Application of Adomian Decomposition Method to Study Heart Valve Vibrations

Size: px
Start display at page:

Download "Application of Adomian Decomposition Method to Study Heart Valve Vibrations"

Transcription

1 Applied Matheatical Sciences, Vol. 3, 009, no. 40, Application of Adoian Decoposition Method to Study Heart Valve Vibrations S. A. Al-Mezel, Moustafa El-Shahed and H. El-sely College of Education, P.O.Box 3771, Qasssi University - Unizah Kingdo of Saudi Arabia elshahed@yahoo.co Abstract The objective of this paper is to solve the equation of otion of seilunar heart valve vibrations. The vibrations of the closed seilunar valves were odeled with a Caputo fractional derivative of order α. With the help of Laplace transforation, closed-for solution is obtained for the equation of otion in ters of Mittag- Leffler function. We obtained the analytical solution for the nonlinear fractional differential equation using Adoian decoposition ethod. The siplicity of these solutions akes the ideal for testing the accuracy of nuerical ethods. These solutions can be of soe interest for a better fit of experiental data. Matheatics Subject Classifications: 51N0, 6J05, 70F99 Keywords: Fractional derivative; Seilunar heart valve vibrations; Adoian decoposition ethod 1 Introduction The heart valves are echanical devices that perit the flow of blood in one direction only. Four sets of valves are of iportance to the noral functioning of the heart. Two of these, the atrioventricular valves, guard the opening between the atria and the ventricles. The other two heart valves, the seilunar valves, are located where the pulonary artery and the aorta arise fro right and left ventricles, respectively [18]. The seilunar valves consist of half-oon shaped flaps growing out fro the lining of the pulonary artery and aorta. When these valves are closed, blood fills the spaces between the flaps and the vessel wall. Each flap then looks like a tiny, filled bucket. Inflowing blood soothes the flaps against

2 1958 S. A. Al-Mezel, M. El-Shahed and H. El-sely the blood vessel walls, collapsing the buckets and thereby opening the valves. Closure of the seilunar valves siultaneously prevents back flow and ensures forward flow of blood in places where there would otherwise be considerable back flow [18]. Wiggers (1915) suggested that there is silent approxiation of the seilunar valves and that after vibrations of the closed valve and the colun of blood cause the second heart sound. Stein (1981) supported the theory of silent valve closure and suggested that the valvular vibrations are a sufficient cause for production of the second heart sound [9]. Following coaption of the valve leaflets, a pressure difference is developed across the closed valve during the isovolic relaxation phase, and the leaflets distend slightly toward the ventricle. This causes a pressure reduction within the blood. Subsequent recoil of the valve copresses the blood in the aorta. Vibrations of the leaflets gradually diinishes due daping. The leaflet vibration produces transient pressure gradient in the surrounding blood ediu, which subsequently causes vibration of contiguous structures, which are transitted to the chest wall where they are recognized as audible heart sounds [9]. Blick [] odeled the aortic valve as a circular ebrane of radius a. In this odel the aortic valve is assued to be an elastic, hoogeneous ebrane secured around a circular edge and undergoing a parabolic displaceent. The valve close due to the intraventricular pressure falling below that of the aortic pressure. The force that drives the closed valve to vibrate is the pressure difference Δp that occurs across the valve. The differential equation of otion for forced and daped vibrations of a ebrane at any tie t, with onedegree-of-freedo equation was expressed as []: Dt x(t)+ c D tx(t)+ k x(t) =f(t), (1) where, c and k represent the effective ass of vibration, the daping force coefficient, and stiffness factor, respectively. f(t) = Δpπa is an external force. Gotolov [6] introduced the nonlinear odel of seilunar heart valve vibrations as Dt x(t)+ c D tx(t)+ k x(t)+ λ x3 (t) =f(t), () where λ represents the nonlinear paraeter. The fractional derivative approach provides a powerful tool for odeling systes with daping aterials. The odel based on fractional derivatives has been shown to be one of the ost effective approaches [16, 17]. If the fractional derivative odel is used to represent the daping characteristic, the equations of otion (1) and () assue the for: Dt x(t)+ c Dα t x(t)+ k x(t) =f(t), (3)

3 Heart valve vibrations 1959 D t x(t)+ c Dα t x(t)+ k x(t)+ λ x3 (t) =f(t), (4) The operator D t of the conventional odel was replaced by D α t. There are several definitions of derivative of fractional order. The fractional operator D α t based on Rieann-Liouville integral is defined as [7,13]: D α t x(t) = 1 d n Γ(n α) dt n t 0 x(u) du, n 1 <α<n (t u) α n+1 where n is an integer nuber and Γ is the gaa function. Also the Caputo s definition can be written as[7, 13]: Dt α x(t) = 1 t x (n) (u) du, n 1 <α<n. Γ(n α) 0 (t u) α n+1 The ain objective of the present paper is the atheatical study and the using of an easy ethod to obtain closed-for solution for the equation of otion for general value of α for linear case and also to obtain approxiate solution to the nonlinear fractional calculus odel of the seilunar heart valve vibrations. Adoian decoposition ethod The decoposition ethod does not change the proble into a convenient one for use of linear theory. It therefore provides ore realistic solutions. It provides series solutions which generally converge very rapidly in real physical probles. When the solutions are coputed nuerically, the rapid convergence is obvious. The advantage of the decoposition ethod relies on the fact that it provides an easily coputable schee and an efficient algorith. It is well known that the decoposition ethod decopose the linear ter u(x, t) into an infinite su of coponents u n (x, t) defined by [19] u(x, t) = u n (x, t). n=0 Moreover, the decoposition ethod identifies the nonlinear ter N(u(x, t)) by decoposition series N(u(x, t)) = A n, where A n are the so-called Adoian polynoials. These polynoials can be calculated for all fors of nonlinearity according to specific algoriths n=0

4 1960 S. A. Al-Mezel, M. El-Shahed and H. El-sely constructed and given in. In this specific nonlinearity, we use the general for of forula for A n Adoian polynoials as [19] A n = 1 d n [ ] N( λ n u n! dλ n n ),n 0. n=0 λ=0 This forula is easy to set coputer code to get as any polynoials as we need in the calculation of the nuerical as well as explicit solutions. The first few polynoials in our nonlinearity N(u) =u 3 are given by A 0 = u 3 0, A 1 =3u 0u 1, A =3u 0u +3u 1u 0, and so on, the rest of the polynoials can be constructed in a siilar anner. 3 Analysis One of the ost efficient and elegant ethods to solve Eq() is by eans of the Laplace transfor. The forula for Laplace Transfor of Rieann- Liouville fractional derivative is: 0 e st D α t x(t)dt = sα x(s) n 1 s j D α j 1 t x(0), (n 1 <α<n). where x(s) is the Laplace transfor of x(t). The Laplace transfor of the Rieann-Liouville fractional derivatives is well known. However, its practical applicability is liited by the absence of the physical interpretation of the liit values of fractional derivatives at t = 0. The forula for Laplace Transfor of Caputo fractional derivative is 0 e st D α t x(t)dt = sα x(s) n 1 s α j 1 D j t x(0), (n 1 <α<n). Since this forula for the Laplace transfor of the Caputo derivative involves the values of the function f(t) and its derivatives at t = 0, for which a certain physical interpretation exists, we can expect that it can be useful for solving applied probles leading to linear fractional differential equations with constant coefficients with accopanying initial conditions in traditional for [13, p. 106]. Applying the Laplace transfor to equation(3) we obtain: f(s) x(s) = s + c sα + k, (5) where x(s) and f(s) are the Laplace transfor of x(t) and f(t) respectively. Eq (5) can be written in the for: x(s) = ( 1) j ( k )j s α(j+1) f(s) (s α + c )j+1. (6)

