METHOD AND PROGRAM FOR CALCULATING STIFFNESS COEFFICIENT OF BRIDGE BY USING AMBIENT VIBRATION TEST DATA
20190333270 ยท 2019-10-31
Inventors
Cpc classification
E01D22/00
FIXED CONSTRUCTIONS
E01D19/00
FIXED CONSTRUCTIONS
G06F30/23
PHYSICS
G06T17/20
PHYSICS
G06F30/13
PHYSICS
International classification
G06T17/20
PHYSICS
E01D19/00
FIXED CONSTRUCTIONS
Abstract
Disclosed herein are a method and program for calculating the stiffness coefficient of a bridge by using a finite element model. The method of calculating the stiffness coefficient of a bridge by using a finite element model includes: step (a) of receiving the information of a bridge in an ambient vibration test via a simulator for a finite element model; step (b) of calculating relative girder displacements (RGDs) by converting the deflection displacements of the bridge into proportions; and step (c) of calculating the stiffness coefficient k of the bridge from the error function of the bridge using the relative girder displacements (RGDs) as a variable by taking into account the deflection shape of the bridge in the relative girder displacements (RGDs) calculated at step (b). In this case, the stiffness coefficient k of the bridge is calculated using ambient vibration test data.
Claims
1. A method of calculating a stiffness coefficient of a bridge by using a finite element model, the method comprising: step (a) of receiving information of a bridge in an ambient vibration test via a simulator for a finite element model; step (b) of calculating relative girder displacements (RGDs) by converting deflection displacements of the bridge into proportions; and step (c) of calculating a stiffness coefficient k of the bridge from an error function of the bridge using the relative girder displacements (RGDs) as a variable by taking into account a deflection shape of the bridge in the relative girder displacements (RGDs) calculated at step (b); wherein the relative girder displacement (RGD) is defined as a value obtained by dividing a displacement value generated in each of girders by a displacement value of a girder having a largest one of displacement values generated in the respective girders of the bridge in an ambient vibration test, and the stiffness coefficient k of the bridge is calculated using ambient vibration test data.
2. The method of claim 1, wherein step (a) comprises receiving data on displacements generated by the girders of the bridge during ambient vibration as the information of the bridge via the simulator for a finite element model.
3. The method of claim 1, wherein each of the relative girder displacements (RGDs) at step (b) is defined by Equation 1 below:
4. The method of claim 1, wherein step (b) enables calculation of the stiffness coefficient independent of a magnitude of the load applied to the bridge in such a manner that the relative girder displacements (RGDs) convert the deflection displacements of the individual girders of the bridge into proportions.
5. The method of claim 1, wherein step (b) comprises: step (b-1) of defining the relative girder displacements (RGDs); step (b-2) of defining the error function of the relative girder displacements (RGDs) each obtained by dividing a difference between a simulated value of the relative girder displacement (RGD) and an actually measured value of the relative girder displacement (RGD) by the actually measured value of the relative girder displacement (RGD); and step (b-3) of calculating the relative girder displacements (RGDs) when the error function of the relative girder displacements (RGDs) defined at step (b-2) is minimized.
6. The method of claim 5, wherein the error function of the relative girder displacements (RGDs) at step (b-2) is defined by Equation 3 below:
7. The method of claim 1, wherein: step (c) comprises step (c-1) of defining a relative girder displacement assurance criterion (RGDAC) as an outer product of an actually measured vector of the relative girder displacement (RGD) and a simulated vector of the relative girder displacement (RGD); and a deflection shape of the bridge is taken into account by correcting the relative girder displacements (RGDs) represented by individual values.
8. The method of claim 7, wherein: step (c) comprises step (c-2) of defining the error function of the bridge by using the relative girder displacement assurance criterion (RGDAC), as shown in Equation 4 below:
e2(x).sub.RGDAC=|1RGDAC|(4) where RGDAC is a relative girder displacement assurance criterion, and e2(x).sub.RGDAC is the error function of the bridge; and the stiffness coefficient k is calculated based on the relative girder displacement assurance criterion (RGDAC) when the error function of the bridge is minimized.
