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Solving multi-objective optimal power flow using differential evolution
200
Citations
23
References
2008
Year
Differential EvolutionEngineeringSmart GridEnergy EfficiencyEnergy ManagementInequality ConstraintsOptimal Power FlowEnergy OptimizationComputer EngineeringPower System OptimizationSystems EngineeringHybrid Optimization TechniqueEvolutionary AlgorithmsDifferential Evolution ApproachGrid OptimizationElectric Power DistributionPower Systems
A differential evolution approach to solve optimal power flow problem with multiple and competing objectives is presented. Two sub-problems of optimal power flow namely active power dispatch and reactive power dispatch are considered. The problem is formulated as a nonlinear constrained true multi-objective optimisation problem with competing objectives. Constrain-domination approach have been used to handle inequality constraints, which eliminates the use of penalty factors. The performance of the proposed approach was tested on standard IEEE 30-bus system and is compared with a conventional method. The result demonstrates the capability of the proposed approach to generate diverse and well-distributed Pareto-optimal solutions.
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