Characteristics of Jerk Response Spectra for Elastic and Inelastic Systems

Jerk is the time rate of acceleration and mainly represents the nonstationary component in high frequency band of the earthquake wave.The study on jerk and its response spectra can enhance the recognition of the nonstationary ground motion.Themechanical meaning and research value of jerk are described. Jerk is recommended to be solved by establishing state-space equations and Runge-Kuttamethod.The solutionmethod of elastic and inelastic jerk response spectra under groundmotion is established, and the accurate jerk spectrum should be calculated directly according to numerical computing instead of pseudo-acceleration spectrum. The characteristics of jerk response spectra are studied according to the influencing factors, such as site condition, amplification factor, ductility factor, and reduction factor. The concept of impact reduction factor is presented. The statistical results show that the jerk spectrum has similar rules as the acceleration spectrum, and the amplitude is relative to the predominant period, especially for structures with short or medium period. If the ductility is improved, the effective jerk will reduce obviously, and the impact reduction factor will be enhanced. Different from the strength reduction factor, the impact reduction factor is nearly not relevant to the period.


Introduction
The ground motion is a process of random variation about time and space.The seismic wave and propagation observed in earthquake records demonstrate evidently nonstationary characteristics for both time domain and frequency domain.That is, the intensity of the ground motion (acceleration, velocity, or displacement) varies with time, and the frequency has wide content and dispersive effect [1,2].Thus, nonstationary characteristics of the intensity and frequency of the ground motion are deeply concerned with and viewed as the important factors having a significant impact on the seismic response of structures.It is important to evaluate the dynamic properties and spectral characteristics of actual buildings using strong motion records because the structures often reveal distinctive characters under seismic excitations and the structures are both nonlinear and time variant under such conditions.At present, the primary measurement and analysis parameters for ground motion are displacement, velocity, and acceleration, which are well studied for various seismic source mechanisms, ground motion characteristics, and engineering applications in earthquake engineering.In addition, more global or novel parameters such as P-wave energy, S-wave energy [3], tectonic stress [4], seismic moment [5], and seismic source location [6] are always very important for ground motions, and the detailed variations and nonstationarity in time domain or frequency domain can be detected.In general, the research on the time-frequency characteristic of ground motions and the dynamic effect on the engineering structure needs more intensive study, especially on the parameter property in the field of seismophysics and earthquake engineering.
Even though study on the primary parameters can also be enhanced in order to develop the spectra characteristic of ground motions, jerk which means the derivative of acceleration with respect to time is a parameter not intensively studied as yet.In fact, the jerk record contains a wealth of implicit information about ground motion; as other critical parameters and responses, the research on jerk and its spectrum can enhance the understanding of the seismic nonstationarity more intensively and completely.Furthermore, the limitations of some traditional solving methods in structural dynamics can be found and the seismic design philosophy also can be improved.
In this paper, the mechanic meaning and research value of jerk are described firstly, and then the dynamic solution method for jerk is discussed.The characteristics and the factors of the elastic and inelastic response spectra are studied.

Mechanical Significance of Jerk
Jerk can be defined as the changing rate of acceleration with respect to time [7], and its international unit is m/s 3 .According to Newton's second law of motion, jerk is viewed as the change of force magnitude for a unit mass in unit time.Studies have shown that jerk is closely related to the physical mutation and destruction process.In recent years, jerk and relative parameters are applied in the tracking and positioning for Global Positioning System (GPS), the high-speed dynamic vehicle tracking, the automatic control of high-speed machines, and comfort evaluation for highspeed trains and elevators [8][9][10].The physical and dynamic meaning of the series dynamic parameters is summarized in Table 1.It is obvious that the jerk and the integral of the displacement with respect to time also have determined an important significance.
In earthquake engineering, the basic characteristics of jerk are evaluated based on records from the 1999 Chi-Chi earthquake, earthquake and one of its aftershocks.It is found that the maximum of jerk at a free-field station was over 312 m/s 3 , and the effective duration, between the first and the last time 20 m/s 3 , was almost one minute near the epicenter area [11].A type of jerk sensor was developed for earthquake wave measurement and its performance was proved in experiment and Wenchuan earthquake [12].In structural control, a quadratic regulator is derived for the total structural jerk that produces a single algebraic Riccati equation to define the control gains.The control method developed is shown to be more effective than typical displacement-focused active and semiactive civil structural control methods [13].Although jerk has potential significance for earthquake engineering, the time-frequency characteristics of jerk are not definite until now, not to mention the study on the jerk spectrum.
The jerk in strong nonstationary ground motion values is often great.For example, in the Chi-Chi earthquake in Taiwan, the peak of the maximum jerk obtained by the seismic stations is more than 312 m/s 3 , complex, and everchanging schedule, and the spectral properties have aroused the attention of researchers.Typical acceleration and jerk comparison of Taiwan Chi-Chi earthquake are shown in Figure 1, including near-field and far-field records, indicating the instantaneous changes of jerk and highlighting the pulse effect or the impact effect.As another example, the acceleration waves and jerk waves in Wenchuan earthquake in 2008 are shown in Figure 2. It is clear that the amplitude of jerk changes dramatically, and the site effect and the distance from epicenter affect the frequency spectrum of jerk evidently.Hence, more research should focus on the characteristics of jerk.

