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Inverse Laplace Transform by Partial Fraction
Expansion
        This technique uses Partial Fraction Expansion to split up a complicated fraction
  into forms that are in the Laplace Transform table. As you read through this section,
  you may find it helpful to refer to the section on partial fraction expansion techniques.

Distinct Real Roots
  Consider first an example with distinct real roots.



  We can find the two unknown coefficients using the "cover-up" method.




  So



  and



  (where U(t) is the unit step function) or expressed another way



  The last two expressions are somewhat cumbersome. Unless there is confusion about
  the result, we will assume that all of our results are implicitly 0 for t<0, and we will
  write the result as




Repeated Real Roots
  Consider next an example with repeated real roots (in this case at the origin, s=0).



  We can find two of the unknown coefficients using the "cover-up" method.
We find the other term using cross-multiplication:




 Equating like powers of "s" gives us:
                               power
                                       Equation
                               of "s"
                                  s2
                                  s1
                                  s0
 We could have used these relationships to determine A1, A2, and A3. But A1 and A3
 were easily found using the "cover-up" method. The top relationship tells us that A2=-
 0.25, so



 and



 (where, again, it is implicit that f(t)=0 when t<0).

         Many texts use a method based upon differentiation of the fraction. Details are
 here.

Complex Roots
       Another case that often comes up is that of complex conjugate roots. Consider
 the fraction:



      The second term in the denominator cannot be factored into real terms. This
 leaves us with two possibilities - either accept the complex roots, or find a way to
 include the second order term.

Method 1 - Using the complex (first order) roots

      If we use complex roots, we can expand the fraction as we did before. This is not
 typically the way you want to proceed if you are working by hand, but may be easier
for computer solutions (where complex numbers are handled as easily as real
numbers). To perform the expansion, continue as before.




where




Note that A2 and A3 must be complex conjugates of each other since they are
equivalent except for the sign on the imaginary part. Performing the required
calculations:




so




Method 2 - Using the second order polynomial

     Another way to expand the fraction without resorting to complex numbers is to
perform the expansion as follows.



Note that the numerator of the second term is no longer a constant, but is instead a first
order polynomial. From above (or using the cover-up method) we know that A=-0.2.
We can find the quantities B and C from cross-multiplication.
If we equate like powers of "s" we get
                          order of left side right side
                          coefficient coefficient coefficient
                          2nd (s2)    0           A+B
                           st 1
                          1 (s )      1           4A+5B+C
                           th 0
                          0 (s )      3           5A+5C
Since we already know that A=-0.2, the first expression (0=A+B) tells us that B=0.2,
and the last expression (3=5A+5C) tells us that C=0.8. We can use the middle
expression (1=4A+5B+C) to check our calculations. Finally, we get




Comments on the two techniques for handling complex roots
      You have just seen two techniques for doing a partial fraction expansion of a
term with complex roots. The first technique was a simple extension of the rule for
dealing with distinct real roots. It is conceptually simple, but can be difficult when
working by hand because of the need for using complex numbers; it is easily done by
computer. The second technique is easy to do by hand, but is conceptually a bit more
difficult.
      It is easy to show that the inverse Laplace Transforms of the two partial fraction
representations are equivalent.


                                Method 1 - brute force




     (The last line used Euler's identity for cosine and sine)


                      Method 1 - a more general approach
    We know that F(s) can be represented as a partial fraction expansion as shown
below:
We know that A2 and A3 are complex conjugates of each other:

Let




We can now find the inverse transform of the complex conjugate terms by treating
them as simple first order terms (with complex roots).




where M=2K.
    Using the cover-up method (or, more likely, a computer program) we get




and




This yields


It is easy to show that the final result is equivalent to that previously found, i.e.,
While this method is somewhat difficult to do by hand, it is very convenient to do by
     computer. This is the approach used on the page that shows MatLab techniques.



                                 Method 2 (Completing the square)




           (The last line used entry #16 from Laplace Transform Table)

                      Example 1 - Combining multiple expansion methods
The fraction shown below has a second order term in the denominator that cannot be reduced to
first order real terms.




As discussed in the page describing partial fraction expansion, we'll use two techniques. The first
technique involves expanding the fraction while retaining the second order term with complex roots
in the denominator. The second technique entails "Completing the Square."




Cross-multiplying we get




Then equating like powers of s
                                     Power of s   Equation
                                     s3           0=A1+B
                                     s2           5=2A1+A2+C
                                     s1           8=5A1+A2
                                     s0           -5=5A2
Starting at the last equation
A2=-1
A1=9/5=1.8
B=-9/5=-1.8
C=12/5=2.4
So
The last term is not quite in the form that we want it, but by completing the square we get




Now all of the terms are in forms that are in the Laplace Transform Table (the last term is entry 16)




  Order of numerator polynomial equals order of denominator
          For the fraction shown below, the order of the numerator polynomial is not less
     than that of the denominator polynomial.



     Therefore we must first perform long division




     Now we can express the fraction as a constant plus a proper ratio of polynomials.




