...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 )...
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...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...
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...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...
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...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...
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...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:...
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...------------------------------------------------- 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) ...
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...Laplace V.Briere New Jersey Supreme Court Appellate Division 404 NJ Super 585,962 A.2d 1139 (2009) Facts: Michael Laplace boarded his horses including his trained Quarter Horse named Park Me in First at Pierre Brier’s stable in New Jersey. Charlene Bridgwood also boarded her horse at the same stable. Twelve years earlier, Laplace boarded his horses at Bridgwood’s husband farm. While having the horses on the farm. Bridgwood would usually lunge including Laplace horses. In 2006, during a horse show in which Laplace and Briere took place. Bridgwood offered to help Briere shorthanded staff by taking care of lunging the horses. She was not an employee of Brier’s stable. Park Me in First collapsed with blood pumping from his nose and died during the exercise. Without performing a necropsy, the cause of death could not be determined. Brier and Bridgwood offered to pay for the necropsy; however Laplace had to give authorization before necropsy can be performed. Laplace gave his authorization after the horse’s remains has been already removed, therefore no necropsy was performed. He then filed a suit in the New Jersey state court against Briere favor. Laplace appealed. Issue: Was Bridgwood, not an employee of Briere, liable under the tort of conversion law for the horse’s death while exercising him, when was no proof of cause of death? Was Briere, the stable owner considered negligent in the proper care of the horse under the bailment agreement? Was Briere liable under the...
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...Serie de Fourier El análisis de Fourier fue introducido en 1822 en la “Théorie analyitique de la chaleur” para tratar la solución de problemas de valores en la frontera en la conducción del calor. Más de siglo y medio después las aplicaciones de esta teoría son muy bastas: Sistemas Lineales, Comunicaciones, Física moderna, Electrónica, Óptica y por supuesto, Redes Eléctricas entre muchas otras. Series de Fourier. 1 Funciones Periódicas Una Función Periódica f(t) cumple la siguiente propiedad para todo valor de t. f(t)=f(t+T) A la constante mínima para la cual se cumple lo anterior se le llama el periodo de la función Repitiendo la propiedad se puede obtener: Series de Fourier. f(t)=f(t+nT), donde n=0,1, 2, 3,... 2 Funciones Periódicas t t Ejemplo: ¿Cuál es el período de la función cos( 3 ) cos( 4 )? f(t) Solución.- Si f(t) es periódica se debe cumplir: t t f(t T) cos( t T ) cos( t T ) f(t) cos( 3 ) cos( 4 ) 3 4 Pero como se sabe cos(x+2kp)=cos(x) para cualquier entero k, entonces para que se cumpla la igualdad se requiere que T/3=2k1p, T/4=2k2p Es decir, T = 6k1p = 8k2p Donde k1 y k2 son enteros, El valor mínimo de T se obtiene con k1=4, k2=3, es decir,T=24p Series de Fourier. 3 Funciones Periódicas Gráfica de la función 3 2 1 t t f(t) cos( 3 ) cos( 4 ) T f(t)=cos(t/3)+cos(t/4) f(t) 0 -1 -2 24p -3 0 50 100 150 200 t Series de Fourier. 4 Funciones Periódicas Podríamos pensar que cualquier suma de funciones...
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...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...
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...Electrical and Electronics Principles Contents Question 1.2 3 Question 1.3 a) 3 Question1.3) b) 5 Question 1.4) 5 Question 3.2) i) 6 Question 3.2) ii) 9 Question 4.1) 10 Question 4.2 11 References 11 Question 1.2 E2=3V 18Ω 2Ω E1=8V E2=3V 18Ω 3Ω E1=8V 2Ω 18Ω 2Ω 3Ω 3Ω Using Superposition Theorem, 3V source is removed to calculate the contribution of the 8 V supply. Similarly, 8V source is removed to calculate currents due to 3V supply. a) Voltage across the 18 ohm resistor is 4.6872 volts and current across is 0.2604 amperes; b)Current in the 8V generator is 1.667 amperes; c) Current in the 3V generator is 0.656 amperes. (John, 2003) Question 1.3 a) Transformers are electrical devices that play a very vital and key role in electrical power distribution and transmission systems. They are static devices, that is, they do not have any moving components. Transformers utilize one of the most basic forces in nature, the electromagnetic force to convert alternating electrical energy of one power rating to another power rating, but do not change the frequency of the primary electrical energy. Voltage transformers are used to lower or raise the magnitude of the incoming voltage and accordingly current increases or decreases. Electromagnetic induction is used to perform this conversion, more specifically mutual induction. In a simple voltage transformer, two coils are present that have common magnetic flux in between...
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...definition of probability. His definition stated that, “The Probability of an Event is greater or less, according to the number of Chances by which it may either happen or fail.” De Moivre used his definition in solving problems, such as the dice problem of de Mere. Another concept discussed in this chapter is Statistical Inference. Statistical Inference is the process of drawing conclusions from data that are subject to random variation. Thomas Bayes and Pierre Laplace were the first to attempt a direct answer to the question of how to determine probability from observed frequencies. Bayes develop a theorem that states if X represents the number of times the event has happened in n trials, x the probability of its happening in a single trial, and r and s the two given probabilities, Baye’s aim was to calculate P(r<x<s|X), that is the probability that x is between r and s given X. Baye’s formula provided a start in answering the question of statistical inference. Further progress was made by Pierre Laplace using principles similar to those of...
