2003 · 68 citations · 19 references
EngineeringElectrical EngineeringMathematicsEnergy SystemsOptimizationPower ElectronicsPower Grid AnalysisPower QualityPower System DesignPower SystemsVoltage RegulationVoltage RegulatorsAutomatic Voltage RegulationMixed-integer Nonlinear ProgrammingMixed-integer OptimizationParticle Swarm OptimizationPower System OptimizationReactive Power CompensationReactive Power ControlVoltage Control
This paper presents a particle swarm optimization (PSO) for reactive power and voltage control (Volt/Var Control: VVC) considering voltage security assessment (VSA). VVC can be formulated as a mixed-integer nonlinear optimization problem (MINLP). The proposed method expands the original PSO to handle a MINLP and determines an on-line VVC strategy with continuous and discrete control variables such as automatic voltage regulator (AVR) operating values of generators, tap positions of on-load tap changer (OLTC) of transformers, and the number of pieces of reactive power compensation equipment. The feasibility of the proposed method is demonstrated and compared with reactive tabu search (RTS) and the enumeration method on practical power system models with promising results.
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James Kennedy, R.C. Eberhart · 2002 · 47.5K citations
A modified particle swarm optimizer
Yibing Shi, R.C. Eberhart · 2002 · 10.2K citations
Generalized Benders decomposition
Arthur M. Geoffrion · Journal of Optimization Theory and Applications · 1972 · 2.5K citations
Using selection to improve particle swarm optimization
Peter J. Angeline · 2002 · 872 citations
Roberto Battiti, Giampietro Tecchiolli · INFORMS Journal on Computing · 1994 · 806 citations · Full text