SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS

Slides:



Advertisements
Similar presentations
1 Eng. Mohamed El-Taher Eng. Ahmed Ibrahim. 2 1.FUNCTION SUMMARY polyfun  Polynomial functions are located in the MATLAB polyfun directory. For a complete.
Advertisements

H(s) x(t)y(t) 8.b Laplace Transform: Y(s)=X(s) H(s) The Laplace transform can be used in the solution of ordinary linear differential equations. Let’s.
Math Review with Matlab: Application: Solving Differential Equations
SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS Example: Mathematical model of a mechanical system is defined as a system of differential equations as follows:
example: four masses on springs
Laplace Transforms Important analytical method for solving linear ordinary differential equations. - Application to nonlinear ODEs? Must linearize first.
Matlab Matlab is a powerful mathematical tool and this tutorial is intended to be an introduction to some of the functions that you might find useful.
Laplace Transforms 1. Standard notation in dynamics and control (shorthand notation) 2. Converts mathematics to algebraic operations 3. Advantageous for.
Lecture 14: Laplace Transform Properties
1 Lavi Shpigelman, Dynamic Systems and control – – Linear Time Invariant systems  definitions,  Laplace transform,  solutions,  stability.
1 Lavi Shpigelman, Dynamic Systems and control – – Linear Time Invariant systems  definitions,  Laplace transform,  solutions,  stability.
SYSTEM OF DIFFERENTIAL EQUATIONS f(t) : Input u(t) and v(t) : Outputs to be found System of constant coefficient differential equations with two unknowns.
5.7 Impulse Functions In some applications, it is necessary to deal with phenomena of an impulsive nature—for example, voltages or forces of large magnitude.
EXAMPLES: Example 1: Consider the system Calculate the equilibrium points for the system. Plot the phase portrait of the system. Solution: The equilibrium.
CHAPTER III LAPLACE TRANSFORM
Autumn 2008 EEE8013 Revision lecture 1 Ordinary Differential Equations.
1 Chapter 8 Ordinary differential equation Mathematical methods in the physical sciences 3rd edition Mary L. Boas Lecture 5 Introduction of ODE.
1 On Free Mechanical Vibrations As derived in section 4.1( following Newton’s 2nd law of motion and the Hooke’s law), the D.E. for the mass-spring oscillator.
Linear Differential Equations with Constant Coefficients: Example: f(t): Input u(t): Output (response) Characteristic Equation: Homogenous solution f(t)=0.
MATLAB Basics. The following screen will appear when you start up Matlab. All of the commands that will be discussed should be typed at the >> prompt.
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
1 Lecture #1 EGR 272 – Circuit Theory II Reading Assignment: Chapter 8 in Electric Circuits, 6th Edition by Nilsson Welcome to EGR 272 Circuit Theory II.
Mathematical Models and Block Diagrams of Systems Regulation And Control Engineering.
Examples: Write the transfer function of the electrical circuit including Op-Amp (Operational Amplifier). Write the Matlab program to calculate the eigenvalues.
SYSTEM OF DIFFERENTIAL EQUATIONS f(t) : Input u(t) and v(t) : Outputs to be found System of constant coefficient differential equations with two unknowns.
11/15/2006 Ch 7 System Consideration- Paul Lin 1 ECET 307 Analog Networks Signal Processing Ch 7 System Considerations 2 of 3 Fall 2006
Professor Walter W. Olson Department of Mechanical, Industrial and Manufacturing Engineering University of Toledo System Solutions y(t) t +++++… 11 22.
Motivation Thus far we have dealt primarily with the input/output characteristics of linear systems. State variable, or state space, representations describe.
MESB374 Chapter8 System Modeling and Analysis Time domain Analysis Transfer Function Analysis.
Professor Walter W. Olson Department of Mechanical, Industrial and Manufacturing Engineering University of Toledo Linear Systems m k u x m k u x Fixed.
Chapter 7 The Laplace Transform
, Free vibration Eigenvalue equation EIGENVALUE EQUATION
Lecture 3 Ordinary Differential equations Purpose of lecture: Solve 1 st order ODE by substitution and separation Solve 2 nd order homogeneous ODE Derive.
DIFFERENTIAL EQUATIONS Note: Differential equations are equations containing a derivative. They can be solved by integration to obtain a general solution.
The formulae for the roots of a 3rd degree polynomial are given below
State Equations BIOE Processes A process transforms input to output States are variables internal to the process that determine how this transformation.
State Space Models The state space model represents a physical system as n first order differential equations. This form is better suited for computer.
Exercise 1 Suppose we have a simple mass, spring, and damper problem. Find The modeling equation of this system (F input, x output). The transfer function.
Analogue and digital techniques in closed loop regulation applications
H(s) 8.b Laplace Transform:
Linear homogeneous ODEn with constant coefficients
MESB374 System Modeling and Analysis Transfer Function Analysis
Modeling and Simulation Dr. Mohammad Kilani
CHAPTER III LAPLACE TRANSFORM
© Dr. Elmer P. Dadios - DLSU Fellow & Professor
Teknik kendali.
The formulae for the roots of a 3rd degree polynomial are given below
(x(t) depends on the initial conditions)
Mathematical Modeling of Control Systems
Systems of Ordinary Differential Equations Case I: real eigenvalues of multiplicity 1 MAT 275.
Equations of Motion: Kinetic energy: Potential energy: Sin≈
ME375 Handouts - Fall 2002 MESB374 Chapter8 System Modeling and Analysis Time domain Analysis Transfer Function Analysis.
Equations of Motion: Kinetic energy: Potential energy: Sin≈
Example: Obtain the equation of motion of the mechanical system given below. Write the form of the output θ(t) in case of free vibration and determine.
(x(t) depends on the initial conditions)
(x(t) depends on the initial conditions)
SYSTEM OF DIFFERENTIAL EQUATIONS
Equations of Motion: Kinetic energy: Potential energy: Sin≈
SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS
Equivalent State Equations
HOMEWORK 08B Impulse, step response Problem 1: Problem 2: Problem 3:
8. Solution of Linear Differential Equations: f(t): Input,
Linear Differential Equations with Constant Coefficients:
8. Solution of Linear Differential Equations: f(t): Input,
8. Solution of Linear Differential Equations: f(t): Input,
INTRODUCTION TO CONTROL SYSTEMS
SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS
SYSTEM OF DIFFERENTIAL EQUATIONS
(x(t) depends on the initial conditions)
Presentation transcript:

SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS Example: Write the equation of motion of the mechanical system given below in the State Variables Form. Force applied on the system is F(t)=100 u(t) (a step input having magnitude 100 Newtons) and at t=0 x0=0.05 m and dx/dt=0. Find x(t) and v(t). State variables are x and v=dx/dt . m=20 kg c=40 Ns/m k=5000 N/m Matlab program to obtain eigenvalues: >>a=[0 1;-250 -2];eig(a)

Solution due to the initial conditions SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS Applying Laplace transform and arranging, Solution due to the initial conditions Solution due to the input

SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS clc;clear; syms s; A=[0 1;-250 -2]; i1=eye(2); %identity matrix with dimension 2x2 siA=s*i1-A; x0=[0.05;0]; %Initial conditions B=[0;0.05]; Fs=100/s; X=inv(siA)*x0+inv(siA)*B*Fs; pretty(X) For x(t) ; clc;clear; num=[0.05 0.1 5]; den=[1 2 250 0]; [r,p,k]=residue(num,den)

SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS Steady-state value (Final value) Initial value, x0

SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS For v(t) clc;clear; num=[-7.5]; den=[1 2 250]; [r,p,k]=residue(num,den)

SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS Example: Mathematical model of a mechanical system is defined as a system of differential equations as follows: where f is input, x1 are x2 outputs. At t=0 x1=2 and x2=-1. Find the eigenvalues of the system. If f is a step input having magnitude of 3, find x1(t). If f is a step input having magnitude of 3, find x2(t). Find the response of x1 due to the initial conditions. Find the response of x2 due to the initial conditions. How do you obtain [sI-A]-1 with MATLAB?

SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS Let us obtain the State Variables Form so as to 1st order derivative terms are left-hand side and non-derivative terms are on the right-hand side. State Variables Form A B D(s)

SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS a) Eigenvalues are roots of the polynomial D(s) or eigenvalues of the matrix A. or General Solution Solution due to the initial conditions Homogeneous Solution Solution due to the input Particular Solution Initial Conditions b) x1(t) due to the forcing clc;clear; num=[4.5 67.5]; den=[1 15 -280 0]; [r,p,k]=residue(num,den)

SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS System is unstable because of the positive root. c) x2(t) due to input clc;clear; num=[6 174]; den=[1 15 -280 0]; [r,p,k]=residue(num,den) Laplace transform of x2p

SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS d) x1 due to the initial conditions. clc;clear; num=[2 -25]; den=[1 15 -280]; [r,p,k]=residue(num,den) e) x2 due to the initial conditions clc;clear; num=[-1 4]; den=[1 15 -280]; [r,p,k]= residue(num,den) f) [sI-A]-1 with Matlab. clc;clear; syms s; i1=eye(2) A=[-20 15;12 5]; a1=inv(s*i1-A) pretty(a1)

SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS Example: Mathematical model of a system is given below. Where V(t) is input, q1(t) and q2(t) are outputs. Write the equations in the form of state variables. Write Matlab code to obtain eigenvalues of the system. Write Matlab code to obtain matrix [sI-A]-1. Results of (b) and (c) which are obtained by computer are as follows: 2 t (s) V2(t) At t=0 and V(t) is a step input having magnitude of 2. Find the Laplace transform of due to the initial conditions. e) Find the Laplace transform of q1 due to the input.

SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS a) State variables are q1, q2 and . System of differential equations is arranged so as to 1st order derivative terms are left-hand side and non-derivative terms are on the right-hand side. A B State variables b) Matlab code which gives the eigenvalues of the system. A=[-1.5 1.5 0;0 0 1;3.75 -3.75 0]; eig(A) c) Matlab code which produces [sI-A]-1 clc;clear A=[-1.5 1.5 0;0 0 1;3.75 -3.75 0]; syms s; i1=eye(3); sia=inv(s*i1-A); pretty(sia)

SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS

SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS Example: Mathematical model of a mechanical system having two degrees of freedom is given below. If F(t) is a step input having magnitude 50 Newtons, find the Laplace transforms of x and θ. R=0.2 m m=10 kg k=2000 N/m c=20 Ns/m State variables

SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS clc;clear A=[0 0 1 0;0 0 0 1;-400 80 0 0;2000 -600 0 -2]; syms s; eig(A) i1=eye(4); sia=inv(s*i1-A); pretty(sia) If the initial conditions are zero, only the solution due to the input exists. Eigenvalues: System is stable since real parts of all eigenvalues are negative.

SYSTEM OF ORDINARY DIFFERENTIAL EQUATIONS