5 Heart valve vibrations 1961 Using the convolution theore, the inversion of Eq(6) takes the for: where x(t) = t 0 G(t u)f(u)du, (7) ( 1) j G(t) = ( k j! )j t j+1 E α,+αj( j c t α ), (8) and E α,β is the two-paraeter function of the Mittag-Leffler type defined by the series expansion[13]: E α,β (z) = Equation(8) can be written in the for: G(t) = ( 1) j ( k )j i=0 (i + j)! j! i! z j Γ(αj + β). t j+i αi+1 ( 1) i ( c )i Γ(j +i αi +), (9) Measureents during catheterization of the instantaneous pressure gradient across the seilunar valve during diastole indicate that, to the first approxiation, the pressure gradient increases linearly with tie until a tie t 1 is reached following which the pressure gradient reains essentially constant[]. The deflection of the centerline for tie t<t 1 can be expressed as x(t) = πa A ( 1) j ( k )j i=0 (i + j)! j! i! t j+i αi+3 ( 1) i ( c )i Γ(j +i αi +4), (10) where A = dδp dt and the deflection of the centerline for t>t 1 is given by x(t) = πa B ( 1) j ( k )j i=0 (i + j)! j! i! t j+i αi+ ( 1) i ( c )i Γ(j +i αi +3). (11) where B = 150 is the constant value of Δp at t>t 1 and t 1 = see[9]. The velocity of the centerline deflection of the ebrane can be obtained by differentiation of equations (8) and (9). Instead of approxiating the pressure difference occurring across the valve by a rap function, Mazudard [8] used an exponential function Δp = C(1 e bt ) as a better approxiation to the physiological pressure gradient. The deflection of the centerline in this case can be expressed as x(t) = πa C ( 1) j ( k )j i=0 (i + j)! j! i! ( 1) i ( c F (t) )i Γ(j +i αi +), (1)

6 196 S. A. Al-Mezel, M. El-Shahed and H. El-sely where F (t) =t iα ( b) (i+j) t ( b t) (i+j) ( j +i αi + + e tb ( t b) iα (Γ(j +i αi + ) + Γ(j +i αi +, t b)) ). b The power series in equations (10), (11) and (1) ebodies the deflection of the centerline of the heart valve. The value α = 1 was adopted in this section because it has been shown that it describes that it describes the frequency dependence of the daping aterials quite satisfactorily [8]. The equation of otion (3) can be written in the for Dt x(t)+ηω 3 1 D t x(t)+ω x(t) =f(t), where ηω 3 = c and ω = k. The coefficient η is the daping ratio of an oscillator with fractional daping of order 1 and ω is the natural frequency. The exponent 3 was introduced for consistency of diensions. 4 Nonlinear fractional calculus odel Equation (4) can be written in the for: D t x(t) =f(t) c Dα t x(t) k x(t) λ x3 (t). (13) We adopt Adoian decoposition ethod for solving equation (13). Applying the inverse operator L 1 on both sides of (13), we obtain ( c x(t) =x(0) + tx (0) + L 1 f(t) L 1 Dα t x(t)+ k x(t)+ λ ) x3 (t). (14) We assue that x(t) = x 0 (t) +x 1 (t) +x (t) +..., to be the solution of Eq(14).When f(t) = A, using Adoian decoposition ethod we get x 0 (t) = At (15) ( c x n+1 (t) = L 1 Dα t x n (t)+ k x n(t)+ λ ) A n. (16) n=0 In view of (15), (16) we get x 1 (t) = cat4 α Γ(5 α) kat4 Γ(5) 90λA3 t 8, Γ(9)

7 Heart valve vibrations 1963 and x (t) = Ak t A3 kt 10 λ A5 t 14 λ Ac t 6 α Γ(7 α) + Ac t6 α Γ(7 α) + 90A3 ct 10 α λ Γ(11 α) + 3A 3 ct 10 α λ 4(90 19α + α )Γ(5 α), other coponents are deterined siilarly. The input pressure gradient was taken to be a rap function where Δp increased 8570 Hg/sec for tie less than t 1 = sec. The value of Δp was constant at 150 Hg per sec for tie equal to or greater than The effective stiffness factor for the ebrane was assued to be equal to the easured static value of k which was dyn/c,the daping force factor D = dyn sec c and the effective ass = 195 g[9]. 5 Results The theoretical curve for the ebrane vibration is plotted in [, 8, 9]. It can be seen that the calculated curve has a shape siilar to the curve calculated fro experiental observations [4]. The initial peak deflection were approxiately equal. The peak rise ties differed by about 0.01 sec. There was also a siilarity between the rates of deflection. Since the fractional derivatives odel approxiates the physical odels ore closely than other odels[16], it would be expected that the results using the fractional derivatives odel would be closer to the actual physiological values for deflection and rate of deflection of the centerline. The siplicity of the present solutions akes the ideal for testing the accuracy of nuerical ethods. The stiffness factor, k, in valve vibration and sound production explains the reason for an increased aplitude of the pulonary coponent of the second sound relative to the aortic coponent in pulonary hypertension. Another iportant factor is the effect of the viscosity factor, c, on the valve vibration. Since aneic patients have reduced viscosities, they are shown to have augented heart sounds[9]. Also, k/, it is clear that the higher the stiffness of the valve fro the relation ω = leaflet, the higher will be the natural frequency of vibration. Hence, patients with aortic stenosis can be expected to have higher frequency of the aortic coponent of the second sound. On the other hand, the increased ass of valve leaflet due to calcification will have only a little effect upon the frequency or aplitude of the second sound because the effective ass,, appearing in the expression of ω consists largely of the fluid surrounding he valve leaflets[9]. We hope that the above analysis helps to explain soe previously unexplained clinical observations by eans of factors that are identified to relate to valve vibration and heart sounds that result fro it.

