کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6859952 1438736 2015 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Distribution system efficiency improvement using network reconfiguration and capacitor allocation
ترجمه فارسی عنوان
بهبود کارایی سیستم توزیع با استفاده از تنظیم مجدد شبکه و تخصیص خازن
کلمات کلیدی
پیکربندی مجدد شبکه توزیع، تخصیص خازن، کارایی سیستم، الگوریتم جستجوی دیجیتال گرانشی،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی
Distribution system utilities attempt to minimize cost with consideration of the system performance improvement. This paper employs the network reconfiguration and capacitor placement simultaneously to reduce energy losses and improve the system reliability subjected to satisfy operational and power quality constraints using a fuzzy approach. With respect to discrete and non-linear nature of the optimization problem, a Binary Gravitational Search Algorithm (BGSA) is utilized to solve the fuzzy multi-objective problem efficiently. The fast harmonic analysis method is used to perform harmonic power flow in the presence of shunt capacitors and non-linear loads. The state enumeration method based on Weibull-Markov stochastic model of the system components is adopted to assess reliability of different system configurations. Moreover, a new encoding strategy is proposed to boost the performance of network reconfiguration procedure. The IEEE 33-bus and an 83-bus practical distribution network of Taiwan Power Company (TPC) with a number of harmonic generating loads are utilized to test and validate the proposed method, and results are compared with Binary Particle Swarm Optimization (BPSO) algorithm and Binary Genetic Algorithm (BGA).
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Electrical Power & Energy Systems - Volume 64, January 2015, Pages 457-468
نویسندگان
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