Solution Method for Dynamic Equations Related to Jerk
For a damped structure system subjected to earthquake loads, the corresponding equation of motion is generally written as follows: where M, C, and K are the system mass, damping, and stiffness matrix, respectively.X is the displacement response for the structure and Ẍ () is acceleration vector.
The above equation can be solved by numerical method; thus, the structural dynamic response including acceleration and displacement can be obtained.The jerk value can be calculated by solving the time derivative of acceleration.For solving jerk, it is worth noting that some traditional stepby-step integration methods such as the Newmark method and Wilson- method that are commonly used in earthquake engineering involve the dubious basic assumptions and inaccuracy.In general, the above integration methods assume that the acceleration is constant or linear variation during the interval of time [14,15], which will lead to the jerk in the interval, is assumed to be 0 or a constant, and this assumption is not in accordance with the real condition.
In addition, the Newmark method is unconditionally stable and the maximum accuracy is at the second order, and the Wilson- method also has second order accuracy.Hence, these two methods do not fully meet the precision for solving jerk.In this case, Runge-Kutta method which is constructed based on Taylor series, especially the fourth-order Runge-Kutta method, has obvious advantages.For the fourth-order Runge-Kutta method, the smoothness of time-varying signal is completely considered, and this method with fourthorder accuracy is stable.In view of the Runge-Kutta method it is required that a second-order differential equation be transformed into a first-order differential equation; by using the state space method and introducing state variable, (1) may be written as first order differential equations.
Define system state vector as follows: U = {X, Ẋ} T and V = {X Ẍ} T ; then (1) is expressed as the following state-space equations:  where The structural acceleration response is solved from the above equations, and the jerk response is obtained by calculating the time derivation of the acceleration.With the improvement of acceleration measurement and the development of jerk acquisition instrument, a new state equation can be established according to jerk response assuming the structure is elastic and the jerk is calculated directly.On both sides of (1) the derivative with respect to time is given as

X}
T as the system state vector; then (1) can be expressed in the form of the following state equation: where