8 1964 S. A. Al-Mezel, M. El-Shahed and H. El-sely References [1] O. P. Agrawal, Stochastic analysis of dynaic systes containing fractional derivatives, Journal of Sound and Vibrations, 47 (001) [] Blick. E. F, H. N. Sabbah and P. D. Stein, One-Diensional Model of Diastolic Seilunar Valve Vibrations Productive of Heart Sounds, Journal of Bioechanics,1 (1979) 3-7. [3] M. El-Shahed, Adoian decoposition ethod for solving burgers equation with fractional derivative, Journal of Fractional calculus, 4, (003) 3-8. [4] M. El-Shahed, Fractional calculus odel of the seilunar heart valve vibrations using Matheatica, International Matheatica Syposiu IMS 003, Iperial College- London, 7-11 July, (003) [5] M. El-Shahed, Application of He s hootopy perturbation ethod to Volterra s integro-differential equation, International Journal of Nonlinear Sciences and Nuerical Siulation, 6, (005) [6] V. Gotolv, R. Vadov and P. Kolobaev, Acoustic atheatical odel of the heart of the person-the theory and experient, XIII Session of the Russian Acoustical Society, Moscow, (003) [7] A. A. Kilbas, H. M. Srivastava and J. J. Trujillon, Theory and Applications of Fractional Differential Equations, Elseviesr, 006. [8] J. Mazuadar and D. Woodard, A Matheatical Study of Seilunar Valve Vibration Journal of Bioechanics, 17 (1984) [9] J. Mazuadar, An Introduction to Matheatical Physiology and Biology, Australian Matheatical Society, [10] K. Metzler and J. Klafter, The rando walk s guide to anoalous diffusion: A fractional dynaics approach Physics Reports, 339 (001) [11] K. S. Miller and B. Ross, An Introduction to the Fractional Calculus and Fractional Differential Equations, Wiley, New York, [1] E. Moonia, T. Selway and T. Jina, Analysis of Adoian decoposition applied to a third-order ordinary differential equation fro thin fil flow, Nonlinear Analysis 66 (007) [13] I. Podlubny, Fractional differential equations, Acadeic Press, New York, 1999.

9 Heart valve vibrations 1965 [14] R. Saha and K. Bera, Analytical solution of the Bagley-Torvik equation by Adoian decoposition ethod, Applied Matheatics and Coputation 168 (007) [15] S. Sakakbira, Properties of Vibration with Fractional Derivative Daping of Order 1, JSME International Journal 40 (1997) [16] L. Suarez and L. Shokooh, Response of Systes with Daping Materials Modeled using Fractional Calculus, Appl Mech Rev 48 (1995) S118- S16. [17] L. Suarez and L. Shokooh,An Eigenvector Expansion Method for the Solution of Motion Containing Fractional Derivatives, Journal of Applied Mechanics 64 (1997) [18] G. A. Thibodean and K. T. Patto, Anatoy and Physiology, Mosby, [19] A. Wazwaz, Adoian decoposition ethod for a reliable treatent of the Bratu-type equations, Applied Matheatics and Coputation, 166 (005) Received: October, 008

Chapter 1: Basics of Vibrations for Simple Mechanical Systems

Chapter 1: Basics of Vibrations for Simple Mechanical Systems Chapter 1: Basics of Vibrations for Siple Mechanical Systes Introduction: The fundaentals of Sound and Vibrations are part of the broader field of echanics, with strong connections to classical echanics,

More information

Chebyshev Pseudo-Spectral Method for Solving Fractional Advection-Dispersion Equation

Chebyshev Pseudo-Spectral Method for Solving Fractional Advection-Dispersion Equation Applied Matheatics, 4, 5, 34-348 Published Online Noveber 4 in SciRes. http://www.scirp.org/journal/a http://dx.doi.org/.436/a.4.593 Chebyshev Pseudo-Spectral Method for Solving Fractional Advection-Dispersion

More information

Solving initial value problems by residual power series method

Solving initial value problems by residual power series method Theoretical Matheatics & Applications, vol.3, no.1, 13, 199-1 ISSN: 179-9687 (print), 179-979 (online) Scienpress Ltd, 13 Solving initial value probles by residual power series ethod Mohaed H. Al-Sadi

More information

Chapter 2: Introduction to Damping in Free and Forced Vibrations

Chapter 2: Introduction to Damping in Free and Forced Vibrations Chapter 2: Introduction to Daping in Free and Forced Vibrations This chapter ainly deals with the effect of daping in two conditions like free and forced excitation of echanical systes. Daping plays an

More information

Analytical solution for nonlinear Gas Dynamic equation by Homotopy Analysis Method

Analytical solution for nonlinear Gas Dynamic equation by Homotopy Analysis Method Available at http://pvau.edu/aa Appl. Appl. Math. ISSN: 932-9466 Vol. 4, Issue (June 29) pp. 49 54 (Previously, Vol. 4, No. ) Applications and Applied Matheatics: An International Journal (AAM) Analytical

More information

NUMERICAL MODELLING OF THE TYRE/ROAD CONTACT

NUMERICAL MODELLING OF THE TYRE/ROAD CONTACT NUMERICAL MODELLING OF THE TYRE/ROAD CONTACT PACS REFERENCE: 43.5.LJ Krister Larsson Departent of Applied Acoustics Chalers University of Technology SE-412 96 Sweden Tel: +46 ()31 772 22 Fax: +46 ()31

More information

III.H Zeroth Order Hydrodynamics

III.H Zeroth Order Hydrodynamics III.H Zeroth Order Hydrodynaics As a first approxiation, we shall assue that in local equilibriu, the density f 1 at each point in space can be represented as in eq.iii.56, i.e. f 0 1 p, q, t = n q, t

More information

An Approximate Model for the Theoretical Prediction of the Velocity Increase in the Intermediate Ballistics Period

An Approximate Model for the Theoretical Prediction of the Velocity Increase in the Intermediate Ballistics Period An Approxiate Model for the Theoretical Prediction of the Velocity... 77 Central European Journal of Energetic Materials, 205, 2(), 77-88 ISSN 2353-843 An Approxiate Model for the Theoretical Prediction

More information

DETECTION OF NONLINEARITY IN VIBRATIONAL SYSTEMS USING THE SECOND TIME DERIVATIVE OF ABSOLUTE ACCELERATION

DETECTION OF NONLINEARITY IN VIBRATIONAL SYSTEMS USING THE SECOND TIME DERIVATIVE OF ABSOLUTE ACCELERATION DETECTION OF NONLINEARITY IN VIBRATIONAL SYSTEMS USING THE SECOND TIME DERIVATIVE OF ABSOLUTE ACCELERATION Masaki WAKUI 1 and Jun IYAMA and Tsuyoshi KOYAMA 3 ABSTRACT This paper shows a criteria to detect

More information

The Solution of One-Phase Inverse Stefan Problem. by Homotopy Analysis Method

The Solution of One-Phase Inverse Stefan Problem. by Homotopy Analysis Method Applied Matheatical Sciences, Vol. 8, 214, no. 53, 2635-2644 HIKARI Ltd, www.-hikari.co http://dx.doi.org/1.12988/as.214.43152 The Solution of One-Phase Inverse Stefan Proble by Hootopy Analysis Method

More information

Lecture #8-3 Oscillations, Simple Harmonic Motion

Lecture #8-3 Oscillations, Simple Harmonic Motion Lecture #8-3 Oscillations Siple Haronic Motion So far we have considered two basic types of otion: translation and rotation. But these are not the only two types of otion we can observe in every day life.

