Free Essay

Laplace Transform

In:

Submitted By engrsam
Words 3775
Pages 16
CHAPTER ONE
INTRODUCTION
1.1 Background of the Study In this particular area of research, I wish to study transformation which plays an important role in pure and applied mathematics. This class of transformation is an integral transformation called the Laplace transform. It is very effective in the study of initial value problem involving linear differential equation with constant coefficient. Laplace transform was first introduced by a French mathematician called Pierre Simon Marquis de Laplace about 1780’s. This method associated with the isolation of the original problem that is function ƒ(t) of a real variable and some function ƒ(s) of a complex variable so that the ordinary differential equation for the function ƒ(t) is transformed into an algebraic equation for ƒ(s) which in most cases can readily be solved. The solution of the original differential equation can be arrived at by obtaining the inverse transformation. The transformation and its inverse can be derived by consulting already prepared table of transform. This method is particularly useful in the solution of differential equation and has more application in various fields of technology e.g. electrical network, mechanical vibrations, structural problems, control systems. Meanwhile in this research work, I shall look into the Laplace transform, the properties of the Laplace transform and the use of this technique in solving delay differential equation will be looked into.
1.2 Statement of the Problem There are so many engineering and other related problems that can be expressed in the form of ordinary differential equations. But such problems cannot easily be solved using the elementary method of solution. In such cases, the Laplace transform becomes a more successful and useful tool in solving these problems. Therefore, I intend to carry out this research called Laplace transform and its application in solving delay differential equations.
1.3 Justification of the Study As a tool for solving delay differential equations (DDEs), Laplace transform has some essential features that makes it more desirable method compared to others. (a) Laplace transform reduces a differential equation to an algebraic which makes the problem very easy to handle. (b) The solution satisfying the given initial condition is automatically found of which is justified. (c) Laplace transforms handles both homogenous and non-homogenous equation at the same time, no need of solving the homogenous part first before non-homogenous on the process of finding the solution of the given problem.
1.4 Scope and Limitations The work will cover Laplace transform, its properties and the applications of Laplace transform in solving Delay Differential Equations (DDEs).
1.5 Aim and Objectives The aim of the project is to know the application of laplace transform in solving delay differential equation The following are the aim and objectives of the study; (i) To have more insight on the Laplace transform. (ii) To be conversant with the application of Laplace transform in solving delay differential equation and know its area of application in real life situation. (iii) To determine the inverse transformation to obtain a particular solution.
1.6 Definition of Basic Terms
1.6.1 Differential Equations Let x be an independent variable and y be the dependent variable, then the differential equation is a relationship between an independent variable x and a dependent variable y and one or more derivatives of y with respect to x.
i. dydx=x+6

ii xdydx-y2=0

iii d2ydx2=4dydx+10y

1.6.2 Order of a Differential Equation The order of a differential equation is given by the highest derivative involved in the differential equation.
Example:
i xdydx=y2 +4 is of first order

ii d2ydx2+8dydx+2=0 is of second order

1.6.3 Degree of a Differential Equation The degree of a differential equation is the power of the highest derivative involved in the differential equation.
Example:
i xdydx +y2 =0 is of degree one

ii (d2y)3dx2+(d2y)3dx2 is of degree two iii d2ydx2=4dydx+10y

1.6.4 Delay Differential Equations (DDEs)
The delay differential equations (DDEs) is the equation in the form y't=f(t,yt, yt-T1t,yt, yt-T2t,yt.
This was originally motivated mainly by problems in feedback control theory. The delays Ti = 1, 2, … are measurable physical quantities and may be constant, a function of t (the variable or time dependent case). Examples of delays include; (i) The time taken for a signal to travel to the controlled object. (ii) The driver reaction time. (iii) The time for the body to produce red blood cells and cell division time in the dynamics of viral exhaustion or persistence.
Time delays are natural component of the dynamic process of biology, ecology, physiology, economics, epidemiology and mechanics and to ignore them is to ignore reality.
A delay differential equation (DDE) is a functional differential equation where the highest order derivative only occurs with one value argument and this argument is not less than the arguments of the unknown function and its lower order derivatives appearing in the equation. Such equations are called retarded functional differential equations (RFDE) or differential equations with retarded arguments.
Example:
i x'(t)=x(t-π)

ii x'(t)=x(t)-xt2

1.6.5 Application of Delay Differential Equation Delay differential equations arise when modeling certain physical problems as the following applications show;
Application 1: Balancing a pencil on your finger tip Let m > 0 be the mass of the pencil and l > 0 be its length. Model the pencil as a damped inverted pendulum. If there is no applied force, the model will be mlθ''+γlθ'-mgsinθ=0, Where γ≥0the damping coefficient and g is is the acceleration due to gravity. When balancing, the finger applies a force which depends on the deviation of the pencil from the vertical position, Ɵ and the angular velocity of the pencil, θ' mlθ''t+γlθ't-mgsinθt=f(θt-τ, θ'(t-τ))
Here τ > 0 represents your reaction time i.e. the time between when you observe the position and velocity of the pencil and the time when you actually apply the force. This is an example of a system with delayed feedback control. Such systems can be schematically represented as in figure 1.2. One of the main ideas of control theory is to design feedback laws to force a system to exhibit a certain desired behaviour.
Application 2: Population Models
The standard predator-prey model is of the form x't=r1xt1-xtL-b1xtyt y't=-r2yt+b2xtyt