Elastic Jerk Response Spectrum and the Corresponding Characteristics
A response spectrum is simply a plot of the peak or steadystate response (displacement, velocity, or acceleration) of a series of oscillators of varying natural frequency that are forced into motion by the ground motion.The characteristics and mechanisms of spectra for displacement, velocity, and acceleration have been studied in all directions since the concept was presented by Biot and Housner in 1940s.However, the jerk spectrum is a new statement, the relative study is almost empty, and its characteristics need more attention.Jerk response spectrum indicates the impulse effect of different oscillators of varying natural frequency that are subjected to earthquake.Study on the jerk response spectrum will contribute to comprehending the nonstationarity and impact effect of earthquake and improving the seismic design method for normal structures.
For a SDOF elastic system which is located on a rigid foundation, the mass, the damping coefficient, and the stiffness are expressed as , , and , respectively.The equation of motion when the system is subjected to a ground motion is where   () is the displacement component and () is the displacement vector relative to the ground.Noting that  = /(2),  2 = /, substituting these into (7) gives Assume the initial displacement and initial velocity are both 0; the solution of ( 8) can be calculated according to Duhamel integral where   = √1 −  2 represents the damped frequency.The relative velocity, absolute acceleration, and absolute jerk are expressed, respectively, as () = ...
According to the above equations, the maximum system response for varying natural frequency can be continuously obtained by numerical integration method; thus, the displacement spectra   , the relative velocity response spectrum  V , the absolute acceleration response spectra   , and the absolute jerk response spectrum   are obtained.It is worth noting that the higher order terms of damping coefficient and cosine function in (9) to (11) are often ignored when the earthquake duration is long enough [6,16].Hence, the relationships among spectral displacement, pseudospectral velocity, and pseudospectral acceleration are given by Through the assumption that the higher order terms of damping coefficient and cosine term are often ignored, the difference between relative velocity response spectrum and pseudo velocity spectrum is obvious in the lower frequency band for the structural responses in many earthquake records.The accumulated error will enlarge if the absolute jerk spectrum is calculated simply according to the recurrence formula   =   .As an example, the real spectrum and pseudospectrum with varied response in El Centro NS record are shown in Figure 3, and this verifies the aforementioned conclusion.Thus, it is suggested that the absolute jerk spectrum is obtained by the statistical results of the numerical integration method and the specific formulas are shown as (2), (5), or (12).
To obtain the absolute jerk spectrum on different types of sites, a total of 250 horizontal acceleration records (see Table 2) from significant earthquakes in the world were used for the analysis.The records are classified based on the soil type and shear wave velocity according to NEHRP2009.By using the Runge-Kutta method and statistical analysis, a variety of elastic acceleration response spectra and elastic jerk response spectrum are calculated.
The normal response spectra (the spectrum about the absolute ratio of the maximum response value to the maximum amplitude of ground motion) with 5% damping ration on different sites are shown in Figures 4 and 5.In each figure, the subgraphs represent the spectra of A to E soil type and the mean spectra of each soil type, respectively.
It can be seen from Figures 4 and 5 that the jerk response spectra and acceleration response spectra present similar shape in elastic state.However, the jerk spectra decay rapidly when the system period is larger than 1 s because the jerk response contains more information about the impact effect and high-frequency components in earthquake.
The amplification effect on jerk is obvious when the natural period is close to the predominant period of the site, and the maximum normal value is more than 6.Compared to the rock site, the predominant period range in the soft soil site is larger, and the jerk response is more obvious for long period structure on soft site.In conclusion, the effect of jerk is advised to be considered especially when the structural fundamental period is less than the predominant period of the site during the seismic resistance design.

