کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
398521 1438744 2014 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Multi-objective PFDE algorithm for solving the optimal siting and sizing problem of multiple DG sources
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Multi-objective PFDE algorithm for solving the optimal siting and sizing problem of multiple DG sources
چکیده انگلیسی


• A multi-objective optimization technique is proposed for optimal planning of DGs.
• Objective functions are: reducing line losses, improving voltage profile, increasing voltage stability index.
• The test results show the efficiency of the method.

The upward trend in global warming has led to increase in utilization of renewable energy based distributed generation sources (DGs) in electricity production. This research presents a solution technique for the distribution expansion planning problem using DGs. In this paper, three main factors associated with the multiple DG sizing and placement procedure is scrutinized through a multi-objective optimization approach. These factors include voltage stability, power losses and network voltage variations. In order to solve this multi-objective optimization problem the Pareto Frontier Differential Evolution (PFDE) algorithm is presented. The proposed method is implemented and tested on 69-buses and 33-buses IEEE test systems. Results prove that the proposed method exhibits higher capability and efficiency in finding optimum solutions.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Electrical Power & Energy Systems - Volume 56, March 2014, Pages 117–126
نویسندگان
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