     Using the cover up method we get



     so



 Inverse Laplace Transform by Direct Inversion
          This method requires the techniques of contour integration over a complex plane.
     In particular

                                                          .

          This technique makes use of Residue Theory and Complex Analysis and is
     beyond the scope of this document.

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Inverse laplacetransform

  • 1. Inverse Laplace Transform by Partial Fraction Expansion This technique uses Partial Fraction Expansion to split up a complicated fraction into forms that are in the Laplace Transform table. As you read through this section, you may find it helpful to refer to the section on partial fraction expansion techniques. Distinct Real Roots Consider first an example with distinct real roots. We can find the two unknown coefficients using the "cover-up" method. So and (where U(t) is the unit step function) or expressed another way The last two expressions are somewhat cumbersome. Unless there is confusion about the result, we will assume that all of our results are implicitly 0 for t<0, and we will write the result as Repeated Real Roots Consider next an example with repeated real roots (in this case at the origin, s=0). We can find two of the unknown coefficients using the "cover-up" method.
  • 2. We find the other term using cross-multiplication: Equating like powers of "s" gives us: power Equation of "s" s2 s1 s0 We could have used these relationships to determine A1, A2, and A3. But A1 and A3 were easily found using the "cover-up" method. The top relationship tells us that A2=- 0.25, so and (where, again, it is implicit that f(t)=0 when t<0). Many texts use a method based upon differentiation of the fraction. Details are here. Complex Roots Another case that often comes up is that of complex conjugate roots. Consider the fraction: The second term in the denominator cannot be factored into real terms. This leaves us with two possibilities - either accept the complex roots, or find a way to include the second order term. Method 1 - Using the complex (first order) roots If we use complex roots, we can expand the fraction as we did before. This is not typically the way you want to proceed if you are working by hand, but may be easier
  • 3. for computer solutions (where complex numbers are handled as easily as real numbers). To perform the expansion, continue as before. where Note that A2 and A3 must be complex conjugates of each other since they are equivalent except for the sign on the imaginary part. Performing the required calculations: so Method 2 - Using the second order polynomial Another way to expand the fraction without resorting to complex numbers is to perform the expansion as follows. Note that the numerator of the second term is no longer a constant, but is instead a first order polynomial. From above (or using the cover-up method) we know that A=-0.2. We can find the quantities B and C from cross-multiplication.
  • 4. If we equate like powers of "s" we get order of left side right side coefficient coefficient coefficient 2nd (s2) 0 A+B st 1 1 (s ) 1 4A+5B+C th 0 0 (s ) 3 5A+5C Since we already know that A=-0.2, the first expression (0=A+B) tells us that B=0.2, and the last expression (3=5A+5C) tells us that C=0.8. We can use the middle expression (1=4A+5B+C) to check our calculations. Finally, we get Comments on the two techniques for handling complex roots You have just seen two techniques for doing a partial fraction expansion of a term with complex roots. The first technique was a simple extension of the rule for dealing with distinct real roots. It is conceptually simple, but can be difficult when working by hand because of the need for using complex numbers; it is easily done by computer. The second technique is easy to do by hand, but is conceptually a bit more difficult. It is easy to show that the inverse Laplace Transforms of the two partial fraction representations are equivalent. Method 1 - brute force (The last line used Euler's identity for cosine and sine) Method 1 - a more general approach We know that F(s) can be represented as a partial fraction expansion as shown below:
  • 5. We know that A2 and A3 are complex conjugates of each other: Let We can now find the inverse transform of the complex conjugate terms by treating them as simple first order terms (with complex roots). where M=2K. Using the cover-up method (or, more likely, a computer program) we get and This yields It is easy to show that the final result is equivalent to that previously found, i.e.,
  • 6. While this method is somewhat difficult to do by hand, it is very convenient to do by computer. This is the approach used on the page that shows MatLab techniques. Method 2 (Completing the square) (The last line used entry #16 from Laplace Transform Table) Example 1 - Combining multiple expansion methods The fraction shown below has a second order term in the denominator that cannot be reduced to first order real terms. As discussed in the page describing partial fraction expansion, we'll use two techniques. The first technique involves expanding the fraction while retaining the second order term with complex roots in the denominator. The second technique entails "Completing the Square." Cross-multiplying we get Then equating like powers of s Power of s Equation s3 0=A1+B s2 5=2A1+A2+C s1 8=5A1+A2 s0 -5=5A2 Starting at the last equation A2=-1 A1=9/5=1.8 B=-9/5=-1.8 C=12/5=2.4 So
  • 7. The last term is not quite in the form that we want it, but by completing the square we get Now all of the terms are in forms that are in the Laplace Transform Table (the last term is entry 16) Order of numerator polynomial equals order of denominator For the fraction shown below, the order of the numerator polynomial is not less than that of the denominator polynomial. Therefore we must first perform long division Now we can express the fraction as a constant plus a proper ratio of polynomials. Using the cover up method we get so Inverse Laplace Transform by Direct Inversion This method requires the techniques of contour integration over a complex plane. In particular . This technique makes use of Residue Theory and Complex Analysis and is beyond the scope of this document.