9. A computer-readable storage medium having stored therein a program for calculating a stiffness coefficient of a bridge by using a finite element model that, when executed by a computer, causes the computer to perform: step (a) of receiving information of a bridge in an ambient vibration test via a simulator for a finite element model; step (b) of calculating relative girder displacements (RGDs) by converting deflection displacements of the bridge into proportions; and step (c) of calculating a stiffness coefficient k of the bridge from an error function of the bridge using the relative girder displacements (RGDs) as a variable by taking into account a deflection shape of the bridge in the relative girder displacements (RGDs) calculated at step (b).
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0022] The above and other objects, features, and advantages of the present invention will be more clearly understood from the following detailed description taken in conjunction with the accompanying drawings, in which:
[0023]
[0024]
[0025]
[0026]
[0027]
[0028]
[0029]
DETAILED DESCRIPTION
[0030] The present invention will be described in detail below with reference to the accompanying drawings. However, the present invention is not limited or restricted to exemplary embodiments. The same reference symbols that are presented in the individual drawings denote the members that perform substantially the same function.
[0031] The objects and effects of the present invention will be naturally understood or made clearer by the following description, and the objects and effects of the present invention are not limited merely by the following description. Furthermore, in the following description of the present invention, when it is determined that a detailed description of a well-known technology related to the present invention may unnecessarily make the gist of the present invention obscure, the detailed description will be omitted.
[0032]
[0033]
[0034] As illustrated in
[0035] <Error Function in Static Load Test>
where e is an error function, .sup.m is the deflection of the girder 10 actually measured in a static load test, and a is the deflection of the girder 10 simulated in a finite element model. In other words, the actually measured value m of the girder is substituted into the error function. The moment at which the value of the error function e is minimized is searched for while varying the value a in the finite element model. In this case, the stiffness coefficient k is calculated via the displacement calculated using the relation Q=k.Math. and already known value of the load Q. However, a problem arises in that in the state in which the bridge has not been controlled, the magnitude and location of the load Q vary in real time, and thus the stiffness coefficient k may not be calculated using the conventional finite element model.
[0036] Therefore, an embodiment of the present invention proposes a finite element modeling method that has been improved to obtain a result, such as the result of the calculation of the stiffness coefficient in a static load test, by using ambient vibration test data in which the load is variable in real time without depending upon the magnitude of the load.
[0037] Step (a) S10 refers to the step of receiving the information of the bridge under an ambient vibration test via a simulator for a finite element model. At step (A) S10, data on displacements that are generated when the girders 10 of the bridge 1 are subjected to ambient vibration may be received as the information of the bridge via the simulator for a finite element model. In the present specification, the term bridge 1 is defined as a term including the girders 10 of the bridge 1. Accordingly, the calculation of the stiffness coefficient of the bridge 1 may be understood as the calculation of the stiffness coefficients of the plurality of girders 10.
[0038] Step (a) S10 refers to the step of receiving the values on of the deflections of the girders 10 in an ambient vibration test. In the present embodiment, step (a) S10 may be understood as the step at which a user enters ambient vibration test data on a website that is constructed by a server in which the computation of the finite element model is performed. The displacement values entered by the user at step (a) S10 are actually measured test data values. In the following, the value of an actually measured displacement is denoted by m, and a model value used to simulate the point, at which an error function is minimized, in order to calculate a stiffness coefficient is denoted by a.
[0039] Step (b) S30 refers to the step of calculating relative girder displacements (RGDs) by converting the deflection displacements of the bridge 1 into proportions. Step (b) S30 enables the calculation of the stiffness coefficient independent of the magnitude of the load applied to the bridge in such a manner that the relative girder displacements (RGDs) convert the deflection displacements of the individual girders 10 of the bridge 1 into proportions. The present applicant defined the concept relative girder displacement (RGD) in order to incorporate static characteristics into the calculation of a stiffness coefficient in an ambient vibration test. Accordingly, the present applicant presented the paper regarding an improved finite element model (Do-bin Kim and three other persons, Improvement of Finite Element Model Using Relative Girder Displacement (RGD) and Evaluation of Rating Factor, 2014 Regular Academic Conference of the Korean Society of Civil Engineers).
[0040] In the method of calculating a stiffness coefficient according to the present embodiment, in order to further improve the finite element model improved by means of the relative girder displacement (RGD), a variable called a relative girder displacement assurance criterion (RGDAC) is used. To help the understanding of an embodiment to be described later, the term relative girder displacement will now be described. The relative girder displacement is abbreviated to RGD.
