A study on the application of the operating modal analysis method in selfpropelled gun development
Pengke Liu^{1} , Xiaojun Shao^{2} , Faming Zhou^{3} , Hongxiao Chao^{4}
^{1, 2, 3, 4}Northwest Institute of Mechanical and Electrical Engineering, 712099, Xianyang, Shanxi, P. R. China
^{1}Corresponding author
Journal of Vibroengineering, Vol. 18, Issue 3, 2016, p. 16831691.
https://doi.org/10.21595/jve.2016.15852
Received 28 August 2015; received in revised form 27 December 2015; accepted 18 January 2016; published 15 May 2016
JVE Conferences
The basic theory and main features of operating modal analysis method have been elaborated, and then by using this method, the parameters of loworder natural characteristics of some wheeled and tracked selfpropelled guns have been obtained. By two examples, the application of the operating modal analysis method for the development of selfpropelled gun has been introduced. According to the result of operating modal analysis, for some wheeled selfpropelled gun, “beat vibration” between the firstorder natural characteristics and firing frequency of the gun has been identified, and further research indicates that the primary cause of the “beat vibration” is that the stiffness of the cradle is too weak which enlarges the vibratory response of the muzzle. With the reinforcement of the cradle, the testing result of firing indicates that the vibratory response of the muzzle is reduced obviously, and that the firing dispersion is much better than before. In order to certificate the accuracy of its dynamic model, for some tracked selfpropelled guns, the natural characteristics of the whole gun through a comparison of the operating modal analysis and finite element calculation have been specified, and then according to the results of operating modal analysis, the dynamic model of the gun has been meliorated, and the natural characteristics of the gun by the finite element calculation are consistent with those by the operating modal analysis. This indicates that the model of the gun is correct with the vibratory response of the whole gun under seven running fire simulated, and that the error of vibratory response of the muzzle between firing testing and analog simulation does not exceed 15 %.
Keywords: wheeled selfpropelled guns, tracked selfpropelled guns, operating modal analysis, the vibratory response analysis, dynamic modeling of the gun.
1. Introduction
The natural characteristics of the selfpropelled gun have significant impact on its vibration response, dynamic strength, as well as firing dispersion [1]. So, it is important to master the natural characteristics of the guns to research its vibratory response and firing dispersion.
Due to its big mass and complex structure, it is difficult to obtain the natural characteristics of the selfpropelled guns, for it is a big trouble both to ensure the exciting of whole system and to avoid partial overloading at the same time. By using the operating modal analysis method, its much bigger exciting energy and more uniform energy dispersion, can be used for obtain the natural characteristics of the selfpropelled guns [2, 3]. For this method, the other advantage is that the exciting signals need not to be recorded and that the modal analysis can be done when the gun is firing [4]. So, in this paper, the operating modal analysis method is used to obtain the natural characteristics of some wheeled and tracked selfpropelled guns, and according to the results of modal analysis, the firing dispersion of some wheeled selfpropelled gun and the dynamic modeling and its validity of some tracked selfpropelled gun are researched respectively, and the research result is, helpfully, of much use in the development of the selfpropelled guns [5].
2. The operating modal analysis method
The modal parameters are identified from the response signals picked up when the structure is in working conditions or under environmental exciting, and the method is known as the operating modal analysis method [6, 7].
The basic idea of the operating modal analysis lies in the fact that the expressions of the crosscorrelation function has the similar format with the impulse response function between the two response points, and that the modal parameters can be identified in the time domain after the crosscorrelation function between the two response points has been obtained [8, 9]. If the exciting is unknown, the operating deflection shape frequency response functions (ODS FRF) can be used to identify the natural characteristics of the gun accurately [10, 11]. ODS FRF is a frequency response function calculated from response data of different points under the working conditions, with response signals of some points as the reference signals, and others as flow response signals. By calculating the crossspectrum between the flow response signals and the reference response signals, the ODS FRF substitutes the square root of the spectral amplitude of the flow response signals with the crossspectral amplitude, and retains the phase information of response data between different measurement groups in cross spectrum. Therefore, ODS FRF is constituted by combining selfspectrum amplitude of the flow response signals and crossspectrum phase information of the flow response signals as well as reference response signals, and its expression is:
where: ${G}_{xy}\left(\omega \right)={F}_{x}\left(\omega \right){F}_{y}^{*}\left(\omega \right)$ represents the crossspectrum of the flow response signals and reference response signals; ${G}_{xx}\left(\omega \right)={F}_{x}\left(\omega \right){F}_{x}^{*}\left(\omega \right)$ represents the selfspectrum of the flow response signals.
If the exciting spectrum is relatively flat in the vicinity of natural frequency, that means it is characteristic of the white noise stimulation, and that the fitting method of the frequency response function can be used to fit ODS FRF curve, and thus modal parameters can be obtained. The frequency response function matrix contains the frequency response function curve, stimulation Fourier spectrum and response Fourier spectrum. Frequency response function matrix elements can be expressed as:
