Publication | Open Access
Reduced-Complexity Semidefinite Relaxations of Optimal Power Flow Problems
75
Citations
20
References
2014
Year
Numerical AnalysisMathematical ProgrammingConic OptimizationEngineeringConvex OptimizationComputer EngineeringStandard Semidefinite RelaxationPower System OptimizationComputational ComplexitySemi-definite OptimizationSemidefinite ProgrammingNew RelaxationsApproximation TheoryReduced-complexity Semidefinite RelaxationsSemidefinite Relaxations
We propose a new method for generating semidefinite relaxations of optimal power flow problems. The method is based on chordal conversion techniques: by dropping some equality constraints in the conversion, we obtain semidefinite relaxations that are computationally cheaper, but potentially weaker, than the standard semidefinite relaxation. Our numerical results show that the new relaxations often produce the same results as the standard semidefinite relaxation, but at a lower computational cost.
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