Where: x(t) is the size of the prey population at time t, y(t) is the size of the predator population at time t, r1> 0, r2 > 0 are the per capita growth / death rates b1 > 0, b2 > 0 are the predation coefficients
A more realistic model allows for a time delay, τ > 0 between when the prey is eaten and when this food is converted into new biomass through births of predators. In this case the model becomes x't=r1xt1-xtL-b1xtyt y't=-r2yt+b2xt-τyt-τ

And even more realistic model uses a distribution of delays to take into account the fact that the gestation period is not exactly the same for each individual. In this case, the model becomes. x't=r1xt1-xtL-b1x(t)y(t) y't=-r2yt+b20∞Gsxt-syt-sds,
0∞G(s)ds=1

θ θ Fig. 1.1: Geometry for Pencil Balancing

1.6.6 A Functional Differential Equation (FDE) A functional differential equation is an equation for an unknown function which involves derivatives of the functions and in which the function and possibly its derivatives, occur with various different arguments.
Example:

i x't=t2xt-x'(t-1) ii x'(t)=x(t)x(t-1)+xt+2

1.6.7 Laplace Transform
Suppose f(t) represents some expression t defined for t≥0, the Laplace transform of f(t) denoted by Ltis defined to be
Lft=0∞e-stf(t)dt
Where
L: the Laplace operator f(t): a general function of time
S: a complex independent variable
F(s) : the symbol for the Laplace transform f(t)
This is Fs=0∞e-stf(t)dt
The function F(s) is called the Laplace transform of the given function F(t) and it is denoted by Lft such that f(s)=Lft=0∞e-stf(t)dt 1.7.0 Transformation of some Standard Function
1.7.1 Transformation of a Constant
Suppose f(t) is a constant
If f(t)=a then
Lft=La=0∞ae-stdt
=a[e-st]o∞=as
∴Lft=as provided s>0
1.7.2 Transformation of an Exponential Function If ƒ(t) is an exponential function say eat where a is a constant, then the Laplace transform of eat is given by
L{eat}=0∞e-st.eatdt
=0∞e-(s-a)tdt
Leat=-1s-ae-s-at0∞=-10-1s-a =1s-a
Leat=1s-a provided s-a>0

1.7.3 Transformation of a Periodic Function
In the periodic function, if we want to transform sin at or cos at, we write it in the form of exponential function, thus cos at +i sinat =eiat
Here sin at is the imaginary part if eiat that is L=sinat=imaginary of
0∞eiat.e-stdt
=Im 0∞e-(s-ia)tdt Now using the exponential form we have that 0∞e-(s-ia)tdt =1(s-ia) provided s-ia>0 Lsinat=In 1s-ia By rationalizing the denomination we have
1(s-ia)∙s+ias+ia =(s+ia)(s2+a2)=ia(s2+a2)
L=sin at=a(s2+a2) provided s>0

1.8 Existence of Laplace Transform
The existence of the Laplace transform of a function ƒ(t) depends on the convergence of an improper integral
0∞e-stf(t)dt
The theorem of the existence of Laplace transform states that “if ƒ(t) is piecewise continuous and of exponential order, then the Laplace transform of ƒ defined by
Lft0∞e-stftdt exist for s sufficiently large Therefore, with the existence of Laplace transform, I shall go on and make further research on this topic “Laplace Transform and its Application in solving Delay Differential Equations (DDEs).

CHAPTER TWO
LITERATURE REVIEW This chapter consists of previous research work made by some science authors for the development of this great topic “Laplace transform”. Strond (2001) defined Laplace transform as follows; If ƒ(x) represents some expression in x, defined for x ≥ 0, the Laplace transform of ƒ(x) denoted by L{ ƒ(x)} is defined to be
Lƒx=0∞e-sxf(x)dx

Where s is a variable whose values are chosen so as to ensure that the semi-infinite integrals converges.
He further stated that “The Laplace Transform is an expression in the variable s which is denoted by ƒ(s)”. It is said that ƒ(x) and ƒ(s) = L { ƒ(x)} from a transform pair. This means that if ƒ(s) is the Laplace transform of ƒ(x), then ƒ(x) is the inverse Laplace transform of ƒ(s), we write it as; ƒ(x) = L' { ƒ(s)}
Murray (1965) provides the linearity property of the Laplace transform that if ƒ1(t) and ƒ2(t) are two functions whose Laplace exist for s > a, and s > a2, c1 and c2 be real constants.
Then for a greater than, the maximum of a1 and a2.
L{c1f1t+c2f2(t)}=c1L{c1f1t+c2f2(t)}
Kreyzig (2002) developed the first translation property of Laplace transform that if ƒ(t) has transform ƒ(s) where s > K, then the linear Laplace transform that is L{eat at} = ƒ(s - a) and the inverse is given as ƒ(t) = L-1 { ƒ(s – a)} where a is any real number.
Gupta (1978) developed the Laplace transform of integrals as follows;
Suppose the Laplace transform of ƒ(t) is ƒ(s) that is L{ ƒ(t)} = ƒ(s)
Then
L0tf(u)du=f(s)s Stroud (2003) defined the Laplace transform of an expression ƒ(t) denoted by L{ ƒ(t)} as the semi-infinite integral.
L[f(t)]=0∞f(t)e-stdt