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...Finite Element Method(FEM) for Two Dimensional Laplace Equation with Dirichlet Boundary Conditions April 9, 2007 1 Variational Formulation of the Laplace Equation The problem is to solve the Laplace equation rPu = 0 (1) in domain subject to Dirichlet boundary conditions on @ . We know from our study of the uniqueness of the solution of the Laplace equation that nding the solution is equivalent to nding u that minimizes 1 Z jjrujjPd W= (2) 2 subject to the same boundary conditions. Here the dierential d denotes the volume dierential and stands for dxdy for a plane region. W has interpretations such as stored energy or dissipated power in various problems. 2 Meshing First we approximate the boundary of by polygons. Then can be divided into small triangles called triangular elements. There is a great deal of exibility in this division process. The term meshing is used for this division. For the resulting FEM matrices to be well-conditioned it is important that the triangles produced by meshing should not have angles which are too small. At the end of the meshing process the following quantities are created. Nv : number of vertices or nodes. Nv ¢ 2 array of real numbers holding the x and y coordinates of the vertices. Ne: number of triangular elements. 1 Ne ¢ 3 array of integers holding the vertices of the triangular elements. Nvf : Number of vertices on which the u values are not...
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...TABLE OF COMMON LAPLACE TRANSFORMS Time Function f (t ) Unit Impulse δ (t ) Delayed Impulse δ (t − T ) Unit Step Unit Ramp Polynomial Exponential Sine Sin Sinh Cosine Cosine Cosh Damped sine t≥0 Laplace Transform F (s) 1 u (t ) t tn e − at sin ωt sin(ωt + φ ) sinh ωt cosωt cos(ωt + φ ) cosh ωt e − at sin ωt Damped cosine e − at cos ωt 1 t n−1e −at n = 1,2,3,... (n − 1)! 1 (e −at - e −bt ) (b − a ) 1 (ae − at -be −bt ) (a − b) 1 [( z − a )e − at -( z − b)e −bt ] (b − a) e − at e −bt e − ct + + (b − a)(c − a ) (c − b)( a − b) (a − c)(b − c) ( z − a )e − at ( z − b)e − bt ( z − c)e − ct + + (b − a)(c − a ) (c − b)( a − b) (a − c)(b − c) 1 −at e sin(ωt ) ω e −Ts 1 s 1 s2 n! s n +1 1 s+a ω 2 s +ω2 s sin φ + ω cos φ s2 +ω 2 ω 2 s −ω 2 s 2 s +ω2 s cos φ − ω sin φ s2 +ω 2 s 2 s −ω 2 ω ( s + a) 2 + ω 2 s+a ( s + a) 2 + ω 2 1 (s + a) n 1 ( s + a )( s + b) s ( s + a )( s + b) s+z ( s + a )( s + b) 1 ( s + a )( s + b)( s + c) s+z ( s + a )( s + b)( s + c) 1 (s + a) 2 + ω 2 1 b2 b − at 1 + ω e sin(ωt − φ ) ω φ = tan −1 a 1 s[( s + a ) 2 + ω 2 ] b = a2 + ω 2 a2 +ω 2 ω2 1/ 2 ( ) 1/ 2 sin(ωt + φ ) s+a s +ω 2 2 ω φ = tan −1 a ω n −ζω nt e sin (aω n t ) a a2 +ζ 2 = 1 1 −ζω nt 1− e sin (aω n t + φ ) a a2 +ζ 2 = 1 ζ = cos φ 2 ωn ,...
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...incompressible, inviscid and irrotational flow. There is a vector identity (prove it for yourself!) that states for any scalar, " , " # "$ = 0 By definition, for irrotational flow, Therefore ! ! r " #V = 0 ! r V = "# where ! = ! ( x, y, z , t ) is the velocity potential function. Such that the components of velocity in Cartesian coordinates, as functions of space and time, are ! u= "! "! "! , v= and w = dy dx dz (4.1) version 1.0 updated 9/22/2005 -1- ©2005 A. Techet 2.016 Hydrodynamics Reading #4 Laplace Equation The velocity must still satisfy the conservation of mass equation. We can substitute in the relationship between potential and velocity and arrive at the Laplace Equation, which we will revisit in our discussion on linear waves. !u + !v + !w = 0 !x !y !z (4.2) " 2! " 2! " 2! + + =0 "x 2 "y 2 "z 2 LaplaceEquation " # 2! = 0 (4.3) For your reference given below is the Laplace equation in different coordinate systems: Cartesian, cylindrical and spherical. Cartesian...
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...NBER WORKING PAPER SERIES THE GRAVITY EQUATION IN INTERNATIONAL TRADE: AN EXPLANATION Thomas Chaney Working Paper 19285 http://www.nber.org/papers/w19285 NATIONAL BUREAU OF ECONOMIC RESEARCH 1050 Massachusetts Avenue Cambridge, MA 02138 August 2013 I want to thank Fernando Alvarez, Michal Fabinger, Xavier Gabaix, Sam Kortum, Bob Lucas, Jim Tybout, Jon Vogel and seminar participants in Berkeley, Bilkent, Bocconi, Boston University, Chicago, Erasmus, Hitotsubashi, LBS, Louvain-CORE, LSE, the NY Fed, Oxford, Princeton, Rochester, Sciences Po, Toulouse, UBC Vancouver, Yale and Zurich for helpful discussions, and NSF grant SES-1061622 for financial support. I am indebted to Jong Hyun Chung, Stefano Mosso and Adriaan Ten Kate for their research assistance. During the last year, I have received compensation for teaching activities from the Toulouse School of Economics, as well a research grant from the National Science Foundation (SES-1061622), in excess of $10,000. The views expressed herein are those of the author and do not necessarily reflect the views of the National Bureau of Economic Research. NBER working papers are circulated for discussion and comment purposes. They have not been peerreviewed or been subject to the review by the NBER Board of Directors that accompanies official NBER publications. © 2013 by Thomas Chaney. All rights reserved. Short sections of text, not to exceed two paragraphs, may be quoted without explicit permission provided that full credit...
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