where: ${F}_{x}\left(j\omega \right)$ represents Fourier spectrum of the response signal; ${F}_{f}\left(j\omega \right)$ represents Fourier spectrum of the stimulation signal; ${H}_{x,f}\left(j\omega \right)$ represents transfer function of incentive and response signal.
If stimulation in the vicinity of the natural modal meets the white noise stimulation conditions, the amplitude of the Fourier spectrum can be substituted by a constant:
From Eq. (2) the relationship between the response and the frequency response function can be:
By the above analysis, it is evident that the information of the structure’s modal parameters is included in the ODS FRF which has similar expression with frequency response function. Therefore, the frequency response function fitting method can be used in fitting the ODS FRF, and the modal parameters can be obtained.
3. The obtainment of the natural characteristics of selfpropelled guns by using the operating modal analysis
The operating modal analysis has been used to obtain the natural characteristics of the wheeled selfpropelled gun and the tracked selfpropelled gun. The two kinds of guns have the similar structure forms, so, takes the tracked selfpropelled guns as example to describe the process of testing.
During the testing, the selfpropelled guns are parked on flat floor. When the preparation work is ready, start the engines for exciting, and the exciting process is: with the engineer having been started, raise the rotational speed of the engine from minimum to maximum gradually, hold on for 30 seconds at maximum rotational speed, then reduce the rotational speed to minimum gradually and take the engine shutoff [12]. In this process, the vibration of the gun includes forced vibration and free vibration, and the acceleration responses signals of all the measuring points are picked up and recorded.
The acceleration transducer from PCB Corporation has been used to pick up the vibration response of the gun, with its model number being 333B30, measuring range 50 g, and sensitivity 100±10 mV/g. The DP730 Mobilyzer portable signal analyzer from DATA PHYSICS Corporation has been used to record and analyze the acceleration signals. The Me’scope VES analysis software from Vibrant Technology Me’scope VES has been used to process data and calculate the transfer function. The lowerorder natural characteristics of the gun has much more important influence to its vibration, so, obtaining the parameters of the natural characteristics within 100 Hz is the main purpose of this experiment. So, the analysis band width and the number of spectral lines of this experiment were 100 Hz and 800 respectively, the frequency resolution was 0.125 Hz, the window type was Hanning.
Since the number of the acceleration transducer is not adequate, the vibration response signals of all the measuring points cannot be picked up at the same time, so, for the same guns, the acceleration response signals of the chase, turret and recoiling parts should be picked up respectively, but they have to be integrated and analyzed together. Fig. 1 shows all the location of measuring points of the tracked selfpropelled gun, the model which Fig. 1 shows is built up by connecting all the measuring points with straightlines, at every measuring point, there has an acceleration transducer is fixed on surface of the gun with beeswax except No. 1 measuring point. There are two acceleration transducers installed at the No. 1 point: one to obtain the acceleration responses of the reference pint which is the benchmark for data integrating; the other to obtain the acceleration responses of the first testing point. Fig. 2 shows the testing site of the experiment.
Fig. 1. Layout of testing points for the wheeled selfpropelled gun
Then, the acceleration response of all the measuring points have been obtained firstly, the curves of the acceleration response decay with time obviously. Secondly, all the acceleration response need to be transformed according to the Fourier functions by the signal analyzer, selfspectrum functions (${G}_{xx}\left(\omega \right)={F}_{x}\left(\omega \right){F}_{x}^{*}\left(\omega \right)$) of all the measuring points and crossspectrum functions $\text{(}{G}_{xy}\left(\omega \right)={F}_{x}\left(\omega \right){F}_{y}^{*}\left(\omega \right)\text{)}$ between the flow measuring points and the reference measuring point were calculated. After all, the operating deflection shape frequency response functions (ODS FRFS) can be calculated according to the function Eq. (1) which was mentioned before. The parameters of the natural characteristics of the gun can be identified after the ODS FRFS was fitted with polynomial.
The results of the testing show the first three natural characteristics of the two guns which have different natural frequencies but the same modes shapes. Fig. 3 to Fig. 5 display the first three modal shapes of the guns, the first mode is the pitching mode, the second the upanddown translation mode, and the third the roll mode.
Fig. 2. Some photos of the experiment: a), b) The testing site of the experiment, and c), d) the acceleration transducer is fixed on the surface of the gun
a)
b)
c)
d)
Fig. 3. The firstorder mode of the selfpropelled gun
Fig. 4. The secondorder mode of the selfpropelled gun
Table 1 shows loworder natural frequencies of the two kinds of guns. Clearly, when the modal shapes are identical, the natural frequency of tracked selfpropelled gun is 1.83 to 2.34 times bigger than wheeled selfpropelled guns, which indicates that the suspension stiffness of the tracked selfpropelled gun is more rigid than that of the wheeled selfpropelled gun, and that this is in full accord with the system composition and the structure design of the real guns.
Table 1. The first three orders natural frequencies of the two kinds of guns
Modes order

