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Add a separate EigenvalueUtils class
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Signed-off-by: Georgii Tishenin <[email protected]>
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georgii-tishenin committed Oct 1, 2024
1 parent 6015122 commit bf1fd55
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Showing 7 changed files with 63 additions and 47 deletions.
4 changes: 0 additions & 4 deletions dpsim-models/include/dpsim-models/MathUtils.h
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Expand Up @@ -63,10 +63,6 @@ class Math {
// | Interharmonics harm1-harm2 | Re(row,col)_harm2 | Re(row,col)_harm2 |
// | Interharmonics harm1-harm2 | Im(row,col)_harm2 | Im(row,col)_harm2 |

static MatrixComp returnNonZeroElements(const MatrixComp &mat);

static MatrixComp convertRealEquivalentToComplexMatrix(const Matrix &realEquivalentMatrix);

static void setMatrixElement(SparseMatrixRow &mat, Matrix::Index row,
Matrix::Index column, Complex value,
Int maxFreq = 1, Int freqIdx = 0);
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41 changes: 0 additions & 41 deletions dpsim-models/src/MathUtils.cpp
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Expand Up @@ -97,47 +97,6 @@ Real Math::realFromVectorElement(const Matrix &mat, Matrix::Index row) {
return mat(row, 0);
}

// TODO: consider resizing existing matrix instead of creating a new one (performance, memory)
MatrixComp Math::returnNonZeroElements(const MatrixComp &mat) {
Eigen::Matrix<bool, Eigen::Dynamic, Eigen::Dynamic> mask =
(mat.array().abs() > 1e-14);
int nonZeroCount = mask.cast<int>().sum();

Eigen::MatrixXcd nonZeroMatrix(nonZeroCount, 1);
int index = 0;
for (int i = 0; i < mask.rows(); ++i) {
for (int j = 0; j < mask.cols(); ++j) {
if (mask(i, j)) {
nonZeroMatrix(index++) = mat(i, j);
}
}
}
return nonZeroMatrix;
}

MatrixComp Math::convertRealEquivalentToComplexMatrix(const Matrix &realEquivalentMatrix) {
// The size of the complex matrix is half the size of the real matrix
int size = realEquivalentMatrix.rows() / 2;

// Create a complex matrix of the appropriate size
MatrixComp complexMatrix(size, size);

// Iterate over the complex matrix
for (int i = 0; i < size; ++i) {
for (int j = 0; j < size; ++j) {
// The real part is in the upper left quadrant of the real matrix
double realPart = realEquivalentMatrix(i, j);

// The imaginary part is in the lower left quadrant of the real matrix
double imagPart = realEquivalentMatrix(i + size, j);

// Assign the complex number to the complex matrix
complexMatrix(i, j) = std::complex<double>(realPart, imagPart);
}
}
return complexMatrix;
}

void Math::setMatrixElement(SparseMatrixRow &mat, Matrix::Index row,
Matrix::Index column, Complex value, Int maxFreq,
Int freqIdx) {
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14 changes: 14 additions & 0 deletions dpsim/include/dpsim/EigenvalueUtils.h
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@@ -0,0 +1,14 @@
#pragma once

#include <dpsim/Definitions.h>

namespace DPsim {
class EigenvalueUtils {
public:
static MatrixComp returnNonZeroElements(const MatrixComp &mat);

static MatrixComp
convertRealEquivalentToComplexMatrix(const Matrix &realEquivalentMatrix);
};

} // namespace DPsim
1 change: 1 addition & 0 deletions dpsim/include/dpsim/MNAEigenvalueExtractor.h
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Expand Up @@ -2,6 +2,7 @@

#include <dpsim-models/Solver/EigenvalueDynamicCompInterface.h>
#include <dpsim-models/SystemTopology.h>
#include <dpsim/EigenvalueUtils.h>
#include <dpsim/MNAEigenvalueLogger.h>

namespace DPsim {
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1 change: 1 addition & 0 deletions dpsim/src/CMakeLists.txt
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Expand Up @@ -5,6 +5,7 @@ set(DPSIM_SOURCES
MNASolverDirect.cpp
MNAEigenvalueExtractor.cpp
MNAEigenvalueLogger.cpp
EigenvalueUtils.cpp
DenseLUAdapter.cpp
SparseLUAdapter.cpp
DirectLinearSolverConfiguration.cpp
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45 changes: 45 additions & 0 deletions dpsim/src/EigenvalueUtils.cpp
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@@ -0,0 +1,45 @@
#include <dpsim/EigenvalueUtils.h>

using namespace DPsim;

// TODO: consider resizing existing matrix instead of creating a new one (performance, memory)
MatrixComp EigenvalueUtils::returnNonZeroElements(const MatrixComp &mat) {
Eigen::Matrix<bool, Eigen::Dynamic, Eigen::Dynamic> mask =
(mat.array().abs() > 1e-14);
int nonZeroCount = mask.cast<int>().sum();

Eigen::MatrixXcd nonZeroMatrix(nonZeroCount, 1);
int index = 0;
for (int i = 0; i < mask.rows(); ++i) {
for (int j = 0; j < mask.cols(); ++j) {
if (mask(i, j)) {
nonZeroMatrix(index++) = mat(i, j);
}
}
}
return nonZeroMatrix;
}

MatrixComp EigenvalueUtils::convertRealEquivalentToComplexMatrix(
const Matrix &realEquivalentMatrix) {
// The size of the complex matrix is half the size of the real matrix
int size = realEquivalentMatrix.rows() / 2;

// Create a complex matrix of the appropriate size
MatrixComp complexMatrix(size, size);

// Iterate over the complex matrix
for (int i = 0; i < size; ++i) {
for (int j = 0; j < size; ++j) {
// The real part is in the upper left quadrant of the real matrix
double realPart = realEquivalentMatrix(i, j);

// The imaginary part is in the lower left quadrant of the real matrix
double imagPart = realEquivalentMatrix(i + size, j);

// Assign the complex number to the complex matrix
complexMatrix(i, j) = std::complex<double>(realPart, imagPart);
}
}
return complexMatrix;
}
4 changes: 2 additions & 2 deletions dpsim/src/MNAEigenvalueExtractor.cpp
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Expand Up @@ -110,7 +110,7 @@ void MNAEigenvalueExtractor<Complex>::calculateStateMatrix(
const Matrix &powerSystemMatrix) {
// TODO: use right hand side solving of factorized power system matrix instead of inversion (performance).
MatrixComp compPowerSystemMatrix =
CPS::Math::convertRealEquivalentToComplexMatrix(powerSystemMatrix);
EigenvalueUtils::convertRealEquivalentToComplexMatrix(powerSystemMatrix);
MatrixComp intermediateResult =
compPowerSystemMatrix.inverse() * mNodeBranchIncidenceMatrix;
mStateMatrix = mSignMatrix - mDiscretizationMatrix *
Expand All @@ -122,7 +122,7 @@ template <typename VarType>
void MNAEigenvalueExtractor<VarType>::computeDiscreteEigenvalues() {
auto discreteEigenvaluesIncludingZeros = mStateMatrix.eigenvalues();
**mDiscreteEigenvalues =
CPS::Math::returnNonZeroElements(discreteEigenvaluesIncludingZeros);
EigenvalueUtils::returnNonZeroElements(discreteEigenvaluesIncludingZeros);
// TODO: filter out eigenvalues = -1 + 0i to avoid division by zero in recoverEigenvalues().
}

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