[0041]
[0042] Step (b-1) S301 refers to the step of defining the relative girder displacements (RGDs). The relative girder displacements are a variable that was developed by the present applicant in order to incorporate the static characteristics of a bridge in an ambient vibration test in which the bridge was not controlled. In an ambient vibration test, as the magnitude of a load Q varies continuously, the scalar value of the deflection displacement of the girder 10 also varies continuously. In this case, the characteristics of the girders 10 are constant both in a static load test and in a dynamic load test. Accordingly, when the scalar values of the displacements are represented by proportion values representative of the displacement characteristics of the individual girders 10, this is independent of the magnitude characteristics of the load, and static characteristics related to the stiffness coefficients of the girders 10 may be taken into account.
[0043] At step (b-1) S301, each of the relative girder displacements (RGDs) may be defined as a value obtained by dividing a displacement value generated in each of the girders by the displacement value of the girder 10 having the largest one of displacement values generated in the respective girders 10 of the bridge 1 in an ambient vibration test, and the relative girder displacement (RGD) may be represented by Equation 1 below:
where RGD is the relative girder displacement, is the displacement value, i is the grid number of the each of the girder, and max() is the displacement value of the girder having the largest one of the generated displacements.
[0044] As another embodiment, at step (b-1) S301, each of the relative girder displacements (RGDs) may be defined as a value obtained by dividing the displacement value generated in each of the girders 10 by the sum of the displacement values generated in the girders 10 of the bridge 1 in an ambient vibration test, and the relative girder displacement may be defined as Equation 2 below:
where RGD is the relative girder displacement, is the displacement value, i is the grid number of the each of the girder, and .sub.i=1.sup.N.sub.i is the sum of the displacement values generated in the respective girders.
[0045] In summary, at step (b-1) S301, it is sufficient if the relative girder displacement (RGD) defines the characteristic of the girder 10 as a proportion. In this case, the proportion may be defined as a value obtained by dividing the displacement value of each of the girders 10 by the largest displacement value, i.e., the value of max(), or by dividing the displacement value of each of the girders 10 by the sum of the displacement values of all the girders 10.
[0046] Step (b-2) S303 refers to the step of defining the error function of the relative girder displacements (RGD) each obtained by dividing the difference between the simulated value of the relative girder displacement (RGD) and the actually measured value of the relative girder displacement (RGD) by the actually measured value of the relative girder displacement (RGD).
[0047] At step (b-2) S303, the error function of the relative girder displacements (RGDs) may be defined as Equation 3 below:
where e(x).sub.RGD is the error function of the relative girder displacements (RGDs), RGD(x).sub.i.sup.a is the simulated value of the relative girder displacement (RGD) that is variable in the simulator for a finite element model, and RGD.sub.i.sup.m is the actually measured value of the relative girder displacement (RGD).
[0048] It is noted that a variable called the relative girder displacement (RGD) is a variable into which static characteristics have been incorporated and is a value which is obtained using ambient vibration test data. Accordingly, in the present embodiment, the error function may be defined as the variable relative girder displacement (RGD). At step (a) S10, a user enters the actually measured deflection displacement value m of the girder 10. In this case, at step (b-2) S303, the actually measured relative girder displacement RGD.sub.i.sup.m is calculated via Equation 1 or 2 defined at step (b-1) S301.
[0049] Step (b-3) S305 refers to the step of calculating a relative girder displacement (RGD) when the error function of the relative girder displacements (RGDs) defined at step (b-2) S303 is minimized. The server in which the method of calculating a stiffness coefficient according to the present embodiment has been implemented varies RGD(x)i.sup.a by simulating the finite element model, and calculates a relative girder displacement (RGD) value via the error function e(x).sub.RGD while RGD(x)i.sup.a is varied. In other words, at step (b-3) S305, the simulator for a finite element model calculates a relative girder displacement (RGD) when e(x).sub.RGD is minimized while varying RGD(x)i.sup.a.
[0050]
[0051] Step (c) S50 refers to the step of calculating the stiffness coefficient k of the bridge 1 from the error function of the bridge 1 using the relative girder displacements (RGDs) as a variable by taking into account the deflection shape of the bridge 1 in the relative girder displacements (RGDs) calculated at step (b) S30.