More information

Ph 20.3 Numerical Solution of Ordinary Differential Equations

Ph 20.3 Numerical Solution of Ordinary Differential Equations Ph 20.3 Nuerical Solution of Ordinary Differential Equations Due: Week 5 -v20170314- This Assignent So far, your assignents have tried to failiarize you with the hardware and software in the Physics Coputing

More information

Numerical Studies of a Nonlinear Heat Equation with Square Root Reaction Term

Numerical Studies of a Nonlinear Heat Equation with Square Root Reaction Term Nuerical Studies of a Nonlinear Heat Equation with Square Root Reaction Ter Ron Bucire, 1 Karl McMurtry, 1 Ronald E. Micens 2 1 Matheatics Departent, Occidental College, Los Angeles, California 90041 2

More information

Model Fitting. CURM Background Material, Fall 2014 Dr. Doreen De Leon

Model Fitting. CURM Background Material, Fall 2014 Dr. Doreen De Leon Model Fitting CURM Background Material, Fall 014 Dr. Doreen De Leon 1 Introduction Given a set of data points, we often want to fit a selected odel or type to the data (e.g., we suspect an exponential

More information

2 Q 10. Likewise, in case of multiple particles, the corresponding density in 2 must be averaged over all

2 Q 10. Likewise, in case of multiple particles, the corresponding density in 2 must be averaged over all Lecture 6 Introduction to kinetic theory of plasa waves Introduction to kinetic theory So far we have been odeling plasa dynaics using fluid equations. The assuption has been that the pressure can be either

More information

Analysis of Impulsive Natural Phenomena through Finite Difference Methods A MATLAB Computational Project-Based Learning

Analysis of Impulsive Natural Phenomena through Finite Difference Methods A MATLAB Computational Project-Based Learning Analysis of Ipulsive Natural Phenoena through Finite Difference Methods A MATLAB Coputational Project-Based Learning Nicholas Kuia, Christopher Chariah, Mechatronics Engineering, Vaughn College of Aeronautics

More information

1 Brownian motion and the Langevin equation

1 Brownian motion and the Langevin equation Figure 1: The robust appearance of Robert Brown (1773 1858) 1 Brownian otion and the Langevin equation In 1827, while exaining pollen grains and the spores of osses suspended in water under a icroscope,

More information

Homotopy Analysis Method for Nonlinear Jaulent-Miodek Equation

Homotopy Analysis Method for Nonlinear Jaulent-Miodek Equation ISSN 746-7659, England, UK Journal of Inforation and Coputing Science Vol. 5, No.,, pp. 8-88 Hootopy Analysis Method for Nonlinear Jaulent-Miodek Equation J. Biazar, M. Eslai Departent of Matheatics, Faculty

More information

ma x = -bv x + F rod.

ma x = -bv x + F rod. Notes on Dynaical Systes Dynaics is the study of change. The priary ingredients of a dynaical syste are its state and its rule of change (also soeties called the dynaic). Dynaical systes can be continuous

More information

Comparison of Stability of Selected Numerical Methods for Solving Stiff Semi- Linear Differential Equations

Comparison of Stability of Selected Numerical Methods for Solving Stiff Semi- Linear Differential Equations International Journal of Applied Science and Technology Vol. 7, No. 3, Septeber 217 Coparison of Stability of Selected Nuerical Methods for Solving Stiff Sei- Linear Differential Equations Kwaku Darkwah

More information

IN modern society that various systems have become more

IN modern society that various systems have become more Developent of Reliability Function in -Coponent Standby Redundant Syste with Priority Based on Maxiu Entropy Principle Ryosuke Hirata, Ikuo Arizono, Ryosuke Toohiro, Satoshi Oigawa, and Yasuhiko Takeoto

More information

An Inverse Interpolation Method Utilizing In-Flight Strain Measurements for Determining Loads and Structural Response of Aerospace Vehicles

An Inverse Interpolation Method Utilizing In-Flight Strain Measurements for Determining Loads and Structural Response of Aerospace Vehicles An Inverse Interpolation Method Utilizing In-Flight Strain Measureents for Deterining Loads and Structural Response of Aerospace Vehicles S. Shkarayev and R. Krashantisa University of Arizona, Tucson,

More information

Physics 2107 Oscillations using Springs Experiment 2

Physics 2107 Oscillations using Springs Experiment 2 PY07 Oscillations using Springs Experient Physics 07 Oscillations using Springs Experient Prelab Read the following bacground/setup and ensure you are failiar with the concepts and theory required for

More information

AN APPLICATION OF CUBIC B-SPLINE FINITE ELEMENT METHOD FOR THE BURGERS EQUATION

AN APPLICATION OF CUBIC B-SPLINE FINITE ELEMENT METHOD FOR THE BURGERS EQUATION Aksan, E..: An Applıcatıon of Cubıc B-Splıne Fınıte Eleent Method for... THERMAL SCIECE: Year 8, Vol., Suppl., pp. S95-S S95 A APPLICATIO OF CBIC B-SPLIE FIITE ELEMET METHOD FOR THE BRGERS EQATIO by Eine

More information

ANALYSIS ON RESPONSE OF DYNAMIC SYSTEMS TO PULSE SEQUENCES EXCITATION

ANALYSIS ON RESPONSE OF DYNAMIC SYSTEMS TO PULSE SEQUENCES EXCITATION The 4 th World Conference on Earthquake Engineering October -7, 8, Beijing, China ANALYSIS ON RESPONSE OF DYNAMIC SYSTEMS TO PULSE SEQUENCES EXCITATION S. Li C.H. Zhai L.L. Xie Ph. D. Student, School of

More information

Dynamic analysis of frames with viscoelastic dampers: a comparison of damper models

Dynamic analysis of frames with viscoelastic dampers: a comparison of damper models Structural Engineering and Mechanics, Vol. 41, No. 1 (2012) 113-137 113 Dynaic analysis of fraes with viscoelastic dapers: a coparison of daper odels R. Lewandowski*, A. Bartkowiak a and H. Maciejewski

More information

CMES. Computer Modeling in Engineering & Sciences. Tech Science Press. Reprinted from. Founder and Editor-in-Chief: Satya N.

CMES. Computer Modeling in Engineering & Sciences. Tech Science Press. Reprinted from. Founder and Editor-in-Chief: Satya N. Reprinted fro CMES Coputer Modeling in Engineering & Sciences Founder and Editor-in-Chief: Satya N. Atluri ISSN: 156-149 print ISSN: 156-1506 on-line Tech Science Press Copyright 009 Tech Science Press

More information

RECOVERY OF A DENSITY FROM THE EIGENVALUES OF A NONHOMOGENEOUS MEMBRANE

RECOVERY OF A DENSITY FROM THE EIGENVALUES OF A NONHOMOGENEOUS MEMBRANE Proceedings of ICIPE rd International Conference on Inverse Probles in Engineering: Theory and Practice June -8, 999, Port Ludlow, Washington, USA : RECOVERY OF A DENSITY FROM THE EIGENVALUES OF A NONHOMOGENEOUS

More information

Generalized Rayleigh Wave Dispersion in a Covered Half-space Made of Viscoelastic Materials

Generalized Rayleigh Wave Dispersion in a Covered Half-space Made of Viscoelastic Materials Copyright 7 Tech Science Press CMC vol.53 no.4 pp.37-34 7 Generalized Rayleigh Wave Dispersion in a Covered Half-space Made of Viscoelastic Materials S.D. Akbarov and M. Negin 3 Abstract: Dispersion of

More information

Accepted Manuscript. Legendre wavelets method for the numerical solution of fractional integro-differential equations with weakly singular kernel