Stroud went further to develop the transformation of derivatives as follows; Suppose f'(t) denotes the first derivatives of ƒ(t) with respect to t1 and f'(t) denote the second derivative of ƒ(t) with respect to t e.t.c. then;
Lft=0∞fte-stdt by defination
Integrating by part we have
L[f(t)]=[e-stf(t)]∞0-0∞f(t)(-se-st)dt
When t→∞ e-stft→0
Since s is positive and large enough to ensure that e-st decays faster than any possible growth of ƒ(t).
L[f'(t)]=f0+sL[f(t)]
Murray (1965) developed the relationship which exist between the production of two function say ƒ and g and the Laplace transform of the individual function is called convolution of ƒ and g defined by f×g=0tf(t-u)g(u)du He states that if L{ƒ(t)} = ƒ(s) and L{g(t)} = G(s) that is if the Laplace transform of ƒ(t) is ƒ(s) and g(t) = f(s)G(s) then, L{ ƒ(s) x g(t)} = ƒ(s) G(S) or
L-1[f(s)g(s)]=f×g0tf(t-u)g(u)d(u)
Note that we use this in solving or finding the inverse transformation of the product of two functions.
Stroud (2003) in addition to the above review provision, went further to develop the theorem of multiplying by t and n tn as follows; If L{ƒ(t)} = ƒ(s) then L {t ƒ(t)} =f' (s) since L ƒt=fs=0∞e-stftdt as stated earlier, then

L ƒt=fs=0∞e-stftdt=-f's

L ƒt=-f's

CHAPTER THREE
METHODOLOGY
This chapter shows the techniques employed in solving delayed differential equation by the method of Laplace transform. The methods to be used in carrying out this research include; (i) Taking the transform of the derivatives involved in the problem. (ii) Solving equation by the method of rational approximations.
3.1 Methods of Transforms of a Derivative
Suppose f'(t) denotes the first derivatives of ƒ(t) with respect to t and f''t, denotes the second derivatives of ƒ(t) with respect to t, e.t.c. then,
Lf't=0∞e-stf'tdt by defination 3.2.1
Integrating by part we have Lf't =[e-stft]0∞-0∞ft-se-stdt 3.2.2
When t→∞, e-stf(t)→0

Since s is positive and large enough to ensure that e-st decay faster than any possible growth of ƒ(t).
Lf't=-f(0)+sL{f(t)}
Replacing ft by f't
Lf''t=-f(0)+sL{f(t)}
Lf''t=-f(0)+sL{f'(t)}
Lf''t=-f'(0)+s-f0+sLft
Note that Lft=F(s)
Lf't=SF(s)-F(0)
Lf''t=s2F(s)-sF(0)-f'(0)
In general, the Laplace transform of derivative can be written as
Lfnt=snFs-sn-1f0-sn-2f'0…………………. -sfn-20-fn-10 3.2.3
Therefore we denote the Laplace transform of Y, i.e Y=L{y}=L{f(t)}=f(s) And by so, doing, we can have the transform of the following derivative
L(Y)=Y
L(Y')=SY-Y0
L(Y'')=s2Y-sY0-sY1
3.2 Method of Rational Approximations
Laplace transform technique are used in the solution of delay differential equations (DDEs). By the method of rational approximation these are explain below. i. Taking the laplace transforms of the given differential equation ii. Using the given initial condition (if specified) iii. Rearranging the equation algebraically to give the transform of the solution iv. Determining the inverse transform to obtain the particular solution

Table 1: Table of the standard Laplace Transform Function f(t) | L[f(t)]=f(s) | a | as, s>0 | t | 1s2,s>o | eat | 1(s-a),s>0 | sinat | as2+a2,s>0 | cosat | as2+a2,s>0 | sinhat | as2-a2,s>⃓a⃓ | coshat | as2-a2,s>⃓a⃓ | tn | n!sn+1,s>0 | eatsinbt | b(s-a)2+b2,s>a | tneat | n!(s-a)n+1,s>a | e-atf(t) | F(s+a) | f(t)t | s∞F(u)du | f''(t) | s''Fs-sn-1f0……..fn-1(0) |

CHAPTER FOUR
RESULTS
4.1 Application of Laplace Transform in Solving Delay Differential Equation
This chapter is based on the solution of delay differential equation (DDE) by laplace transform.
In solving delay differential equation, laplace transform technique are used in the solution of DDE’s arising in control theory by rational approximation method. Are illustrate the solution of DDE by laplace transform method in the following example. 1. Solve the equation. x't=2x(t-1) … 4.1
Solution
Taking the laplace transform leads to
Lx't=2L[x(t-1)]

=1∞x'te-stdt=21∞xt-1e-stdt
Taking the L.H.S
1∞x'te-stdt
By applying integration by part dV=x't, V=dV=x(t) u=e-st, dudt=se-st uv-1∞vdudt =e-st.xt-1∞xt-se-st
=x(t)e-st/1∞- 1∞xt.(-se-st)

Taking the R.H.S
21∞xt-1e-stdt
Let u=t-1 dudt=1 du=dt u=t-1 t=u+1
Recall
21∞xt-1e-stdt
Since t-1=u then
21∞xt-1e-stdt
Recall from equation (4.1) above

