinate y, and vertical coordinate z. Due to the high frequency of data update and recording, there will be For the phenomenon of duplication and omission of data, according to the time t in the data record, the duplicate data records are directly eliminated.
(5)线性插值方法对振动位移重取样。(5) The linear interpolation method resamples the vibration displacement.
由于数据更新和记录频率高,会出现数据遗漏的现象,由于遗漏的数据分布不均匀,如果直接采用此数据进行动态位移和频谱分析,精度和准确性都明显降低,必须依据自动型全站仪4的标称采样率,采用线性内插的方法对所测信息进行重取样,修补遗漏值。Due to the high frequency of data update and recording, there will be data omission phenomenon. Due to the uneven distribution of omission data, if this data is directly used for dynamic displacement and spectrum analysis, the precision and accuracy will be significantly reduced. It must be based on the automatic total station The nominal sampling rate is 4, and the measured information is resampled by linear interpolation to repair missing values.
采用线性插值的方法修补遗漏值,t1时刻与t2时刻之间遗漏t时刻的位移值,计算t时刻的位移值(x,y,z):Use the linear interpolation method to repair the missing value, the displacement value at time t is missing between time t 1 and time t 2 , and calculate the displacement value (x, y, z) at time t:
式中(x1,y1,z1)为t1时刻的位移值,(x2,y2,z2)为t2时刻位移值,采用标称采样率为10Hz的自动型全站仪,数据记录间隔为0.1s,故上述的时刻值t1、t2、t为0.1s的倍数。重取样后的位移如图3所示,图中横轴表示时间(time),纵轴表示位移(Displacement),包含结构振动纵向位移(x-axis)、横向位移(y-axis)、竖向位移(z-axis)共三部分数据。In the formula, (x 1 , y 1 , z 1 ) is the displacement value at time t 1 , and (x 2 , y 2 , z 2 ) is the displacement value at time t 2 , using an automatic total station with a nominal sampling rate of 10Hz , the data recording interval is 0.1s, so the above-mentioned time values t 1 , t 2 , and t are multiples of 0.1s. The displacement after resampling is shown in Figure 3. The horizontal axis in the figure represents time (time), and the vertical axis represents displacement (Displacement), including structural vibration longitudinal displacement (x-axis), lateral displacement (y-axis), vertical There are three parts of displacement (z-axis) data.
(6)采用切比雪夫滤波器分离位移中的准静态部分和动态部分。(6) Using Chebyshev filter to separate the quasi-static part and dynamic part in the displacement.
由外部荷载作用下引起的长周期准静态位移的变化周期达数分钟或更长,其变化变化频率小于0.01Hz,工程结构振动频率通常为0.1Hz~10Hz,故选取0.01Hz为分离准静态位移和动态位移的截止频率,I型切比雪夫高通滤波器为:The change period of the long-period quasi-static displacement caused by the external load is several minutes or longer, and its change frequency is less than 0.01 Hz. The vibration frequency of engineering structures is usually 0.1 Hz to 10 Hz, so 0.01 Hz is selected as the separation quasi-static displacement. and the cutoff frequency of the dynamic displacement, the type I Chebyshev high-pass filter is:
上式中ε为波纹系数、n为阶数、ω0为截止频率,Tn(w/w0)表示n阶切比雪夫多项式:In the above formula, ε is the ripple coefficient, n is the order, ω 0 is the cut-off frequency, and T n (w/w 0 ) represents the n-order Chebyshev polynomial:
设计波纹系数ε为0.1,截止频率ω0为0.01Hz、阶数n为8、通带波纹的I型切比雪夫高通滤波器分解振动位移中的准静态部分和动态部分。采用上述设计的切比雪夫滤波器分离分解结构振动位移如图3所示,分解出的准静态位移如图4所示,分解出的动态位移如图5所示。The designed ripple coefficient ε is 0.1, the cut-off frequency ω 0 is 0.01Hz, the order n is 8, and the I-type Chebyshev high-pass filter with passband ripple decomposes the quasi-static part and dynamic part in the vibration displacement. Using the Chebyshev filter designed above to separate and decompose the structural vibration displacement is shown in Figure 3, the decomposed quasi-static displacement is shown in Figure 4, and the decomposed dynamic displacement is shown in Figure 5.
(7)快速傅里叶方法分析振动信号频谱。(7) The fast Fourier method analyzes the frequency spectrum of the vibration signal.
采用特定的窗函数对修正后结构振动信号进行时域到频域的转换,进行结构振动信号频谱分析,获取结构振动频率。分别对测量的x(n)、y(n)、z(n)位移序列进行频谱分析,可以获得桥梁结构纵向、横向、竖向的振动频率,如图6所示,为桥梁结构振动位移频谱示意图。A specific window function is used to convert the corrected structural vibration signal from the time domain to the frequency domain, and to analyze the frequency spectrum of the structural vibration signal to obtain the structural vibration frequency. Spectrum analysis is performed on the measured x(n), y(n), z(n) displacement sequences respectively, and the longitudinal, lateral and vertical vibration frequencies of the bridge structure can be obtained, as shown in Figure 6, which is the vibration displacement spectrum of the bridge structure schematic diagram.
各方向分析方法一致,下面以z(n)位移序列为例。对时域的z(n)进行离散傅里叶变化获得频域函数Z(k):The analysis methods in each direction are the same, and the z(n) displacement sequence is taken as an example below. Perform discrete Fourier transformation on z(n) in the time domain to obtain the frequency domain function Z(k):
式中z(n)的长度为M,N为离散傅里叶变化区间长度,取值N=M,令:In the formula, the length of z(n) is M, and N is the interval length of the discrete Fourier change, and the value N=M, so that:
则but
采用时间域抽取方法将N点离散傅里叶变换分解为短的傅里叶变化,降低运算量,对上式按n的奇偶性分解z(n)两个数据序列进行计算,减少运算量,提高效率。The time-domain extraction method is used to decompose the N-point discrete Fourier transform into short Fourier changes to reduce the amount of calculation. The above formula is calculated by decomposing the two data sequences of z(n) according to the parity of n to reduce the amount of calculation. Improve efficiency.
以上仅是本发明的优选实施方式,本发明的保护范围并不仅局限于上述实施例,凡属于本发明思路下的技术方案均属于本发明的保护范围。应当指出,对于本技术领域的普通技术人员来说,在不脱离本发明原理前提下的若干改进和润饰,应视为本发明的保护范围。The above are only preferred implementations of the present invention, and the protection scope of the present invention is not limited to the above-mentioned embodiments, and all technical solutions under the idea of the present invention belong to the protection scope of the present invention. It should be pointed out that for those skilled in the art, some improvements and modifications without departing from the principle of the present invention should be regarded as the protection scope of the present invention.
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