کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
399354 1438724 2016 16 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Optimal placement of switches in a radial distribution network for reliability improvement
ترجمه فارسی عنوان
قرار دادن مطلوب سوئیچ ها در یک شبکه توزیع شعاعی برای بهبود قابلیت اطمینان
کلمات کلیدی
الگوریتم جستجوی دیفرانسیل، تابع چند هدفه، سیستم توزیع شعاعی، سوئیچ کنترل از راه دور، زمان تعمیر زمان ترمیم
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی


• The paper has solved multi-objective reliability optimization problem.
• Optimal allocation of remote control switches (RCSs) has been performed.
• Differential search algorithm (DS) is applied to solve the optimization problem.
• Performance of DS algorithm has been compared with PSO.
• Performance of DS algorithm is observed to be more encouraging.

This paper proposes differential search (DS) algorithm to solve distribution system reliability optimization problem. Optimum number and location of remote control switch (RCS) have been found, in order to enhance reliability of a radial distribution system. A multi-objective formulation has been considered with a view to enhance reliability at a compromised cost. DS algorithm utilizes the Brownian-like random-walk movement used by an organism to migrate. Simulation results obtained by DS algorithm have been compared with that of particle swarm optimization (PSO), differential evolutionary algorithm (DE), genetic algorithm (GA), ant colony optimization (ACO) and gravitational search algorithm (GSA). Results show that DS algorithm provides considerably superior performance, in terms of quality of solution obtained and computational efficiency.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Electrical Power & Energy Systems - Volume 76, March 2016, Pages 53–68
نویسندگان
, , ,