1∞x'te-stdt=21∞xt-1e-stdt x(t)e-st/1∞-1∞x(t)-se-stdt=21∞xue-s(u+1)dt Assuming that xte-st→0 as t→∞
This leads to x1e-st+s1∞e-st.x(t)dt=2e-s01xue-sudu+2e-s1∞x(u)e-sudu Hence assuming that s-2e-s≠0 we obtain
1∞xte-stdt=x1e-s+2e-s+2e-s01x(u)e-sudus-2e-s
Hence assuming the inversion formular can be applied, we obtained. xte-st=cx1e-s+2e-s01x(u)e-sudu.estds Divide both side by e-st xt=cx1e-s+2e-s01x(u)e-sudu s-2e-s .estds
Example 2.
Solve the equation f''t+4ft=sin2t …4.2
Taking the laplace transform of both sides L[f''t]+L[4ft]=sin2t s2fs-sf0-f'0+4fs=ks2+k2 s2fs-sf0-f'0+4fs=2s2+4
With the initial condition f0=0 and f'0=0 s2Fs-s0-0+4Fs=2s2+4 s2Fs+4F(s)=2s2+4
Fss2+4=2s2+4
Divide both side by s2+4

Fss2+4s2+4=2s2+4s2+4
Fs=2s2+4÷s2+41=2s2+4×1s2+4
Fs=2(s2+4)2
Now apply the laplace inverse transform to get ft=L-1F(s) ft=L-12s2+42 ft=18sin2t-t4cos2t. Example 3.
Solve the equation y''-3y'+2y=4e2t …4.3
Where Y0=-3, Y'0=5
Taking the laplace transform.
L[y'']-3[L]y'+2L[y]=4[L]e2t

s2y-sy0-y'0-3sy-y0+2y=4. 1s-k s2y-sy0-y'0-3sy+3y0+2y=4s-2 With initial condition y0=-3, y' 0=5 s2y-s-3-5-3sy+3-3+2y=4s-2 s2y-3s-3sy-5+2y-9=4s-2 s2-3s+2y+3s-14=4s-2 Collect like terms s2-3s+2y=4s-2-3s-141 Divide the both side by s2-3s+2 y=4s-2s2-3s+2=3s-141s2-3s+2 y=4(s2-2s+2)(s-2)+14-3s(s2-3s+2)
Separate y into its partial fraction y=-3s2+20s-24(s-1)(s-2)2 Separate y into partial fraction. y=-7s-1+4s-2+4(s-2)2 Taking the inverse transform we get. y=L-1[y] y=L-1-7s-1+L-14s-2+L-14s-22 y=-7L-11s-1+4L-11s-2+4L-11s-22 y=-7et+4e2t+4te2t
The laplace transform method can be considerably shatter than the classical methods which require determination of the complimentary function, determination of a particular intergral, and the general solution. With all these we see that the method of laplace transform is more preferable.

CHAPTER FIVE SUMMARY, CONCLUSION AND RECOMMENDATIONS
5.1. SUMMARY
This project reviewed the basic theory of laplace transform given by a function f(t). We examine the property of laplace transform and the method itself in solving delay differential equations (DDES).
Moreso, taking the transform of the deferential equations and rearranging the equations algebraically gives the transform of the solution. Also we use the given initial condition (if at all specified in the problem) and finally determine the inverse transform to obtain the particular solution.
5.2 Conclusion
Above all, laplace transform has been found to have many advantages over other methods of solving deferential equation which include the possession of the useful property that many relationships and operated over the original f(t) corresponds to simplex relationship and operation over its imagine F(s). laplace transform is crucial for the study of control system, hence they are used for analysis of HVAC (Heating, Ventilation and Air Conditioning) control systems, which are useful in all modern building and construction with the above mentioned advantages we can observed that the laplace transform method is the most widely acceptable method, the method also has the ready-made table of laplace transform which makes the work easier in solving problems. 5.3 Recommendation. The laplace transform is a widely used integral transform in mathematics with many applications in physic and engineering. the laplace transform has the following advantages over other method of solving differential equation. -The laplace transform has the useful property that many relationships and operations over the original f(t) corresponds to simpler relationships and operations over its imagine F(s)
The laplace transform is used for solving differential and integral equations. In physics and engineering, it is used for analysis of linear time-invariant. * The laplace transform provide an alternative functional discretions that often simplifies the process of analyzing the behavior of the system or synthesizing a new system based on a set specifications
-Finally, it is equal in value to the initial function.

