IEEE Transactions on Industrial Informatics · 2020 · 17 citations · 25 references
Natural SciencesMathematicsOptimizationRenewable Energy IntegrationSchedulingDistributed Energy ResourcesDistribution Network DesignDistribution Network PlanningNetwork OptimizationSchedule OptimizationActive Distribution NetworksElectric Power Distribution NetworksElectric Power NetworksParallel OptimizationPower DistributionPower Distribution NetworksPower UtilitySecond-order Cone Programming
This article proposes a two-layer optimal scheduling strategy to handle the overvoltage problem in high photovoltaic (PV) power-penetrated distribution networks. The voltage regulators can be classified as the power utility and PV owners, which are referred to as stakeholders. The proposed scheduling strategy includes autonomous optimization layer and coordination optimization layer. In the autonomous optimization layer, a min-max robust game model and a mixed-integer second-order cone programming-based model are respectively proposed to minimize the operating costs of PV stakeholders and the power utility stakeholder. A parallel optimization is employed to solve the two models in the autonomous optimization layer. In the coordination optimization layer, a noncooperative game-based model is presented to coordinate scheduling solutions of each stakeholder. Finally, an actual 10 kV, 106-bus feeder in Zhejiang Province, China, and a modified IEEE 123-bus distribution system are employed to verify the feasibility and effectiveness of the proposed approach.
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Finding and evaluating community structure in networks
Michelle G. Newman, Michelle Girvan · Physical Review E · 2004 · 14.1K citations · Full text
Fast algorithm for detecting community structure in networks
M. E. J. Newman · Physical Review E · 2004 · 5.5K citations · Full text