Frequency / Hz

Vibration modes


Wheeled selfpropelled gun

Tracked selfpropelled gun


1

2.90

5.32

Pitch mode

2

3.89

8.45

Upanddown mode

3

5.2

12.21

Roll mode

Fig. 5. The thirdorder mode of the wheeled selfpropelled gun
4. The application of the operating modal analysis in firing dispersion research of some wheeled selfpropelled gun
The firing dispersion of some wheeled selfpropelled gun was once found unable to meet the design requirements, whereas the results of experiment modal analysis show that the first order natural frequency of the floating automatic is 11.5 Hz, which is too close with fire frequency 11.16 Hz. This may lead to “beat vibration” when the gun fires. The result of the testing shows the vibration displacement of muzzle has been enlarged seriously, and it also indicates that the “beat vibration” has already occurred. Further research indicates that the first order natural frequency has strong correlation with the stiffness of the cradle, So, in order to avoid the “beat vibration”, the stiffness of the cradle needs to be reinforced which can make the first order natural frequency of the cradle away from the fire frequency [13].
The stiffness of the tube and cradle have important impact on the natural characteristics of the floating automatic, for some wheeled selfpropelled gun, the length and the wall thickness of the tube cannot be changed and there also has not enough space on the cradle for enhancing its stiffness. So, in order to enhance the stiffness of the floating automatic, the two parallel tubes have been fixed together with a cross stay, the position of the cross stay has been optimized and coupling with the nodal point of the tube, then, the cross stay has been extended and fixed with the cradle just as Fig. 6 shows.
Fig. 6. The structure of the cradle before and after the stiffness was reinforced
With the reinforcement measures for the cradle stiffness taken, the node position of the first order mode shape shifts forward, the natural frequency is significantly increased, which is away from the firing frequency, and the mode displacement of the muzzle shift decreases which makes the vibratory response of the muzzle is reduced obviously, Fig. 7 shows the first order mode shape of the automatic machine after the stiffness of the cradle was reinforced.
Then, when the gun was firing at shooting range, acceleration response of the muzzle was been tested with acceleration transducer which was fixed with hoop iron on the muzzle, the measuring range and the sensitivity of the acceleration transducer are 5000 g and 2 mV/g respectively, then, the vibratory displacement of the muzzle has been obtained through integral the acceleration response data twice, Fig. 8 shows the curves of muzzle vibration displacement at cross direction before and after the stiffness of the cradle has been reinforced, respectively. It is clear that the vibration displacement of muzzle drops significantly. The testing result of firing dispersion indicates that the firing dispersion of the gun has been raised from 6 mils to 3.7 mils, which can meet the design requirement of 4.5 mils. Table 2 shows the muzzle vibration displacement at cross direction and the first order natural frequency before and after the stiffness of the cradle has been reinforced.
Table 2. The muzzle vibration displacement and the first natural frequency before and after the reinforcement of the cradle stiffness
Muzzle vibration displacement (mm)

Natural frequency (Hz)