REFERENCES
Boyce, E.W and H. Oktern C.R (1977). Elementary differential equation and boundary value problems
Isaac, I Newton (1908). Title theory of differential equation 2 (1) retrieved Dec..2009 from www.maths.rch.ie/../IRB
Newton. html
Kreyzig, E. (2004). Advanced Engineering mathematics (8th edition).
Danford, united states of America
Odekunle, R. (2005). Academic Research Yola, Nigeria: BECH publishers Vito, P. Voltera (1900). First order Differential Equation 5(2).
Retrieved Dec. 2009 from Wikipedia.org/wikiz

Similar Documents

Free Essay

Laplace Transform and Its Application

...Laplace Transform The Laplace transform can be used to solve differential equations. Besides being a different and efficient alternative to variation of parameters and undetermined coefficients, the Laplace method is particularly advantageous for input terms that are piecewise-defined, periodic or impulsive. The direct Laplace transform or the Laplace integral of a function f (t) defined for 0 ≤ t < ∞ is the ordinary calculus integration problem ∞ 0 f (t)e−st dt, succinctly denoted L(f (t)) in science and engineering literature. The L–notation recognizes that integration always proceeds over t = 0 to t = ∞ and that the integral involves an integrator e−st dt instead of the usual dt. These minor differences distinguish Laplace integrals from the ordinary integrals found on the inside covers of calculus texts. 7.1 Introduction to the Laplace Method The foundation of Laplace theory is Lerch’s cancellation law ∞ −st dt 0 y(t)e = ∞ −st dt 0 f (t)e (1) L(y(t) = L(f (t)) implies or implies y(t) = f (t), y(t) = f (t). In differential equation applications, y(t) is the sought-after unknown while f (t) is an explicit expression taken from integral tables. Below, we illustrate Laplace’s method by solving the initial value problem y = −1, y(0) = 0. The method obtains a relation L(y(t)) = L(−t), whence Lerch’s cancellation law implies the solution is y(t) = −t. The Laplace method is advertised as a table lookup method, in which the solution y(t) to a differential equation...

Words: 11519 - Pages: 47

Free Essay

A Stochastic Model for Order Book Dynamics

...desirable features: it can be estimated easily from data, it captures key empirical properties of order book dynamics, and its analytical tractability allows for fast computation of various quantities of interest without resorting to simulation. We describe a simple parameter estimation procedure based on high-frequency observations of the order book and illustrate the results on data from the Tokyo Stock Exchange. Using simple matrix computations and Laplace transform methods, we are able to efficiently compute probabilities of various events, conditional on the state of the order book: an increase in the midprice, execution of an order at the bid before the ask quote moves, and execution of both a buy and a sell order at the best quotes before the price moves. Using high-frequency data, we show that our model can effectively capture the short-term dynamics of a limit order book. We also evaluate the performance of a simple trading strategy based on our results. Subject classifications: limit order book; financial engineering; Laplace transform inversion; queueing systems; simulation. Area of review: Financial Engineering. History:...

Words: 11360 - Pages: 46

Free Essay

Ecet 402 Lab 6

...------------------------------------------------- ECET-402 Week 6 Lab Worksheet Name: John Natale Block Diagram Simplification and Step/Impulse Responses Please complete this worksheet and submit to week 6 lab dropbox This worksheet serves as coversheet 1. Determine the overall transfer function of the system given below by hand as discussed in pre-lab. Please show your work and type the equations if you can. TF=(Y(s))/(X(s))=((s^3+3s^2+3s+2)/(〖2s〗^4+6s^3+15s^2+12s+5))/(1+(s^3+3s^2+3s+2)/(〖2s〗^4+6s^3+15s^2+12s+5)×2/s)=(s^4+3s^3+3s^2+2s)/(2s^5+6s^4+17s^3+18s^2+11s+4) TF=(Y(s))/(X(s))=(s^4+3s^3+3s^2+2s)/(2s^5+6s^4+17s^3+18s^2+11s+4) 2. Determine the overall transfer function of the system shown above using MATLAB. Copy the MATLAB code and the overall transfer function obtained and paste them below: >> nG1 = [1 0]; >> dG1 = [1]; >> G1 = tf (nG1, dG1) Transfer function: >> nG2 = [1]; >> dG2 = [1 1]; >> G2 = tf (nG2, dG2) Transfer function: 1 ----- s + 1 >> nG3 = [1]; >> dG3 = [1 0]; >> G3 = tf (nG3, dG3) Transfer function: 1 - s >> nG4 = [1 2]; >> dG4 = [1 2 5]; >> G4 = tf (nG4, dG4) Transfer function: s + 2 ------------- s^2 + 2 s + 5 >> nG5 = [2]; >> dG5 = [1 0]; >> G5 = tf (nG5, dG5) Transfer function: 2 - s >> G6 = series (G1, G2) ...

Words: 465 - Pages: 2

Free Essay

Meen 260 Hw Solotion

...MEEN 260 Introduction to Engineering Experimentation Homework 10: Laplace Transform, and Frequency Response Solution Assigned: Thursday, 9 Apr. 2009 Due: Thursday, 16 Apr. 2009, 5:00pm Learning Objectives: After completing this homework assignment, you should be able to: 1) 2) 3) 4) 5) Determine the Laplace Transform of a signal using the definition, tables, or properties of the Laplace Transform Utilize the Laplace Transform to find the Transfer Function of a dynamic system represented by a system of differential equations Utilize the Laplace Transform to solve for the transient response of a dynamic system Discuss the difference between the Laplace and Fourier Transforms and their respective uses Using the Transfer Function of a system, determine and plot the associated frequency response, and determine the steady state response of a system to a harmonic input signal Homework Problems: Problem 1) Definition of Laplace Transform Using the mathematical definition, compute the Laplace transform for the function: f (t ) = 3t + t cos(2t ) Solution: From the mathematical definition, we split the function into two pieces: 3 3 · We use u-v substitution (u=3t, dv=e-st) to get: ∞ 3 ∞ 3 3 0 0 The second piece of the function is more complicated. Recall that: · So we find: cos 2 We use u-v substitution (u=e-st, dv=cos(2t)) and get: sin 2 2 This does not give us a useful answer, so we perform a u-v substitution to the right hand side of the equation to obtain: cos 2 By rearranging...