Inelastic Jerk Response Spectrum and the Corresponding Characteristics
The structure subjected to strong ground motion will inevitably be nonlinear, and the traditional inelastic response spectra of displacement and acceleration are widely studied in recent years.As the mechanism described above, the structural jerk inelastic response spectra will embody the damage induced by impact and pulse for the ductile structures.The equation of motion when the SDOF inelastic system is subjected to a ground motion is expressed as follows: where (, ) is the restoring force of the system and other parameters are described as (7).Assume that the yield displacement is   and the nondimensional time history is () = ()/  ; then the equation above will be transformed as a nondimensional form where the system damping ratio is expressed as  = /(2), the system circular frequency is  = √/,   is the yield strength, and the standard intensity is defined as It can be seen from the above equation that the dynamic responses such as maximum acceleration, maximum jerk, and the ductility factor of a specified earthquake record can be determined, assuming that elastic period, damping ratio, and the restoring force form of the SDOF system are known.Thus, the inelastic response spectra with different displacement ductility can be established after the statistical induction for large number of earthquake records.The restoring force model is selected as the elastic perfectly plastic model in this paper, and the inelastic response spectra for different sites are obtained based on the records used for establishing the elastic response spectra.
Assuming that the damping ratio is 5%, the acceleration inelastic response spectra for site A and site C are shown in Figures 6 and 7.The jerk inelastic response spectra for site A and site C are shown in Figures 8 and 9.It can be concluded that the inelastic jerk response spectrum evidently attenuates compared to the corresponding elastic spectrum, and the attenuation effect is more noticeable while the attenuation degree decreases gradually for higher ductility spectrum.The jerk amplitude will reduce especially for long-period structures with various ductilities.Hence, it is effective to enhance the ductility or damping in the structural design to reduce the resistance force and the impact induced by earthquake.For soft ground conditions, the predominated period stage in jerk spectra is longer and the amplitude is larger compared to the response from rock site, so it is necessary to pay more attention to the jerk amplitude of the structure on soft site.Despite the site type, it is advised to consider the influence of the jerk as long as the structural period is less than 0.4 seconds even though the structure has high ductility.Hence, the dynamic design for the small and medium-sized structures should be paid more attention in order to assure adequate performance.
The actual design strength of structure will be lower than the structural strength assuming that the structure is elastic during the earthquake, considering the elastic and plastic deformation capacity of structure.Based on the existing research results, the strength reduction factor is defined as the ration of the maximum inertia force   of SDOF elastic system subjected to a given ground motion to the yielding strength   required to maintain the displacement ductility ratio demand:  To study the jerk effect on the dynamic performance of the elastic-plastic structure, the concept of impact reduction factor is presented in this paper as follows: where   is the maximum jerk of SDOF elastic system subjected to a given ground motion and   is the maximum jerk response of the structure with the determined displacement ductility.
According to the site type and the specified ductility factor, the impact reduction factor spectra are obtained by computation and statistics, and the corresponding ground motions are listed in Table 2.The impact reduction factor for different sites and ductility are shown in Figure 10.The results show that the impact reduction factor is nonstationary, and the coefficient variation is over 0.8 in some cases.Different from the strength reduction factor, the impact reduction factor is nearly not relevant to the period but has limited values for different ductilities, especially for structure with short period, because of the high nonstationary behavior of jerk whether in low frequency band or high frequency band.The empirical formula of the upper limit of the impact reduction factor can be written as where   is the normal damping ratio 0.05.The trends and range of impact reduction factor suggest that the attenuation of jerk is nearly not relevant to the period.As expressed in (17), the strength reduction factor in the predominant period is a linear function on the natural period.However, the impact reduction factor is irrelevant to the natural period.It is liable to understand the difference considering jerk is the derivative of acceleration, but the essence relationship between the impact reduction factor and the strength reduction factor needs to be further studied.

Conclusions and Recommendations
This study investigated the characteristics of jerk which means the time rate of change of acceleration, and there are few researches in this field.In fact, jerk mainly represents the nonstationary component in high frequency of the earthquake wave.The step-by-step integration method based on the assumption of linear acceleration does not satisfy the theoretical basis and precision of jerk calculation; therefore, the fourth-order Runge-Kutta method is used to compute the jerk response according to the dynamic equation.Furthermore, the state-space equation on jerk is presented.
Jerk spectrum indicates the impact effect for the structures with different periods.The amplification effect on jerk is obvious when the system period is close to the predominant period of the site.Compared to the rock site, the predominant period range in the soft soil site is larger, and the jerk response is more obvious for long period structure on soft site.
Based on inelastic analysis, the response of SDOF systems and the jerk inelastic response spectra are established, and the influence factors such as site type, ductility, and the corresponding response parameter such as impact reduction factor are discussed.
The results show that the jerk spectrum has similar rules as acceleration spectrum in general, and the amplitude is relative to the predominant period, especially for structures with short or medium period.If the ductility is improved, the effective jerk will reduce obviously, and the impact reduction factor will be enhanced.Different from the strength reduction factor, the impact reduction factor is nearly not relevant to the period, so that the structural jerk and corresponding parameter are advised to be considered for all the structures if possible in the building design.
Jerk spectrum needs intensive study as the ground motion is a complex multidimensional fluctuation of the near surface, and the influencing factors such as pulse effects on the near field and attenuation phenomenon on far field are suggested to be considered in the future.In addition, the statistical regularity on the impact reduction factor and the complex relationship between the impact reduction factor and the strength reduction factor will contribute to the understanding of ground motion.The application of jerk spectrum in conjunction with the normal building design is also needed.

Acceleration (m/s 2 )Figure 2 :
Figure 2: Comparison of acceleration waves and jerk waves in Wenchuan earthquake.

Figure 3 :
Figure 3: Comparison of real spectrum and pseudospectrum.

Figure 4 :
Figure 4: Normal acceleration response spectra for different sites.

Figure 10 :
Figure 10: Impact reduction factor for different soil types.

Table 1 :
Significance of dynamic parameters and research level.

Table 2 :
The ground motions used in this study.