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Cumulant based probabilistic optimal power flow (P-OPF)
49
Citations
3
References
2004
Year
Mathematical ProgrammingNumerical AnalysisDensity EstimationPower EngineeringEngineeringSmart GridEnergy ManagementCumulant MethodMonte Carlo MethodFosmm ResultsPower System OptimizationStochastic AnalysisInverse ProblemsMonte Carlo SamplingStatisticsPower NetworkP-opf Problem
This paper introduces the cumulant method for the P-OPF problem and compares the cumulant method and first-order second-moment method (FOSMM). It is shown that for some combinations of independent Gaussian distributions the two methods are equivalent. A numerical example is included comparing the cumulant method and FOSMM results with a 1500 Monte Carlo simulation. The results using the FOSMM exactly equal the results using the cumulant method.
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