Words: 605 - Pages: 3

Free Essay

Laplace Table

...f ( t ) = L -1 {F ( s )} 1. 3. 5. 7. 9. 11. 1 t n , n = 1, 2,3,K t sin ( at ) t sin ( at ) sin ( at ) - at cos ( at ) cos ( at ) - at sin ( at ) sin ( at + b ) sinh ( at ) e at sin ( bt ) e at sinh ( bt ) t ne at , n = 1, 2,3,K uc ( t ) = u ( t - c ) Heaviside Function F ( s ) = L { f ( t )} 1 s n! s n +1 Table of Laplace Transforms f ( t ) = L -1 {F ( s )} F ( s ) = L { f ( t )} 1 s-a G ( p + 1) s p +1 1 × 3 × 5L ( 2n - 1) p 2n s 2 s 2 s + a2 s2 - a2 2 n+ 1 2. 4. 6. 8. 2 e at t p , p > -1 t n- 1 2 p 2s a 2 s + a2 2as 2 3 2 , n = 1, 2,3,K cos ( at ) t cos ( at ) sin ( at ) + at cos ( at ) cos ( at ) + at sin ( at ) cos ( at + b ) cosh ( at ) e at cos ( bt ) e at cosh ( bt ) f ( ct ) (s + a2 ) 10. 12. (s + a2 ) 2 13. 15. 17. 19. 21. 23. 25. 27. 29. 31. 33. 35. 37. (s + a ) s(s - a ) (s + a ) 2 2 2 2 2 2 2 2 2a 3 14. 16. 18. 20. 22. 24. 26. 28. 30. 32. 34. 36. (s + a ) s ( s + 3a ) (s + a ) 2 2 2 2 2 2 2 2 2as 2 s sin ( b ) + a cos ( b ) s2 + a2 a 2 s - a2 b s cos ( b ) - a sin ( b ) s2 + a2 s 2 s - a2 s-a (s - a) 2 + b2 -b n +1 2 (s - a) 2 + b2 - b2 b s-a (s - a) 2 (s - a) 2 n! (s - a) 1 æsö Fç ÷ c ècø e - cs e - cs L { g ( t + c )} uc ( t ) f ( t - c ) ect f ( t ) 1 f (t ) t e - cs s - cs e F (s) F ( s - c) ¥ s d (t - c ) Dirac Delta Function uc ( t ) g ( t ) t t n f ( t ) , n = 1, 2,3,K ( -1) T 0 n F ( n) ( s ) ò F ( u )...

Words: 594 - Pages: 3

Free Essay

Laplace

... March 2008, 1{22 RESEARCH ARTICLE Laplace transform approach to the rigorous upscaling of the in¯nite adsorption rate reactive °ow under dominant Peclet number through a pore z Catherine Choquet a and Andro Mikeli¶c b ¤ aUniversit¶e P. C¶ezanne, LATP UMR 6632, Facult¶e des Sciences et Techniques de Saint-J¶er^ome, 13397 Marseille Cedex 20, FRANCE bUniversit¶e de Lyon, Lyon, F-69003, FRANCE; Universit¶e Lyon 1, Institut Camille Jordan, UFR Math¶ematiques, Site de Gerland, B^at. A, 50, avenue Tony Garnier 69367 Lyon Cedex 07, FRANCE (submitted on March 31, 2008) In this paper we undertake a rigorous derivation of the upscaled model for reactive °ow through a narrow and long two-dimensional pore. The transported and di®used solute par- ticles undergo the in¯nite adsorption rate reactions at the lateral tube boundary. At the inlet boundary we suppose Danckwerts' boundary conditions. The transport and reaction pa- rameters are such that we have dominant Peclet number. Our analysis uses the anisotropic singular perturbation technique, the small characteristic parameter " being the ratio between the thickness and the longitudinal observation length. Our goal is to obtain error estimates for the approximation of the physical solution by the upscaled one. They are presented in the energy norm. They give the approximation error as a power of " and guarantee the validity of the upscaled model. We use the Laplace transform in time to get better estimates than ...

Words: 9103 - Pages: 37

Free Essay

Hedgwigs Theme

...Patrick Hesser Creative Essay: Listening to Film Due: Wednesday, 10/15 Harry Potter: Hedwig’s Theme and it transforms through different scenes The arrival of Harry as a baby: The Theme first starts out slowly and has a sort of ominous drone in the background with what sounds to me as a keyboard or piano playing over-top of that deep ominous drone with sweeping wind instruments. The theme of the music at the very beginning seems to imply a mysterious feeling. The violin plays a fast melody at times with the keyboard sound followed by an orchestra growing louder and louder before coming to an abrupt stop. Gives me the overwhelming sense that many mysteries are to come. Letters from Hogwarts: The keyboard/piano is now playing the same music from Harry as a baby, but much louder and happier as though it is now in major as opposed to minor from the previous scene. The way that this leitmotiv is transformed clearly displays how getting his letters from Hogwarts is a tremendous turning point in the story line. The Journey to Hogwarts: The theme now changes with the most notable difference being a very fast riff in the background displaying the hurrying of the adventure of Harry on his first journey to Hogwarts, with the main theme from the keyboard. Then the music starts transforming with a short break from the main theme with a low sound of horn instruments and a violin, giving me the feeling a change is to come. It transformed into an orchestra of voices in an eerie...

