Int’l Workshop on SDE TT

Slides:



Advertisements
Similar presentations
ECE 8443 – Pattern Recognition EE 3512 – Signals: Continuous and Discrete Objectives: Response to a Sinusoidal Input Frequency Analysis of an RC Circuit.
Advertisements

Lecture 7: Basis Functions & Fourier Series
AMI 4622 Digital Signal Processing
Chapter 7 Laplace Transforms. Applications of Laplace Transform notes Easier than solving differential equations –Used to describe system behavior –We.
Laplace Transforms Important analytical method for solving linear ordinary differential equations. - Application to nonlinear ODEs? Must linearize first.
Ch 6.1: Definition of Laplace Transform Many practical engineering problems involve mechanical or electrical systems acted upon by discontinuous or impulsive.
Laplace Transform Melissa Meagher Meagan Pitluck Nathan Cutler Matt Abernethy Thomas Noel Scott Drotar.
Lecture 14: Laplace Transform Properties
Chapter 3 1 Laplace Transforms 1. Standard notation in dynamics and control (shorthand notation) 2. Converts mathematics to algebraic operations 3. Advantageous.
Differential Equations
Chapter 3: The Laplace Transform
9.6 Other Heat Conduction Problems
1 Consider a given function F(s), is it possible to find a function f(t) defined on [0,  ), such that If this is possible, we say f(t) is the inverse.
1 Chapter 8 Ordinary differential equation Mathematical methods in the physical sciences 3rd edition Mary L. Boas Lecture 5 Introduction of ODE.
Fundamentals of Electric Circuits Chapter 17
CISE315 SaS, L171/16 Lecture 8: Basis Functions & Fourier Series 3. Basis functions: Concept of basis function. Fourier series representation of time functions.
Laplace Transforms 1. Standard notation in dynamics and control (shorthand notation) 2. Converts mathematics to algebraic operations 3. Advantageous for.
Laplace Transforms 1. Standard notation in dynamics and control (shorthand notation) 2. Converts mathematics to algebraic operations 3. Advantageous for.
Prepared by Mrs. Azduwin Binti Khasri
Fourier Series. Introduction Decompose a periodic input signal into primitive periodic components. A periodic sequence T2T3T t f(t)f(t)
Course Outline (Tentative) Fundamental Concepts of Signals and Systems Signals Systems Linear Time-Invariant (LTI) Systems Convolution integral and sum.
Lecture 15 Solving the time dependent Schrödinger equation
Chapter 2. Signals and Linear Systems
Motivation Thus far we have dealt primarily with the input/output characteristics of linear systems. State variable, or state space, representations describe.
Introduction to PDE classification Numerical Methods for PDEs Spring 2007 Jim E. Jones References: Partial Differential Equations of Applied Mathematics,
ME375 Handouts - Fall 2002 MESB 374 System Modeling and Analysis Laplace Transform and Its Applications.
ES97H Biomedical Signal Processing
Chapter 7 The Laplace Transform
Motivation for the Laplace Transform
Boundary-Value Problems in Rectangular Coordinates
Boyce/DiPrima 9 th ed, Ch 6.1: Definition of Laplace Transform Elementary Differential Equations and Boundary Value Problems, 9 th edition, by William.
Solving Partial Differential Equation Numerically Pertemuan 13 Matakuliah: S0262-Analisis Numerik Tahun: 2010.
Ch. 12 Partial Differential Equations
Math for CS Fourier Transforms
case study on Laplace transform
Lecture 7: Basis Functions & Fourier Series
Mathematical Models of Control Systems
Digital and Non-Linear Control
Lecture 18 3D Cartesian Systems
Laplace Transforms Chapter 3 Standard notation in dynamics and control
Boundary-Value Problems in Rectangular Coordinates
Review of DSP.
Boyce/DiPrima 9th ed, Ch 10.8 Appendix A: Derivation of the Heat Conduction Equation Elementary Differential Equations and Boundary Value Problems, 9th.
Advanced Engineering Mathematics 6th Edition, Concise Edition
Transfer Functions.
Boyce/DiPrima 10th ed, Ch 6.1: Definition of Laplace Transform Elementary Differential Equations and Boundary Value Problems, 10th edition, by William.
Control Systems With Embedded Implementation (CSEI)
Mathematical Models of Physical Systems
Signal Processing First
Mathematical Modeling of Control Systems
Complex Frequency and Laplace Transform
LAPLACE TRANSFORMS PART-A UNIT-V.
Description and Analysis of Systems
Mathematical Descriptions of Systems
UNIT II Analysis of Continuous Time signal
Signal and Systems Chapter 9: Laplace Transform
ME/AE 339 Computational Fluid Dynamics K. M. Isaac Topic2_PDE
Research Methods in Acoustics Lecture 9: Laplace Transform and z-Transform Jonas Braasch.
Digital Control Systems Waseem Gulsher
Fundamentals of Electric Circuits Chapter 15
Ch 6.1: Definition of Laplace Transform
CHAPTER-6 Z-TRANSFORM.
Laplace Transforms Lecture-11 Additional chapters of mathematics
Second Order-Partial Differential Equations
Signals and Systems Lecture 2
Mathematical Models of Control Systems
CHAPTER 4 Laplace Transform. EMT Signal Analysis.
Review of DSP.
Laplace Transforms Important analytical method for solving linear ordinary differential equations. - Application to nonlinear ODEs? Must linearize first.
Laplace Transforms Important analytical method for solving linear ordinary differential equations. - Application to nonlinear ODEs? Must linearize first.
Presentation transcript:

Int’l Workshop on SDE TT COMSTECH, Islamabad, Pakistan Jan. 30 – Feb. 1, 2014 Solution of Some Physical PDE by LT Jamal Salah Assistant Professor of Mathematics A’Sharqiya University Ibra, Oman

But he failed to invert transformation DE started in 1675 by Newton and Bernoulli J. Petzval (Geometrical optics) accredited LT!! But he failed to invert transformation Euler and Lagrange in 1744 considered similar transformation Laplace in 1785 succeeded to invert it → LT

How to construct the DE? Why do we need DE's? To describe a physical quantity of a system. How it evolves with time. How it varies with position. How to construct the DE? By using physical concepts, laws, or assumptions. Conservation laws play a role in the construction.

Behavior of a physical quantity Apply Concepts & Laws System Get DE Solve it to get Behavior of a physical quantity

Solving PDEs by Laplace Transform (LT) is Powerful technique. Converts DE to algebraic equation. Can handle discontinuous functions. Can be applied where separation of variables is ineffective.

Types of PDEs in Mathematical Physics are Elliptic – Potential – FT Parabolic – Heat diffusion – LT & FT Hyperbolic – Wave Eqn. – LT & FT They are covered by field equations with Initial and boundary conditions.

Physical Background Linear Time-Invariant theory (LTI theory) LTI comes in applied mathematics with applications in NMR spectroscopy, seismology, circuits, signal processing & control theory … etc. Linearity of LTI:

Time Invariance Output does not depend on the particular time the input is applied If input at t is has output then at T seconds later For LTI systems: output is the convolution

is response when transfer function F(s) H(s) Y(s)=H(s) F(s) f(t) h(t) y(t)=f(t) *h(t) impulse response .

Motivation of LT is for Linear Time-invariant Systems Excitation Response convolution Thus Eigen function Laplace Transform

Def. of LT S is a complex number Connection of LT to Fourier transform FT: LT is generalization to FT: FT :

Thus LT is FT of modified version of This means that (2) When LT =FT Convergence: Because of Eq. (2); LT converges faster than FT LT may converge when FT does not

Relation of LT to z-transform For discrete-time input systems, we need z-transform defined as For continuous-time systems: let

Now allow To get Thus

By Def. LT is the expectation value of an exponential Thus Relation to moments: Moments of a function are defined as: We will show that moments of a function are the expansion coefficients of its LT.

Using the definition of LT We have

Therefore Our result is Example from Electrostatics: A uniform charged rod of length L and charge Q on x-axis between a and b:

Charge in terms of step function Model: linear charge density is Using LT Expanding

The zero moment: This gives which is the just Q 1st moment: Electric dipole moment

Time delay Let

LT advantage over S of V Consider the DE With IC : and Separation of variables gives This solution does not satisfy the IC Using LT: Apply L to Eq. 3 and use

We get Which gives Whose solution is Applying L to IC Thus:

Step function resolves earlier difficulties with boundary conditions Inverse LT: Step function Step function resolves earlier difficulties with boundary conditions

Waggling semi-infinite string We consider elastic string initially at rest and whose left end is moved sinusoidally. and

Wave equation Initial conditions and Take LT w/r to t of wave equation 2st & 3nd terms are zeros whose solution is

Solution B.C:

Second shifting theorem Gives With and Our solution is

That is Our solution demonstrates that no effect can reach the pint x in a time less than x/c. We may call the quantity

Heat equation by LT A semi-infinite bar held at constant temperature . Then the end x=0 is held at zero temperature. Heat absorption = Heat flux or flow

Initial and boundary conditions Are given by Apply LT to DE This is Inhomogeneous DE

Solution diverges as Therefore; By

Physical analysis .At all times

Harmonic Oscillator Potential in N Dimensions Via Laplace Transform LT is used to reduce the N-dimensional Schrödinger equation into first order DE. The radial part of S. Eq. is: Harmonic Potential

Define If we let get Setting

Yields Apply LT with Which is first order DE

Letting - Solution is Using inverse Laplace transform, the radial solution can be written as

In terms of Laguerre polynomials and normalizing get

Finite solution requirement and Using