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Circuits Theory Examples Newton-Raphson Method
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Formula for one-dimensional case: Series of successive solutions: If the iteration process is converged, the limit is the solution of the equationf(x)=0.
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Multidimensional case: where: JACOBIAN MATRIX
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ALGORITHM STEP 0 STARTING POINT STEP 1Calculate STEP 2Solve the equation: STEP 3 find check STOP conditions If the current solution is not acceptable: GO TO 1
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EXAMPLE of STOP PROCEDURE NoNoNoNo No k=k+1 GOTO 1 Yes Yes STOP
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Stop condition parameter
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Numerical EXAMPLES Example 1
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Solve the following set of nonlinearequation using the Newton’s Method:
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Starting point (first approximation): Calculate:
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where:
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(1a) (1b) (1c)
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(1a) (1b) (1c) Let us assume (1a) (1b) (1c)
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Gauss elimination computer scheme STEP STEP 1 ELIMINATE ELIMINATE y1 y1 y1 y1 from from b i cc:cc: Multiply by and add to 1b
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Multiply by and add to 1c
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New set : (2a) (2b) (2c) (2a) (2b) (2c)
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(2a) (2b) (2c) Elimination scheme repeat for equations 2b i 2c: Multiply by add o 2c
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(3a) (3b) (3c) (3a) (3b) (3c)
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Back substitution part: Setting y 3 to 3b: Multiply by add to 3b
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Because It is the first calculated approximation of the solution. Next iterations form a converged series:
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Example 2 Nonlinear circuit having two variables (node voltages)
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e1e1 e2e2
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Data:
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Nodal equations: 1 2
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Jacobian matrix:
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We choose starting vector: Calculate:
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Applying N-R scheme: where: hence:
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STOP CRITERIA not satisfied: k=k+1:
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Second NR iteration where: hence:
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for k=7: where: hence:
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Because:
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Briefly about: Iterative models of nonlinear elements
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Iterative NR model of nonlinear resistor (voltage controled)
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circuit From NR method:
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Model iterowany opornika (6)
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Example 3 Newton-Raphson Newton-Raphson Iterative model method
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e1e1 e2e2
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Data:
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Scheme for (k+1) iteration 1 2
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1 1 2
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2 1 2
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1 2
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1 2
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For starting vector: We calculate parameters of the models:
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For nonlinear element g 6 :
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Linear equations for the first approximation: Solution for k=1
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Second step Solution for k=2
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Briefly about: Forward Euler Method (Explicit) Backward Euler Method (Implicit)
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Forward Euler Method (Explicit) Backward Euler Method (Explicit)
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Backward Euler Method (Explicit) is based on the following Taylor series expansion
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v (t) C vsvs
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v c (t k )
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Example with nonlinear capacitor FEM
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FEM steps
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BEM step 1
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Using N-R method with starting point
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BEM step 2 after N-R procedure with new starting point
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Using N-R method with starting point
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