Words: 552 - Pages: 3

Premium Essay

Uasdnoasd

...the huge change from Lahore to New York; the enviable head start in his career is a treasured dream come true, and he doesn’t spare anything in making the most of the opportunity by becoming the most valuable resource for his employer, only to throw it all away as he embarks on a journey, which is as much about self-realization as it is about self-destruction. To begin with, for Changez, the journey from Pakistan to Princeton was “a dream come true.” (Pg. 3) He thrives on the energy of New York, and is proud to be a ‘New Yorker’, although he is critical of America’s nostalgia and sense of importance. His life is full of possibilities not the least of which is the possibility of achieving status, “Underwood Samson had the potential to transform my life as surely as it had transformed him, making my concerns about money and status things of the distant past.” (Pg. 16) On a pleasant day in Lahore, a bearded “lover of America” (pg.1.) reveals to a fearful American stranger his love affair and eventual break-up with the so-called land of opportunities, where he undergoes a transformation from a willing liberal to a reluctant fundamentalist. It is also a tale of unrequited cross-cultural love. Changez finds a good friend in the beautiful, privileged, enigmatic Erica, also a graduate of Princeton, who ends up being at the heart of Changez’s longing for happiness, fulfilment and acceptance on...

Words: 323 - Pages: 2

Free Essay

Transformation

...STORY WATER A story is like water that you heat for your bath. It takes messages between the fire and your skin. It lets them meet, and it cleans you! Very few can sit down in the middle of the fire itself like a salamander or Abraham. We need intermediaries. A feeling of fullness comes, but usually it takes some bread to bring it. Beauty surrounds us, but usually we need to be walking in a garden to know it. The body itself is a screen to shield and partially reveal the light that’s blazing inside your presence. Water, stories, the body, all the things we do, are mediums that hide and show what’s hidden. Study them, and enjoy this being washed with a secret we sometimes know, and then not. -Jalal ad-Dīn Muhammad Rumi STORY WATER A story is like water that you heat for your bath. It takes messages between the fire and your skin. It lets them meet, and it cleans you! Very few can sit down in the middle of the fire itself like a salamander or Abraham. We need intermediaries. A feeling of fullness comes, but usually it takes some bread to bring it. Beauty surrounds us, but usually we need to be walking in a garden to know it. The body itself is a screen to shield and partially reveal the light that’s blazing inside your presence. Water, stories, the body, all the things we do, are mediums that hide and show what’s hidden. Study them, and enjoy this being washed with a secret we sometimes know, and then not. -Jalal ad-Dīn...

Words: 801 - Pages: 4

Free Essay

Hope and Forgiveness

...people who committed these atrocious acts can break the powerful hold the enemy has.  God modeled for us the ultimate act of forgiveness.  He sent His innocent Son to be tied up, ridiculed, abused, beaten, and brutally murdered; taking on the sins of the whole world.  In the last moments of His life, Jesus asked for forgiveness for the sins of those who were hurting him. Amazing!  But, He is God and we are human.  It takes the healing power of Christ in our lives to receive His forgiveness for us and to give ourselves the gift of forgiving those who hurt us.  What we cannot even imagine doing in our own power can be realized through the redeeming power of Christ who transforms our minds and our lives.  Christ wants to restore us.  He loves to take messed up, used up, damaged, and destroyed people and completely transform their lives.  We just have to be willing to let Him.  All we have to do is be willing and He does the rest.  Trust me; I know.  Have you ever read the story in the Bible about the maniac of Gadara? I am a living example of that transformation.  I don't know or have all of the answers but I do know that while there is still life, there is still hope.  I know too that the kinds of big hurts that some of us have experienced can be extremely difficult to overcome on our own.  We may need to be guided through the forgiveness process by someone who is skilled in how to do it.  When our car is broken down, we take it to a mechanic, right?  So, when we...

Words: 412 - Pages: 2

Free Essay

Returning to School at Age 49

...that everybody climbs hills and faces obstacles in their lives, I also believe that the success of those battles may well be based on the foundation upon which one walks - how firm and supportive it is. As I look back, I realize that the challenges I have faced, have enabled me to find a strong footing within a situation that was not altogether stable. As a young woman I grappled with fear, guilt, and anxiety, felt primarily as a result of my lack of education. Though I do have a few positive memories, they are unfortunately surrounded and superseded by the majority of my experiences. As a more mature woman I have taught myself to transform my paralyzing fears into a determined drive for success. With skills learned, my life and my feelings about myself improved immeasurably. Now, my drive for success is fueled by a need to transform my life into something more positive, a desire to continue its trajectory Most importantly, I have developed into a woman I am proud of -thoughtful, determined, compassionate, and forgiving. I know now that though my past downfalls have left an indelibly negative imprint on my life, they have also prompted positive ones. After many struggles, I'm now emotionally and mentally ready for new hills to climb. One of which I hope will be furthering and building my education needs and desires. I believe that with my now developed determination I will be able to successfully complete school and with my heightened sense of compassion I will be...