Accepted Manuscript. Legendre wavelets method for the numerical solution of fractional integro-differential equations with weakly singular kernel Accepted Manuscript Legendre wavelets ethod for the nuerical solution of fractional integro-differential equations with wealy singular ernel Mingu Yi Lifeng Wang Huang Jun PII: S37-94X(5)64-3 DOI: 6/jap59

More information

HORIZONTAL MOTION WITH RESISTANCE

HORIZONTAL MOTION WITH RESISTANCE DOING PHYSICS WITH MATLAB MECHANICS HORIZONTAL MOTION WITH RESISTANCE Ian Cooper School of Physics, Uniersity of Sydney ian.cooper@sydney.edu.au DOWNLOAD DIRECTORY FOR MATLAB SCRIPTS ec_fr_b. This script

More information

Using a De-Convolution Window for Operating Modal Analysis

Using a De-Convolution Window for Operating Modal Analysis Using a De-Convolution Window for Operating Modal Analysis Brian Schwarz Vibrant Technology, Inc. Scotts Valley, CA Mark Richardson Vibrant Technology, Inc. Scotts Valley, CA Abstract Operating Modal Analysis

More information

SOLVING MULTI-TERM ORDERS FRACTIONAL DIFFERENTIAL EQUATIONS BY OPERATIONAL MATRICES OF BPs WITH CONVERGENCE ANALYSIS

SOLVING MULTI-TERM ORDERS FRACTIONAL DIFFERENTIAL EQUATIONS BY OPERATIONAL MATRICES OF BPs WITH CONVERGENCE ANALYSIS Roanian Reports in Physics Vol. 65 No. 2 P. 334 349 23 SOLVING ULI-ER ORDERS FRACIONAL DIFFERENIAL EQUAIONS BY OPERAIONAL ARICES OF BPs WIH CONVERGENCE ANALYSIS DAVOOD ROSAY OHSEN ALIPOUR HOSSEIN JAFARI

More information

Donald Fussell. October 28, Computer Science Department The University of Texas at Austin. Point Masses and Force Fields.

Donald Fussell. October 28, Computer Science Department The University of Texas at Austin. Point Masses and Force Fields. s Vector Moving s and Coputer Science Departent The University of Texas at Austin October 28, 2014 s Vector Moving s Siple classical dynaics - point asses oved by forces Point asses can odel particles

More information

Explicit Analytic Solution for an. Axisymmetric Stagnation Flow and. Heat Transfer on a Moving Plate

Explicit Analytic Solution for an. Axisymmetric Stagnation Flow and. Heat Transfer on a Moving Plate Int. J. Contep. Math. Sciences, Vol. 5,, no. 5, 699-7 Explicit Analytic Solution for an Axisyetric Stagnation Flow and Heat Transfer on a Moving Plate Haed Shahohaadi Mechanical Engineering Departent,

More information

SEISMIC FRAGILITY ANALYSIS

SEISMIC FRAGILITY ANALYSIS 9 th ASCE Specialty Conference on Probabilistic Mechanics and Structural Reliability PMC24 SEISMIC FRAGILITY ANALYSIS C. Kafali, Student M. ASCE Cornell University, Ithaca, NY 483 ck22@cornell.edu M. Grigoriu,

More information

ANALYSIS OF HALL-EFFECT THRUSTERS AND ION ENGINES FOR EARTH-TO-MOON TRANSFER

ANALYSIS OF HALL-EFFECT THRUSTERS AND ION ENGINES FOR EARTH-TO-MOON TRANSFER IEPC 003-0034 ANALYSIS OF HALL-EFFECT THRUSTERS AND ION ENGINES FOR EARTH-TO-MOON TRANSFER A. Bober, M. Guelan Asher Space Research Institute, Technion-Israel Institute of Technology, 3000 Haifa, Israel

More information

Spine Fin Efficiency A Three Sided Pyramidal Fin of Equilateral Triangular Cross-Sectional Area

Spine Fin Efficiency A Three Sided Pyramidal Fin of Equilateral Triangular Cross-Sectional Area Proceedings of the 006 WSEAS/IASME International Conference on Heat and Mass Transfer, Miai, Florida, USA, January 18-0, 006 (pp13-18) Spine Fin Efficiency A Three Sided Pyraidal Fin of Equilateral Triangular

More information

Explicit Approximate Solution for Finding the. Natural Frequency of the Motion of Pendulum. by Using the HAM

Explicit Approximate Solution for Finding the. Natural Frequency of the Motion of Pendulum. by Using the HAM Applied Matheatical Sciences Vol. 3 9 no. 1 13-13 Explicit Approxiate Solution for Finding the Natural Frequency of the Motion of Pendulu by Using the HAM Ahad Doosthoseini * Mechanical Engineering Departent

More information

An Application of HAM for MHD Heat Source Problem. with Variable Fluid Properties

An Application of HAM for MHD Heat Source Problem. with Variable Fluid Properties Advances in Theoretical and Applied Mechanics, Vol. 7, 14, no., 79-89 HIKARI Ltd, www.-hiari.co http://dx.doi.org/1.1988/ata.14.4814 An Application of HAM for MHD Heat Source Proble with Variable Fluid

More information

Generalized AOR Method for Solving System of Linear Equations. Davod Khojasteh Salkuyeh. Department of Mathematics, University of Mohaghegh Ardabili,

Generalized AOR Method for Solving System of Linear Equations. Davod Khojasteh Salkuyeh. Department of Mathematics, University of Mohaghegh Ardabili, Australian Journal of Basic and Applied Sciences, 5(3): 35-358, 20 ISSN 99-878 Generalized AOR Method for Solving Syste of Linear Equations Davod Khojasteh Salkuyeh Departent of Matheatics, University

More information

821. Study on analysis method for deepwater TTR coupled vibration of parameter vibration and vortex-induced vibration

821. Study on analysis method for deepwater TTR coupled vibration of parameter vibration and vortex-induced vibration 81. Study on analysis ethod for deepwater TTR coupled vibration of paraeter vibration and vortex-induced vibration Wu Xue-Min 1, Huang Wei-Ping Shandong Key aboratory of Ocean Engineering, Ocean University

More information

Study on Markov Alternative Renewal Reward. Process for VLSI Cell Partitioning

Study on Markov Alternative Renewal Reward. Process for VLSI Cell Partitioning Int. Journal of Math. Analysis, Vol. 7, 2013, no. 40, 1949-1960 HIKARI Ltd, www.-hikari.co http://dx.doi.org/10.12988/ia.2013.36142 Study on Markov Alternative Renewal Reward Process for VLSI Cell Partitioning

More information

Feature Extraction Techniques

Feature Extraction Techniques Feature Extraction Techniques Unsupervised Learning II Feature Extraction Unsupervised ethods can also be used to find features which can be useful for categorization. There are unsupervised ethods that

More information

COULD A VARIABLE MASS OSCILLATOR EXHIBIT THE LATERAL INSTABILITY?

