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Laplace Transforms. 1 . Standard notation in dynamics and control (shorthand notation) 2. Converts mathematics to algebraic operations 3. Advantageous for block diagram analysis. Chapter 3. Laplace Transform. Example 1:. Chapter 3. Usually define f(0) = 0 (e.g., the error).
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Laplace Transforms 1.Standard notation in dynamics and control (shorthand notation) 2. Converts mathematics to algebraic operations 3. Advantageous for block diagram analysis Chapter 3
Laplace Transform Example 1: Chapter 3 Usually define f(0) = 0 (e.g., the error)
Difference of two step inputs S(t) – S(t-1) Note that S(t-1) is the step starting at t = 1. By Laplace transform Chapter 3 Can be generalized to steps of different magnitudes (a1, a2).
Let h→0, f(t) = δ(t) (Dirac delta) Chapter 3
Laplace transforms can be used in process control for: 1. Solution of differential equations (linear) 2. Analysis of linear control systems (frequency response) 3. Prediction of transient response for different inputs Chapter 3
Please see Table 3.1 in Text Chapter 3
Example 3.1 Solve the ODE, First, take L of both sides of (3-26), Chapter 3 Rearrange, Take L-1, From Table 3.1,
Example 2: system at rest (s.s.) Chapter 3 To find transient response for u(t) = unit step at t > 0 1. Take Laplace Transform (L.T.) 2. Factor, use partial fraction decomposition 3. Take inverse L.T. Step 1Take L.T. (note zero initial conditions)
Rearranging, Step 2a. Factor denominator of Y(s) Chapter 3 Step 2b. Use partial fraction decomposition Multiply by s, set s = 0
For a2, multiply by (s+1), set s=-1 (same procedure for a3, a4) Step 3.Take inverse of L.T. Chapter 3 You can use this method on any order of ODE, limited only by factoring of denominator polynomial (characteristic equation) Must use modified procedure for repeated roots, imaginary roots
One other useful feature of the Laplace transform is that one can analyze the denominator of the transform to determine its dynamic behavior. For example, if the denominator can be factored into (s+2)(s+1). Using the partial fraction technique Chapter 3 The step response of the process will have exponential terms e-2t and e-t, which indicates y(t) approaches zero. However, if We know that the system is unstable and has a transient response involving e2t and e-t. e2t is unbounded for large time. We shall use this concept later in the analysis of feedback system stability.
Final Value Theorem “offset” Example 3: step response Chapter 3 offset (steady state error) is a.
Initial Value Theorem Chapter 3 by initial value theorem by final value theorem
