Approximate Load Models for Conic OPF Solvers
Firdous Ul Nazir, Bikash C. Pal, Rabih A. Jabr
Abstract
The global optimum of the optimal power flow (OPF) problem can be sought in various practical settings by adopting the conic relaxations, such as the second order cone programs (SOCPs) and semi-definite programs (SDPs). However, the ZIP (constant impedance, constant current, constant power) and exponential load models are not directly amenable with these conic solvers. Thus, these are mostly treated as constant power loads in the literature. In this letter, we propose two simple methods to approximate these static loads with good accuracy. The proposed methods perform much better than the traditional constant power approximation.
Topics & Concepts
Conic sectionConstant (computer programming)Mathematical optimizationPower flowPower (physics)Conic optimizationConstant currentExponential functionComputer scienceElectric power systemAC powerControl theory (sociology)MathematicsMathematical analysisGeometryConvex optimizationArtificial intelligenceControl (management)PhysicsConvex analysisRegular polygonQuantum mechanicsProgramming languageOptimal Power Flow DistributionMicrogrid Control and OptimizationPower System Optimization and Stability