COULD A VARIABLE MASS OSCILLATOR EXHIBIT THE LATERAL INSTABILITY? Kragujevac J. Sci. 3 (8) 3-44. UDC 53.35 3 COULD A VARIABLE MASS OSCILLATOR EXHIBIT THE LATERAL INSTABILITY? Nebojša Danilović, Milan Kovačević and Vukota Babović Institute of Physics, Faculty of Science,

More information

USEFUL HINTS FOR SOLVING PHYSICS OLYMPIAD PROBLEMS. By: Ian Blokland, Augustana Campus, University of Alberta

USEFUL HINTS FOR SOLVING PHYSICS OLYMPIAD PROBLEMS. By: Ian Blokland, Augustana Campus, University of Alberta 1 USEFUL HINTS FOR SOLVING PHYSICS OLYMPIAD PROBLEMS By: Ian Bloland, Augustana Capus, University of Alberta For: Physics Olypiad Weeend, April 6, 008, UofA Introduction: Physicists often attept to solve

More information

Block designs and statistics

Block designs and statistics Bloc designs and statistics Notes for Math 447 May 3, 2011 The ain paraeters of a bloc design are nuber of varieties v, bloc size, nuber of blocs b. A design is built on a set of v eleents. Each eleent

More information

arxiv: v1 [quant-ph] 19 Jan 2014

arxiv: v1 [quant-ph] 19 Jan 2014 Analytical Solution of Mathieu Equation Ditri Yerchuck (a), Alla Dovlatova (b), Yauhen Yerchak(c), Felix Borovik (a) (a) - Heat-Mass Transfer Institute of National Acadey of Sciences of RB, Brovka Str.,

More information

Work, Energy and Momentum

Work, Energy and Momentum Work, Energy and Moentu Work: When a body oves a distance d along straight line, while acted on by a constant force of agnitude F in the sae direction as the otion, the work done by the force is tered

More information

DESIGN OF MECHANICAL SYSTEMS HAVING MAXIMALLY FLAT RESPONSE AT LOW FREQUENCIES

DESIGN OF MECHANICAL SYSTEMS HAVING MAXIMALLY FLAT RESPONSE AT LOW FREQUENCIES DESIGN OF MECHANICAL SYSTEMS HAVING MAXIMALLY FLAT RESPONSE AT LOW FREQUENCIES V.Raachran, Ravi P.Raachran C.S.Gargour Departent of Electrical Coputer Engineering, Concordia University, Montreal, QC, CANADA,

More information

Research Article Approximate Multidegree Reduction of λ-bézier Curves

Research Article Approximate Multidegree Reduction of λ-bézier Curves Matheatical Probles in Engineering Volue 6 Article ID 87 pages http://dxdoiorg//6/87 Research Article Approxiate Multidegree Reduction of λ-bézier Curves Gang Hu Huanxin Cao and Suxia Zhang Departent of

More information

Kinematics and dynamics, a computational approach

Kinematics and dynamics, a computational approach Kineatics and dynaics, a coputational approach We begin the discussion of nuerical approaches to echanics with the definition for the velocity r r ( t t) r ( t) v( t) li li or r( t t) r( t) v( t) t for

More information

A note on the multiplication of sparse matrices

A note on the multiplication of sparse matrices Cent. Eur. J. Cop. Sci. 41) 2014 1-11 DOI: 10.2478/s13537-014-0201-x Central European Journal of Coputer Science A note on the ultiplication of sparse atrices Research Article Keivan Borna 12, Sohrab Aboozarkhani

More information

Solidification of Porous Material under Natural Convection by Three Phases Modeling

Solidification of Porous Material under Natural Convection by Three Phases Modeling Solidification of Porous Material under Natural Convection by Three Phases Modeling Hassan Basirat Tabrizi, Meber, IAENG and F. Sadeghpour Abstract The perforance of natural convective flow over a rectangular

More information

Design and Experimental Research of Atomizer Based on Micro Abrasive Ultrasonic Polishing Bang-fu WANG, Yin ZHEN, Juan SONG and A-chun ZHU

Design and Experimental Research of Atomizer Based on Micro Abrasive Ultrasonic Polishing Bang-fu WANG, Yin ZHEN, Juan SONG and A-chun ZHU 217 3rd International Conference on Applied Mechanics and Mechanical Autoation (AMMA 217) ISBN: 978-1-6595-479- Design and Experiental Research of Atoizer Based on Micro Abrasive Ultrasonic Polishing Bang-fu

More information

Physically Based Modeling CS Notes Spring 1997 Particle Collision and Contact

Physically Based Modeling CS Notes Spring 1997 Particle Collision and Contact Physically Based Modeling CS 15-863 Notes Spring 1997 Particle Collision and Contact 1 Collisions with Springs Suppose we wanted to ipleent a particle siulator with a floor : a solid horizontal plane which

More information

REDUCTION OF FINITE ELEMENT MODELS BY PARAMETER IDENTIFICATION

REDUCTION OF FINITE ELEMENT MODELS BY PARAMETER IDENTIFICATION ISSN 139 14X INFORMATION TECHNOLOGY AND CONTROL, 008, Vol.37, No.3 REDUCTION OF FINITE ELEMENT MODELS BY PARAMETER IDENTIFICATION Riantas Barauskas, Vidantas Riavičius Departent of Syste Analysis, Kaunas

More information

OSCILLATIONS AND WAVES

OSCILLATIONS AND WAVES OSCILLATIONS AND WAVES OSCILLATION IS AN EXAMPLE OF PERIODIC MOTION No stories this tie, we are going to get straight to the topic. We say that an event is Periodic in nature when it repeats itself in

More information

Extension of CSRSM for the Parametric Study of the Face Stability of Pressurized Tunnels

Extension of CSRSM for the Parametric Study of the Face Stability of Pressurized Tunnels Extension of CSRSM for the Paraetric Study of the Face Stability of Pressurized Tunnels Guilhe Mollon 1, Daniel Dias 2, and Abdul-Haid Soubra 3, M.ASCE 1 LGCIE, INSA Lyon, Université de Lyon, Doaine scientifique

More information

P (t) = P (t = 0) + F t Conclusion: If we wait long enough, the velocity of an electron will diverge, which is obviously impossible and wrong.

P (t) = P (t = 0) + F t Conclusion: If we wait long enough, the velocity of an electron will diverge, which is obviously impossible and wrong. 4 Phys520.nb 2 Drude theory ~ Chapter in textbook 2.. The relaxation tie approxiation Here we treat electrons as a free ideal gas (classical) 2... Totally ignore interactions/scatterings Under a static

More information

ABSTRACT INTRODUCTION

ABSTRACT INTRODUCTION Wave Resistance Prediction of a Cataaran by Linearised Theory M.INSEL Faculty of Naval Architecture and Ocean Engineering, Istanbul Technical University, TURKEY A.F.MOLLAND, J.F.WELLICOME Departent of

More information

4 = (0.02) 3 13, = 0.25 because = 25. Simi-

4 = (0.02) 3 13, = 0.25 because = 25. Simi- Theore. Let b and be integers greater than. If = (. a a 2 a i ) b,then for any t N, in base (b + t), the fraction has the digital representation = (. a a 2 a i ) b+t, where a i = a i + tk i with k i =

More information

lecture 36: Linear Multistep Mehods: Zero Stability

lecture 36: Linear Multistep Mehods: Zero Stability 95 lecture 36: Linear Multistep Mehods: Zero Stability 5.6 Linear ultistep ethods: zero stability Does consistency iply convergence for linear ultistep ethods? This is always the case for one-step ethods,

More information

On the characterization of non-linear diffusion equations. An application in soil mechanics

On the characterization of non-linear diffusion equations. An application in soil mechanics On the characterization of non-linear diffusion equations. An application in soil echanics GARCÍA-ROS, G., ALHAMA, I., CÁNOVAS, M *. Civil Engineering Departent Universidad Politécnica de Cartagena Paseo

More information

Lecture 2: Differential-Delay equations.

