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LAPLACE TRANSFORMS

LAPLACE TRANSFORMS. Prepared by Mrs. Azduwin Binti Khasri. LAPLACE TRANSFORMS. A mathematical tool. Important analytical method for solving LINEAR ORDINARY DIFFERENTIAL EQUATIONS. Application to nonlinear ODEs? Must linearize first. Transform ODEs to algebraic equation.

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LAPLACE TRANSFORMS

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  1. LAPLACE TRANSFORMS Prepared by Mrs. AzduwinBintiKhasri

  2. LAPLACE TRANSFORMS • A mathematical tool. • Important analytical method for solving LINEAR ORDINARY DIFFERENTIAL EQUATIONS. • Application to nonlinear ODEs? Must linearize first. • Transform ODEs to algebraic equation. • Laplace transforms play a key role in important process control concepts and techniques. • Examples: Transfer functions ,Frequency response,Control system design, Stability analysis

  3. DEFINITION The Laplace transform of a function, f(t), is defined as F(s)= symbol for the Laplace transform, L =Laplace transform operator f(t) =some function of time, t. s= Complex Independent Variable Note: The L operator transforms a time domain function f(t) into an s domain function, F(s).

  4. INVERSE LAPLACE TRANSFORM, L-1 By definition, the inverse Laplace transform operator, L-1, converts an s-domain function back to the corresponding time domain function: Important Properties: Both L and L-1 are linear operators. Thus, satisfies the superposition principle;

  5. where: - x(t) and y(t) are arbitrary functions - a and b are constants Similarly,

  6. LAPLACE TRANSFORMS OF COMMON FUNCTIONS • Constant Function • Let f(t) = a (a constant). • Then from the definition of the Laplace transform in (3-1),

  7. Step Function • The unit step function is widely used in the analysis of process control problems. It is defined as: Because the step function is a special case of a “constant”, it follows from (3-4) that

  8. Derivatives • This is a very important transform because derivatives appear in the ODEs for dynamic models. initial condition at t = 0 Similarly, for higher order derivatives:

  9. where: - n is an arbitrary positive integer - Special Case: All Initial Conditions are Zero Suppose Then In process control problems, we usually assume zero initial conditions. Reason: This corresponds to the nominal steady state when “deviation variables” are used.

  10. 4. Trigonometric function Using integrating by parts or Euler Identity.

  11. 5. Exponential Functions Consider where b > 0. Then, 6. Rectangular Pulse Function It is defined by:

  12. Time, t The Laplace transform of the rectangular pulse is given by

  13. 7.Impulse Function (or Dirac Delta Function) The impulse function is obtained by taking the limit of the rectangular pulse as its width, tw, goes to zero but holding the area under the pulse constant at one. (i.e., let )

  14. SOLUTION OF ODEs BY LAPLACE TRANSFORMS • Procedure: • Take the L of both sides of the ODE. • Rearrange the resulting algebraic equation in the s domain to solve for the L of the output variable, e.g., Y(s). • Perform a partial fraction expansion. • Use the L-1 to find y(t) from the expression for Y(s).

  15. Table 3.1. Laplace Transforms

  16. Table 3.1. Laplace Transforms (cont.)

  17. Table 3.1. Laplace Transforms (cont.)

  18. EXAMPLE 1 Solve the ODE, First, take L of both sides of (3-26), Rearrange, Take L-1, From Table 3.1,

  19. PARTIAL FRACTION EXPANSIONS Basic idea: Expand a complex expression for Y(s) into simpler terms, each of which appears in the Laplace Transform table. Then you can take the L-1 of both sides of the equation to obtain y(t). Example: Perform a partial fraction expansion (PFE) where coefficients and have to be determined.

  20. PARTIAL FRACTION EXPANSIONSMETHOD 1 Multiply both sides by (s + 1)(s+4)

  21. PARTIAL FRACTION EXPANSIONSMETHOD 2 Specify 2 value of s, and solve simultaneously.

  22. PARTIAL FRACTION EXPANSIONSMETHOD 3-HEAVISIDE EXPANSION To find : Multiply both sides by s + 1 and let s = -1 To find : Multiply both sides by s + 4 and let s = -4

  23. GENERAL PARTIAL FRACTION EXPANSIONS Consider a general expression, Here D(s) is an n-th order polynomial with the roots all being real numbers which are distinct so there are no repeated roots. The PFE is: Note:D(s) is called the “characteristic polynomial”.

  24. EXAMPLE 2 Solve the ODE;

  25. GENERAL PARTIAL FRACTION EXPANSIONS • Special Situations: • Two other types of situations commonly occur when D(s) has: • Complex roots: e.g., • Repeated roots (e.g., ) • For these situations, the PFE has a different form.

  26. COMPLEX FACTOR HEAVISIDE EXPANSION

  27. REPEATED FACTOR HEAVISIDE EXPANSION

  28. EXAMPLE 3 By using HEAVISIDE EXPANSION, solve the ODE;

  29. IMPORTANT PROPERTIES OF LAPLACE TRANSFORMS • Final Value Theorem It can be used to find the steady-state value of a closed loop system (providing that a steady-state value exists.) Statement of FVT: providing that the limit exists (is finite) for all where Re (s) denotes the real part of complex variable, s.

  30. 2. Initial Value Theorem 3. Transform of an Intergal

  31. 4. Time Delay Time delays occur due to fluid flow, time required to do an analysis (e.g., gas chromatograph). The delayed signal can be represented as Also,

  32. THE ENDTHANK YOU

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