Before reinforced

25.0

11.5

After reinforced

11.2

17.3

Fig. 7. The first order mode shape of the automatic machine after the reinforcement of the cradle stiffness
Fig. 8. The test curves of muzzle vibration displacement before and after the reinforcement of the cradle stiffness
a) Before reinforcement
b) After the reinforcement
5. The application of operating modal analysis in dynamic model research of some tracked selfpropelled gun
The dynamic model of the gun is helpful for forecasting its vibration response, but at first, the accurate model needs to be built up. In the process of gun modeling, it is an effective method to utilize the result of the operating modal analysis to validate and amend the dynamic model of the whole gun.
For some tracked selfpropelled gun, with some proper simplification of the structure, the finite element model has been built up, just as Fig. 9 shows. Then the first three order natural characteristics of the gun have been obtained from analogy calculation and testing respectively. Those results are shown in Table 3. It was clear that the differences between the result out of the analogy calculation and that out of the testing are rather large, so, the parameters of the model should be amended according to the result of the testing. The main parameters include: (1) the stiffness coefficient of the suspension of the chase, (2) the stiffness coefficient of the elevating parts and rotating parts, (3) the equivalent mass of the gun, (4) the position of centroid position. After repeating the iterative calculation, the result of the first three order natural characteristics of the gun from analogy calculation accords with that from the testing, finally, just as Table 3 shows, which indicates that the dynamic model of the gun is correct.
Table 3. The first three order natural characteristics of some tracked selfpropelled gun
Order

Natural frequency / Hz

Vibration modes


Before amending

After amending

Testing result


1

6.20

5.61

5.32

Pitch mode

2

9.33

8.30

8.45

Upanddown mode

3

14.16

12.75

12.21

Roll mode

The vibratory response of the whole gun with a seven running fire has been calculated. Fig. 10 shows the response of displacement of the gun at some time. Fig. 11 and Fig. 12 show the curves of vertical and traverse vibration displacement of the muzzle at cross direction which has been obtained from the analogy calculation, Fig. 13 and Fig. 14 show the curves of vertical and traverse vibration displacement of the muzzle at cross direction from testing. Just as those figures show, the error of vibration displacement of the muzzle between the analogy calculation and the testing does not exceed 15 %, which indicates that the accuracy of the dynamic model of the gun can meet the requirements for the development of the gun.
Fig. 9. The dynamic finite element model of some tracked selfpropelled gun
Fig. 10. The vibratory response of the gun at some time
Fig. 11. The calculation curve of muzzle vibration displacement at vertical direction (unit: m,s)
Fig. 12. The calculation curve of muzzle vibration displacement at traverse direction (unit: m,s)
Fig. 13. The testing curve of muzzle vibration displacement at vertical direction (unit: m,s)
Fig. 14. The curve of muzzle vibration displacement at traverse direction (unit: m,s)
6. Conclusions
The basic theory of operating modal analysis method has been specified. Following this method, the natural characteristics of some wheeled and tracked selfpropelled guns have been obtained. For the first three orders, they have the identical modal shapes, and the frequencies of the tracked selfpropelled gun are 1.83 to 2.34 times greater than the wheeled selfpropelled guns, due to the fact that the stiffness of the suspension of the tracked selfpropelled guns is much more rigid.
According to the result of operating modal analysis, for some wheeled selfpropelled gun, the “beat vibration” between the firstorder natural characteristics and firing frequency of the gun has been identified. And further research indicates that the “beat vibration” is the principal cause of the poor performance of the firing dispersion of the gun. So, the stiffness of the cradle needs to be reinforced which can make the firstorder natural characteristics away from the firing frequency, to ensure that the “beat vibration” does not occur. Following the research finding and suggestions, with the stiffness of the cradle being reinforced, the firing dispersion of the gun has raised up from 6 mils to 3.7 mils.
According to the result of operating modal analysis, for some tracked selfpropelled gun, with the iterative correction of some main model parameters and iterative calculation, the result of the first three order natural characteristics of the gun from analogy calculation agrees with the result from the testing, finally. Then, the vibratory response of the whole gun with a seven running fire has been calculated, and for the vertical and direction vibration displacement of the muzzle at cross direction, the error between the analogy calculation and the testing does not exceed 15 %, which shows that the accuracy of overall gun dynamics modeling has been significantly improved.
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