Lecture 2: Differential-Delay equations. Lecture : Differential-Delay equations. D. Gurarie A differential equation, or syste:, ; of the syste:, 0 0 0 0 y f y t y t y, predicts a (near) future state 0 0 y t dt y f y t dt, fro its current state,

More information

Modeling & Analysis of the International Space Station

Modeling & Analysis of the International Space Station Modeling & Analysis of the International Space Station 1 Physical Syste Solar Alpha Rotary Joints Physical Syste Rotor Stator Gear Train Solar Array Inboard Body Outboard Body +x Solar Array 3 Physical

More information

Monitoring and system identification of suspension bridges: An alternative approach

Monitoring and system identification of suspension bridges: An alternative approach Monitoring and syste identification of suspension bridges: An alternative approach Erdal Şafak Boğaziçi University, Kandilli Observatory and Earthquake Reseach Institute, Istanbul, Turkey Abstract This

More information

Free convection flow of Couple Stress fluid between parallel Disks

Free convection flow of Couple Stress fluid between parallel Disks International Conference on Fluid Dynaics and Therodynaics Technologies (FDTT ) IPCSIT vol.33() () IACSIT Press, Singapore Free convection flow of Couple Stress fluid between parallel Disks D. Srinivasacharya

More information

Modeling Chemical Reactions with Single Reactant Specie

Modeling Chemical Reactions with Single Reactant Specie Modeling Cheical Reactions with Single Reactant Specie Abhyudai Singh and João edro Hespanha Abstract A procedure for constructing approxiate stochastic odels for cheical reactions involving a single reactant

More information

Research Article On the Isolated Vertices and Connectivity in Random Intersection Graphs

Research Article On the Isolated Vertices and Connectivity in Random Intersection Graphs International Cobinatorics Volue 2011, Article ID 872703, 9 pages doi:10.1155/2011/872703 Research Article On the Isolated Vertices and Connectivity in Rando Intersection Graphs Yilun Shang Institute for

More information

UCSD Spring School lecture notes: Continuous-time quantum computing

UCSD Spring School lecture notes: Continuous-time quantum computing UCSD Spring School lecture notes: Continuous-tie quantu coputing David Gosset 1 Efficient siulation of quantu dynaics Quantu echanics is described atheatically using linear algebra, so at soe level is

More information

Optical Properties of Plasmas of High-Z Elements

Optical Properties of Plasmas of High-Z Elements Forschungszentru Karlsruhe Techni und Uwelt Wissenschaftlishe Berichte FZK Optical Properties of Plasas of High-Z Eleents V.Tolach 1, G.Miloshevsy 1, H.Würz Project Kernfusion 1 Heat and Mass Transfer

More information

About the definition of parameters and regimes of active two-port networks with variable loads on the basis of projective geometry

About the definition of parameters and regimes of active two-port networks with variable loads on the basis of projective geometry About the definition of paraeters and regies of active two-port networks with variable loads on the basis of projective geoetry PENN ALEXANDR nstitute of Electronic Engineering and Nanotechnologies "D

More information

Research Article Robust ε-support Vector Regression

Research Article Robust ε-support Vector Regression Matheatical Probles in Engineering, Article ID 373571, 5 pages http://dx.doi.org/10.1155/2014/373571 Research Article Robust ε-support Vector Regression Yuan Lv and Zhong Gan School of Mechanical Engineering,

More information

e-companion ONLY AVAILABLE IN ELECTRONIC FORM

e-companion ONLY AVAILABLE IN ELECTRONIC FORM OPERATIONS RESEARCH doi 10.1287/opre.1070.0427ec pp. ec1 ec5 e-copanion ONLY AVAILABLE IN ELECTRONIC FORM infors 07 INFORMS Electronic Copanion A Learning Approach for Interactive Marketing to a Custoer

More information

PY241 Solutions Set 9 (Dated: November 7, 2002)

PY241 Solutions Set 9 (Dated: November 7, 2002) PY241 Solutions Set 9 (Dated: Noveber 7, 2002) 9-9 At what displaceent of an object undergoing siple haronic otion is the agnitude greatest for the... (a) velocity? The velocity is greatest at x = 0, the

More information

MODIFIED SERIES RESISTANCE MODEL - DETERMINATION OF MEAN CONCENTRATION BY INTEGRAL TRANSFORMATION

MODIFIED SERIES RESISTANCE MODEL - DETERMINATION OF MEAN CONCENTRATION BY INTEGRAL TRANSFORMATION MODIFIED SERIES RESISTANCE MODEL - DETERMINATION OF MEAN CONCENTRATION BY INTEGRAL TRANSFORMATION A. L. Venezuela a, R. F. Cantão a, R. S. Ongaratto b, and R. N. Haneda c a Universidade Federal de São

More information

SOLUTIONS. PROBLEM 1. The Hamiltonian of the particle in the gravitational field can be written as, x 0, + U(x), U(x) =

SOLUTIONS. PROBLEM 1. The Hamiltonian of the particle in the gravitational field can be written as, x 0, + U(x), U(x) = SOLUTIONS PROBLEM 1. The Hailtonian of the particle in the gravitational field can be written as { Ĥ = ˆp2, x 0, + U(x), U(x) = (1) 2 gx, x > 0. The siplest estiate coes fro the uncertainty relation. If

More information

The Wilson Model of Cortical Neurons Richard B. Wells

The Wilson Model of Cortical Neurons Richard B. Wells The Wilson Model of Cortical Neurons Richard B. Wells I. Refineents on the odgkin-uxley Model The years since odgkin s and uxley s pioneering work have produced a nuber of derivative odgkin-uxley-like

More information

COS 424: Interacting with Data. Written Exercises

COS 424: Interacting with Data. Written Exercises COS 424: Interacting with Data Hoework #4 Spring 2007 Regression Due: Wednesday, April 18 Written Exercises See the course website for iportant inforation about collaboration and late policies, as well

More information

Research and Experiments on Electromagnetic Field Induced by Two. Coaxial Solenoid Coils of Axially Mag-lev Driving Needle

Research and Experiments on Electromagnetic Field Induced by Two. Coaxial Solenoid Coils of Axially Mag-lev Driving Needle 3rd International Conference on Mechatronics and Inforation Technology (ICMIT 16) Research and Experients on Electroagnetic Field Induced by Two Coaxial Solenoid Coils of Axially Mag-lev Driving Needle

More information

Chaotic Coupled Map Lattices

Chaotic Coupled Map Lattices Chaotic Coupled Map Lattices Author: Dustin Keys Advisors: Dr. Robert Indik, Dr. Kevin Lin 1 Introduction When a syste of chaotic aps is coupled in a way that allows the to share inforation about each