[0052] In the above-described paper of the present applicant (Do-bin Kim and three other persons, Improvement of Finite Element Model Using Relative Girder Displacement (RGD) and Evaluation of Rating Factor, 2014 Regular Academic Conference of the Korean Society of Civil Engineers), the relative girder displacement (RGD) was defined in order to incorporate static characteristics into a dynamic characteristic test. However, a problem arises in that the deflection shape of the bridge 1 is not taken into account because the relative girder displacement (RGD) is defined as a proportion.
[0053] The values of displacements and relative girder displacements (RGDs) for the individual girders 10 calculated in the test example of step (b) S30 according to the present embodiment are listed in Table 1 below:
TABLE-US-00001 TABLE 1 .sub.D (mm) RGD.sub.i,max 1.sup.st girdier 1.9807 0.2928 2.sup.nd girder 5.1251 0.7768 3.sup.rd girder 6.234 0.9395 4.sup.th girder 6.6449 1 5.sup.th girder 5.8666 0.8913 6.sup.th girder 4.3722 0.6785 7.sup.th girder 2.8536 0.4533 8.sup.th girder 1.4787 0.2457
[0054] Table 1 shows the data values of the finite element model obtained through the performance of step (b) S30. When step (b-3) S305 is performed based on the test data of Table 1, e(x).sub.RGD is obtained as 0.045. In this case, the relative girder displacements (RGDs) in which e(x).sub.RGD satisfies 0.045 may correspond to various shapes of the girders 10, rather than one shape of the girders 10, as shown in
[0055] Referring to
TABLE-US-00002 TABLE 2 True RGD Updated 1 Updated 2 Updated 3 1.sup.st girdier 0.2928 0.2928 0.205 0.2308 2.sup.nd girder 0.7768 0.7768 0.5438 0.6121 3.sup.rd girder 0.9395 0.9395 0.6576 0.7403 4.sup.th girder 1 1 1 0.788 5.sup.th girder 0.8913 0.6239 0.6239 1 6.sup.th girder 0.6785 0.475 0.6785 0.8821 7.sup.th girder 0.4533 0.3173 0.4533 0.544 8.sup.th girder 0.2457 0.172 0.2457 0.2948
[0056] Accordingly, according to the embodiment of the present invention, at step (c) S50, the variable relative girder displacement assurance criterion (RGDAC) is defined in order to enable the relative girder displacement (RGD) to take into account the shape of the bridge 1, and the stiffness coefficient of the RGD incorporating the shape of the actual bridge 1 thereinto is calculated.
[0057] Step (c-1) S501 refers to the step of defining the relative girder displacement assurance criterion (RGDAC) as the outer product of the actually measured vector of the relative girder displacement (RGD) and the simulated vector of the relative girder displacement (RGD). Step (c-1) S501 enables the deflection shape of the bridge to be taken into account by correcting the relative girder displacements (RGDs) represented by individual values. The corrected relative girder displacement is named a relative girder displacement assurance criterion, and may be abridged to RGDAC.
[0058] At step (c-1) S501, the RGDAC is defined as the outer product of the RGDs. When the RGD is corrected to the outer product of vectors, the RGD incorporating the actually measured shape of the bridge thereinto allows the value of the outer product of the actually measured vector of the RGD and the variable vector of the RGD to become 1. At step (c-2) S503, the error function in which a result value is minimized is defined by taking into account the fact that the RGDAC is defined as the outer product of vectors at step (c-1) S501 and the value of the RGDAC incorporating the shape of the bridge thereinto becomes 1. The error function defined at step (c-2) S503 becomes the error function of the bridge that is used to calculate the final stiffness coefficients of the girders 10.
[0059] Step (c-2) S503 refers to the step of defining the error function of the bridge by using the relative girder displacement assurance criterion (RGDAC), as shown in Equation 4 below:
e2(x).sub.RGDAC=|1RGDAC|(4)
where RGDAC is a relative girder displacement assurance criterion, and e2(x).sub.RGDAC is the error function of the bridge.
[0060] Step (c-3) S505 refers to the step of calculating the stiffness coefficient k of the bridge by using the error function of the bridge defined at step (c-2) S503. In the present embodiment, step (c-3) S505 calculates the value of the RGDAC when e2(x).sub.RGDAC is minimized. According to the defined concept of the RGDAC, the value of the RGDAC when e2(x).sub.RGDAC is minimized becomes an RGD value that incorporates the actually measured shape of the RGD thereinto. At step (c-3) S505, a corresponding stiffness coefficient k is calculated from the value of the RGDAC when e2 (x).sub.RGDAC is minimized.
