کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
399886 1438759 2012 4 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Reactive power control using dynamic Particle Swarm Optimization for real power loss minimization
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Reactive power control using dynamic Particle Swarm Optimization for real power loss minimization
چکیده انگلیسی

This paper presents Particle Swarm Optimization Algorithm, with dynamic weights, applied to reduce the real power loss in a system. Particle Swarm Optimization with detailed study on weights for particle movements is used. Generator bus voltages, transformer tap positions and switch-able shunt capacitor banks are used as variables to control the reactive power flow. Particle Swarm Optimization has been applied to IEEE 6 bus system to present the case. The proposed dynamic weights show better, fast and consistent results with higher rate of convergence.


► Particle movement in PSO is made dynamic.
► The weights are calculated at run time.
► The convergence through this method is very fast.
► Results obtained are fast and consistent.
► Voltage profile is improved.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Electrical Power & Energy Systems - Volume 41, Issue 1, October 2012, Pages 133–136
نویسندگان
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