More information

Pearson Education Limited Edinburgh Gate Harlow Essex CM20 2JE England and Associated Companies throughout the world

Pearson Education Limited Edinburgh Gate Harlow Essex CM20 2JE England and Associated Companies throughout the world Pearson Education Liited Edinburgh Gate Harlow Esse CM0 JE England and Associated Copanies throughout the world Visit us on the World Wide Web at: www.pearsoned.co.uk Pearson Education Liited 04 All rights

More information

8.1 Force Laws Hooke s Law

8.1 Force Laws Hooke s Law 8.1 Force Laws There are forces that don't change appreciably fro one instant to another, which we refer to as constant in tie, and forces that don't change appreciably fro one point to another, which

More information

A New Algorithm for Reactive Electric Power Measurement

A New Algorithm for Reactive Electric Power Measurement A. Abiyev, GAU J. Soc. & Appl. Sci., 2(4), 7-25, 27 A ew Algorith for Reactive Electric Power Measureent Adalet Abiyev Girne Aerican University, Departernt of Electrical Electronics Engineering, Mersin,

More information

Analytical Expression for the Hydrodynamic Fluid Flow through a Porous Medium

Analytical Expression for the Hydrodynamic Fluid Flow through a Porous Medium Analytical Expression for the Hydronaic Fluid Flow through a Porous Mediu * V.Ananthasway 1, S.Ua Maheswari 1 Departent of Matheatics, The Madura College (Autonoous), Maduri, Tail Nadu, India M. Phil.,

More information

2nd Workshop on Joints Modelling Dartington April 2009 Identification of Nonlinear Bolted Lap Joint Parameters using Force State Mapping

2nd Workshop on Joints Modelling Dartington April 2009 Identification of Nonlinear Bolted Lap Joint Parameters using Force State Mapping Identification of Nonlinear Bolted Lap Joint Paraeters using Force State Mapping International Journal of Solids and Structures, 44 (007) 8087 808 Hassan Jalali, Haed Ahadian and John E Mottershead _ Γ

More information

A Simple Regression Problem

A Simple Regression Problem A Siple Regression Proble R. M. Castro March 23, 2 In this brief note a siple regression proble will be introduced, illustrating clearly the bias-variance tradeoff. Let Y i f(x i ) + W i, i,..., n, where

More information

PHY307F/407F - Computational Physics Background Material for Expt. 3 - Heat Equation David Harrison

PHY307F/407F - Computational Physics Background Material for Expt. 3 - Heat Equation David Harrison INTRODUCTION PHY37F/47F - Coputational Physics Background Material for Expt 3 - Heat Equation David Harrison In the Pendulu Experient, we studied the Runge-Kutta algorith for solving ordinary differential

More information

BROWNIAN DYNAMICS Lecture notes

BROWNIAN DYNAMICS Lecture notes Göran Wahnströ BROWNIAN DYNAMICS Lecture notes Göteborg, 6 Deceber 6 Brownian dynaics Brownian otion is the observed erratic otion of particles suspended in a fluid (a liquid or a gas) resulting fro their

More information

P032 3D Seismic Diffraction Modeling in Multilayered Media in Terms of Surface Integrals

P032 3D Seismic Diffraction Modeling in Multilayered Media in Terms of Surface Integrals P032 3D Seisic Diffraction Modeling in Multilayered Media in Ters of Surface Integrals A.M. Aizenberg (Institute of Geophysics SB RAS, M. Ayzenberg* (Norwegian University of Science & Technology, H.B.

More information

Homotopy Analysis Method for Solving Fuzzy Integro-Differential Equations

Homotopy Analysis Method for Solving Fuzzy Integro-Differential Equations Modern Applied Science; Vol. 7 No. 3; 23 ISSN 93-844 E-ISSN 93-82 Published by Canadian Center of Science Education Hootopy Analysis Method for Solving Fuzzy Integro-Differential Equations Ean A. Hussain

More information

Kinetic Theory of Gases: Elementary Ideas

Kinetic Theory of Gases: Elementary Ideas Kinetic Theory of Gases: Eleentary Ideas 17th February 2010 1 Kinetic Theory: A Discussion Based on a Siplified iew of the Motion of Gases 1.1 Pressure: Consul Engel and Reid Ch. 33.1) for a discussion

More information

A Simplified Analytical Approach for Efficiency Evaluation of the Weaving Machines with Automatic Filling Repair

A Simplified Analytical Approach for Efficiency Evaluation of the Weaving Machines with Automatic Filling Repair Proceedings of the 6th SEAS International Conference on Siulation, Modelling and Optiization, Lisbon, Portugal, Septeber -4, 006 0 A Siplified Analytical Approach for Efficiency Evaluation of the eaving

More information

ACTIVE VIBRATION CONTROL FOR STRUCTURE HAVING NON- LINEAR BEHAVIOR UNDER EARTHQUAKE EXCITATION

ACTIVE VIBRATION CONTROL FOR STRUCTURE HAVING NON- LINEAR BEHAVIOR UNDER EARTHQUAKE EXCITATION International onference on Earthquae Engineering and Disaster itigation, Jaarta, April 14-15, 8 ATIVE VIBRATION ONTROL FOR TRUTURE HAVING NON- LINEAR BEHAVIOR UNDER EARTHQUAE EXITATION Herlien D. etio

More information

TOPIC E: OSCILLATIONS SPRING 2018

TOPIC E: OSCILLATIONS SPRING 2018 TOPIC E: OSCILLATIONS SPRING 018 1. Introduction 1.1 Overview 1. Degrees of freedo 1.3 Siple haronic otion. Undaped free oscillation.1 Generalised ass-spring syste: siple haronic otion. Natural frequency

More information

DRAFT. Memo. Contents. To whom it may concern SVN: Jan Mooiman +31 (0) nl

DRAFT. Memo. Contents. To whom it may concern SVN: Jan Mooiman +31 (0) nl Meo To To who it ay concern Date Reference Nuber of pages 219-1-16 SVN: 5744 22 Fro Direct line E-ail Jan Mooian +31 )88 335 8568 jan.ooian@deltares nl +31 6 4691 4571 Subject PID controller ass-spring-daper

More information

State Estimation Problem for the Action Potential Modeling in Purkinje Fibers

State Estimation Problem for the Action Potential Modeling in Purkinje Fibers APCOM & ISCM -4 th Deceber, 203, Singapore State Estiation Proble for the Action Potential Modeling in Purinje Fibers *D. C. Estuano¹, H. R. B.Orlande and M. J.Colaço Federal University of Rio de Janeiro

More information

Approximate method for temperature-dependent characteristics of structures with viscoelastic dampers

Approximate method for temperature-dependent characteristics of structures with viscoelastic dampers Arch Appl Mech 2018 88:1695 1711 https://doi.org/10.1007/s00419-018-1394-6 ORIGINAL Roan Lewandowsi Maciej Przychodzi Approxiate ethod for teperature-dependent characteristics of structures with viscoelastic

More information

Causality and the Kramers Kronig relations

Causality and the Kramers Kronig relations Causality and the Kraers Kronig relations Causality describes the teporal relationship between cause and effect. A bell rings after you strike it, not before you strike it. This eans that the function

More information