LU Decomposition-More Examples: Electrical Engineering
Chapter 04.07
LU Decomposition – More Examples
Electrical Engineering
Example 1
Three-phase loads are common in AC systems. When the system is balanced the analysis can be simplified to a single equivalent circuit model. However, when it is unbalanced the only practical solution involves the solution of simultaneous linear equations. In one model the following equations need to be solved.
[pic]
Find the values of [pic], [pic], [pic], [pic], [pic], and [pic] using LU decomposition.
Solution
[pic]
The [pic] matrix is the same as the one found at the end of the forward elimination steps of the naïve Gauss elimination method.
Forward Elimination of Unknowns
Since there are six equations, there will be five steps of forward elimination of unknowns.
First step
Divide Row 1 by 0.7460 and multiply it by 0.4516, that is, multiply Row 1 by [pic].
[pic]
Subtract the result from Row 2 to get
[pic]
Divide Row 1 by 0.7460 and multiply it by 0.0100, that is, multiply Row 1 by [pic].
[pic]Subtract the result from Row 3 to get [pic]
Divide Row 1 by 0.7460 and multiply it by 0.0080, that is, multiply Row 1 by [pic].
[pic]Subtract the result from Row 4 to get
[pic]
Divide Row 1 by 0.7460 and multiply it by 0.0100, that is, multiply Row 1 by [pic].
[pic]Subtract the result from Row 5 to get
[pic]
Divide Row 1 by 0.7460 and multiply it by 0.0080, that is, multiply Row 1 by [pic].
[pic]Subtract the result from Row 6 to get
[pic]
Second step
Divide Row 2 by 1.0194 and multiply it by −0.0019464, that is, multiply Row 2 by [pic].
[pic]Subtract the result from Row 3 to get
[pic]
Divide Row 2 by 1.0194 and multiply it by 0.014843, that is, multiply Row 2 by [pic].
[pic]
Subtract the result from Row 4 to get
[pic]
Divide Row 2 by 1.0194 and multiply it by −0.0019464, that is, multiply Row 2 by [pic].
[pic]Subtract the result from Row 5 to get
[pic]
Divide Row 2 by 1.0194 and multiply it by 0.014843, that is, multiply Row 2 by [pic].
[pic]
Subtract the result from Row 6 to get
[pic]
Third step
Divide Row 3 by 0.77857 and multiply it by 0.52036, that is, multiply Row 3 by [pic].
[pic]
Subtract the result from Row 4 to get
[pic]
Divide Row 3 by 0.77857 and multiply it by 0.0098697, that is, multiply Row 3 by [pic].
[pic]
Subtract the result from Row 5 to get
[pic]
Divide Row 3 by 0.77857 and multiply it by 0.0078644, that is, multiply Row 3 by [pic].
[pic]
Subtract the result from Row 6 to get
[pic]
Fourth step
Divide Row 4 by 1.1264 and multiply it by −0.0012679, that is, multiply Row 4 by [pic].
[pic]
Subtract the result from Row 5 to get
[pic]
Divide Row 4 by 1.1264 and multiply it by 0.015126, that is, multiply Row 4 by [pic].
[pic]
Subtract the result from Row 6 to get
[pic]
Fifth step
Divide Row 5 by 0.80775 and multiply it by 0.60375, that is, multiply Row 5 by [pic].
[pic]
Subtract the result from Row 6 to get
[pic]
The coefficient matrix after the completion of the forward elimination steps is the [pic] matrix.
[pic]
Now find [pic].
[pic]
From Step 1 of the forward elimination process
[pic][pic]
[pic]
[pic]
[pic]
[pic]
From Step 2 of the forward elimination process
[pic]
[pic]
[pic]
[pic]
From Step 3 of the forward elimination process
[pic]
[pic]
[pic]
From Step 4 of the forward elimination process
[pic]
[pic]
From Step 5 of the forward elimination process
[pic]
Hence
[pic]
Now that [pic] and [pic] are known, solve [pic]
[pic]
This provides the six equations
[pic]
[pic]
[pic]
[pic]
[pic]
[pic]
Forward substitution starting from the first equation gives
[pic]
Substituting the value of [pic] into the second equation,
[pic]
[pic]
[pic]
Substituting the values of [pic] and [pic] into the third equation,
[pic]
[pic]
[pic]
Substituting the values of [pic], [pic], and [pic] into the fourth equation,
[pic]
[pic]
[pic]
Substituting the values of [pic], [pic], [pic], and [pic] into the fifth equation,
[pic]
[pic]
[pic]
Substituting the values of [pic], [pic], [pic], [pic], and [pic] into the sixth equation,
[pic]
[pic]
[pic]
Hence
[pic]
Now solve [pic].
[pic]This provides the six equations for [pic].
[pic]
[pic]
[pic]
[pic]
[pic]
[pic]
From the sixth equation
[pic]
[pic]
[pic]
Substituting the value of [pic] into the fifth equation,
[pic]
[pic]
[pic]
Substituting the values of [pic] and [pic] into the fourth equation,
[pic]
[pic]
[pic]
Substituting the values of [pic], [pic], and [pic] into the third equation,
[pic]
[pic]
[pic]
Substituting the values of [pic], [pic], [pic], and [pic] into the second equation,
[pic]
[pic]
[pic]
Substituting the values of [pic], [pic], [pic], [pic], and [pic] into the first equation,
[pic]
[pic]
[pic]
The solution vector is
[pic]
|SIMULTANEOUS LINEAR EQUATIONS | |
|Topic |LU Decomposition – More Examples |
|Summary |Examples of LU decomposition |
|Major |Electrical Engineering |
|Authors |Autar Kaw |
|Date |August 8, 2009 |
|Web Site | |
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