[0061]
TABLE-US-00003 TABLE 3 Measured Baseline Mode frequency frequency Discrepancy No. (Hz) (Hz) (%) Description 1 2.471 2.6448 7.03% Bending (B1) 2 3.069 3.4494 12.39% Torsion(T1) 3 4.829 6.006 24.37% Lateral (L1) 4 8.157 7.8064 4.30% Lateral (L2) 5 9.398 10.1833 8.36% Torsion(T2) 6 10.538 11.8343 12.30% Lateral + Bending(C1)
[0062] In the ambient vibration test case of
TABLE-US-00004 TABLE 4 e.sub.NF e.sub.MAC e.sub.DISP e.sub.RGD e.sub.RGDAC Objective Function Case 1 minJ1(x) = min(e.sub.NF + e.sub.RGD) Case 2 minJ2(x) = min(e.sub.NF + e.sub.RGDAC) Case 3 minJ3(x) = min(e.sub.NF + e.sub.RGD + e.sub.RGDAC) Case 4 min J4(x) = min(e.sub.NF + e.sub.MAC) Case 5 min J5(x) = min(e.sub.NF + e.sub.MAC + e.sub.DISP)
[0063] Cases 1 to 4 are test examples of calculating stiffness coefficients by using data in a dynamic load test. Case 5 takes into account static deflections e.sub.DISP, and has the most ideal stiffness coefficient value of the bridge. In this case, case 4 is the case of calculating a stiffness coefficient by using a natural frequency e.sub.NF and a conventional error function e.sub.MAC, and is based on the conventional finite element model. In contrast, the method of calculating a stiffness coefficient according to the present embodiment corresponds to case 3 that incorporates RGD and RGDAC thereinto.
[0064] In the evaluation of the rating factor of the same bridge 1, one of the cases 1 to 4 in a dynamic load test that has a result value most similar to that of case 5 ideal in a static characteristic test will become the most preferred method of calculating a stiffness coefficient.
[0065]
[0066] Referring to
[0067] As another embodiment of the present invention, there is provided a computer-readable storage medium having stored therein a program for calculating the stiffness coefficient of a bridge by using a finite element model that, when executed by a computer, causes the computer to perform: step (a) S10 of receiving the information of a bridge in an ambient vibration test via a simulator for a finite element model; step (b) S30 of calculating relative girder displacements (RGDs) by converting the deflection displacements of the bridge into proportions; and step (c) S50 of calculating the stiffness coefficient k of the bridge from the error function of the bridge using the relative girder displacements (RGDs) as a variable by taking into account the deflection shape of the bridge in the relative girder displacements (RGDs) calculated at step (b) S30.
[0068] As a preferred embodiment, the method of calculating the stiffness coefficient of a bridge shown in
[0069] According to the present invention, the deflection displacements of a bridge are converted into proportions and the error function of the bridge is defined using relative girder displacements as a variable, and thus even ambient vibration data may incorporate static characteristics thereinto.
[0070] In greater detail, according to the present invention, by taking into account the fact that the cases of the actual deflection displacements (scalar values) of girders satisfying a stiffness coefficient calculated based on relative girder displacements defined as proportions are various, a relative girder displacement assurance criterion (RGDAC) is obtained by obtaining the outer product of the vector of the relative girder displacement value simulated such that the shapes of girders can be similar to actually measured shapes and the vector of the actually measured relative girder displacement value, and the error function of the bridge is defined based on the relative girder displacement assurance criterion (RGDAC). Accordingly, the finite element model improved according to the present invention may take into account both static characteristics and dynamic characteristics, and a stiffness coefficient in which the shape of the bridge is taken into account may be calculated.
[0071] Although the present invention has been described in detail above via the representative embodiments, it will be apparent to those having ordinary knowledge in the art to which the present invention pertains that various modifications may be made to the above-described embodiments without departing from the scope of the present invention. Therefore, the scope of the present invention should not be defined only based on the described embodiments, but should be defined not only based on the attached claims but also based on all modifications or alterations derived from the equivalent concepts of the attached claims.