Presentation is loading. Please wait.

Presentation is loading. Please wait.

ME375 Handouts - Fall 2002 MESB 374 System Modeling and Analysis Laplace Transform and Its Applications.

Similar presentations


Presentation on theme: "ME375 Handouts - Fall 2002 MESB 374 System Modeling and Analysis Laplace Transform and Its Applications."— Presentation transcript:

1 ME375 Handouts - Fall 2002 MESB System Modeling and Analysis Laplace Transform and Its Applications

2 Laplace Transform Motivation Laplace Transform
ME375 Handouts - Fall 2002 Laplace Transform Motivation Laplace Transform Review of Complex Numbers Definition Time Domain vs s-Domain Important Properties Inverse Laplace Transform Solving ODEs with Laplace Transform

3 Motivation Time domain Time domain model solution
ME375 Handouts - Fall 2002 Motivation Time domain model Time domain solution Classic calculus techniques Integration & Convolution Frequency domain model Frequency domain solution Algebraic techniques A quick way to solve for the solution of a linear-time-invariant (LTI) ODE for various inputs with either zero or non-zero ICs

4 Review of Complex Numbers
ME375 Handouts - Fall 2002 Review of Complex Numbers Common Forms of a Complex Number: Coordinate Form: Phasor (Euler) Form: Moving Between Representations Phasor (Euler) Form ® Coordinate Form Coordinate Form ® Phasor (Euler) Form Real Img. z x A y e j = + cos sin f

5 Definition of Laplace Transform
ME375 Handouts - Fall 2002 Definition of Laplace Transform Laplace Transform One Sided Laplace Transform where s is a complex variable that can be represented by s=s +jw f (t) is a function of time that equals to 0 when t < 0. Inverse Laplace Transform A function of complex variable s A function of time t A function of time t A function of complex variable s

6 Laplace Transforms of Common Functions
ME375 Handouts - Fall 2002 Laplace Transforms of Common Functions Some simple examples Steps Exponentials Ramps Trigonometric Impulses y t y Unit Step Unit Ramp t y t Exponential

7 Laplace Transforms of Common Functions
ME375 Handouts - Fall 2002 Laplace Transforms of Common Functions t y Trigonometric t y Unit Impulse

8 Important Properties Differentiation Linearity Given Given
a and b are arbitrary constants, then Q: If u(t) = u1(t) + 4 u2(t) what is the Laplace transform of u(t) ? Differentiation Given The Laplace transform of the derivative of f (t) is: For zero initial condition:

9 Important Properties Integration
Given The Laplace transform of the definite integral of f (t) is: Conclusion: Q : Given that the Laplace transforms of a unit step function u(t) = 1 and f(t) = sin(2t) are What is the Laplace transform of

10 Obtaining Time Information from Frequency Domain
ME375 Handouts - Fall 2002 Obtaining Time Information from Frequency Domain Initial Value Theorem Ex: Final Value Theorem y t Note: FVT applies only when f (∞) exists ! y t

11 Inverse Laplace Transform
ME375 Handouts - Fall 2002 Inverse Laplace Transform Given an s-domain function F(s), the inverse Laplace transform is used to obtain the corresponding time domain function f (t). Procedure: Write F(s) as a rational function of s. Use long division to write F(s) as the sum of a strictly proper rational function and a quotient part. Use Partial-Fraction Expansion (PFE) to break up the strictly proper rational function as a series of components, whose inverse Laplace transforms are known. Apply inverse Laplace transform to individual components. Read the slide to emphasize the procedure. Do not forget the linearity

12 One Example Find inverse Laplace transform of Residual Formula
ME375 Handouts - Fall 2002 One Example Find inverse Laplace transform of Residual Formula Conjugate Complex pole results in vibration.

13 Use Laplace Transform to Solve ODEs
ME375 Handouts - Fall 2002 Use Laplace Transform to Solve ODEs Differential Equations (ODEs) + Initial Conditions (ICs) (Time Domain) Solve ODE y(t): Solution in Time Domain L [ · ] L -1 [ · ] Solve Algebraic Equation Algebraic Equations ( s-domain ) Y(s): Solution in Laplace Domain

14 Examples Q: Use LT to solve the free response of a 1st Order System.
ME375 Handouts - Fall 2002 Examples Q: Use LT to solve the free response of a 1st Order System. Q: Use LT to find the step response of a 1st Order System. Zero input response Zero initial condition response Combination of them Q: What is the step response when the initial condition is not zero, say y(0) = 5.

15 Use LT and ILT to Solve for Responses
ME375 Handouts - Fall 2002 Use LT and ILT to Solve for Responses Find the free response of a 2nd order system with two distinct real characteristic roots: Dominant pole

16 Use LT and ILT to Solve for Responses
ME375 Handouts - Fall 2002 Use LT and ILT to Solve for Responses Find the free response of a 2nd order system with two identical real characteristic roots:

17 Use LT and ILT to Solve for Responses
ME375 Handouts - Fall 2002 Use LT and ILT to Solve for Responses Find the free response of a 2nd order system with complex characteristic roots: Conjugate complex poles result in vibration

18 Use LT and ILT to Solve for Responses
ME375 Handouts - Fall 2002 Use LT and ILT to Solve for Responses Find the unit step response of a 2nd order system: 2nd system Zero initial condition response. Forced response


Download ppt "ME375 Handouts - Fall 2002 MESB 374 System Modeling and Analysis Laplace Transform and Its Applications."

Similar presentations


Ads by Google