Words: 307 - Pages: 2

Free Essay

Mobile Internet Technology

...digital world of which we are truly part of breaking out of all the physical, geographical and geopolitical boundaries and making us all part of that One World that we all truly belong to. In the previous two decades, while Digital technology was going through its own Renaissance movement, a state has been only achieved now that various morphs of the Digital world can be truly seen and felt and we are experiencing it now everyday. Is this the Utopia we all have dreamt of? While the existence of the digital world has been felt in various forms to impact our day to day life in terms of providing us instance access to information, making a huge impact on our personal, business lives and on the economy as a whole- Will it ever be able to transform itself as a powerful platform or medium to influence and completely morph the socio-political structure that exists today which divides people on the basis of these fake and shallow physical boundaries based on country, geographic affiliations and country unions (EU). While it is important to record the fact that it did make a deep impact on the global economy in transforming it into an almost truly digital economy with no artificial boundaries between people; this...

Words: 460 - Pages: 2

Free Essay

The Taimer Versusthe Trainer

...The Tamer versus the Trainer Petruchio in The Taming of the Shrew and Henry Higgins in Pygmalion are similar characters but with very different methods. The periods in time in which these plays take place are determining factors in the behaviors of the characters involved. The Taming of the Shrew takes place in the Elizabethan Era at a time when men were considered to be superior to women. Pygmalion takes place in the Victorian Era where social roles were viewed natural and status was acquired among most of London’s society. These two characters in their periods of time can be perceived as humanitarians or professionals; but really they are both perfect examples of how pride and self centeredness can make a man take on the complicated task of taming or transforming a woman. A comparison of their differences will reveal their successes but with very dissimilar results. Petruchio is a quick witted wealthy bachelor with a disregard for social decorum in search for a rich wife to increase his fortune. He doesn’t care if a woman is ugly, old, or shrewish as long as she has money. He sets off to Padua to visit a friend and hears about Katherine Minola. Katherine has a reputation of having a temper and an acid tongue, in short she’s a shrew; but her father is rich. Petruchio despite Katherine’s reputation agrees to marry her because money is what makes him happy. Let the taming begin! In his taming efforts, he acts like a jerk on his wedding day and throughout...

Words: 840 - Pages: 4

Free Essay

Biomimicry

...Lovely Professional University, Punjab Course Code MTH251 Course Category Course Title FUNCTION OF COMPLEX VARIABLE AND TRANSFORM Courses with Numerical focus Course Planner 16423::Harsimran Kaur Lectures 3.0 Tutorials Practicals Credits 2.0 0.0 4.0 TextBooks Sr No T-1 Title Advanced Engineering Mathematics Reference Books Sr No R-1 R-2 Other Reading Sr No OR-1 Journals articles as Compulsary reading (specific articles, complete reference) Journals atricles as compulsory readings (specific articles, Complete reference) , Title Higher Engineering Mathematics Advanced Modern Engineering Mathematics Author Grewal, B. S. Glyn James Edition 40th 3rd Year 2007 2011 Publisher Name Khanna Publishers Pearson Author Jain R. K. and Iyenger S. R. K. Edition 3rd Year 2007 Publisher Name Narosa Relevant Websites Sr No RW-1 RW-2 (Web address) (only if relevant to the course) www2.latech.edu/~schroder/comp_var_videos.htm freescienceonline.blogspot.com/2010_04_01_archive.html Salient Features Topic videos available Complex Analysis Reference Material Available LTP week distribution: (LTP Weeks) Weeks before MTE Weeks After MTE Spill Over 7 6 2 Detailed Plan For Lectures Week Number Lecture Number Broad Topic(Sub Topic) Chapters/Sections of Text/reference books Other Readings, Lecture Description Relevant Websites, Audio Visual Aids, software and Virtual Labs Introduction Functions of a Complex Variable Learning Outcomes Pedagogical Tool Demonstration/ Case Study...

Words: 3054 - Pages: 13

Premium Essay

Asas

...Fields: Network graph, KCL, KVL, node and mesh analysis, transient response of dc and ac networks; sinusoidal steady-state analysis, resonance, basic filter concepts; ideal current and voltage sources. The venin's, Norton's and Superposition and Maximum Power Transfer theorems, two-port networks, three phase circuits; Gauss Theorem, electric field and potential due to point, line, plane and spherical charge distributions; Ampere's and Biot-Savart's laws; inductance; dielectrics; capacitance. Signals and Systems: Representation of continuous and discrete-time signals; shifting and scaling operations; linear, time-invariant and causal systems. Fourier series representation of continuous periodic signals; sampling theorem; Fourier, Laplace and Z transforms. Electrical Machines: Single phase transformer - equivalent circuit, phasor diagram, tests, regulation and efficiency; three phase transformers - connections, parallel operation; auto-transformer; energy conversion principles. DC machines - types, windings, generator characteristics, armature reaction and commutation, starting and speed control of motors; three phase induction motors - principles, types, performance characteristics, starting and speed control; single phase induction motors; synchronous machines - performance, regulation and parallel operation of generators, motor starting, characteristics and applications; servo and stepper motors. Power Systems: Basic power generation concepts; transmission line models and...

Words: 875 - Pages: 4