کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
400319 1438717 2016 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Solution of optimal reactive power dispatch of power systems using hybrid particle swarm optimization and imperialist competitive algorithms
ترجمه فارسی عنوان
راه حل بهینه اعزام توان راکتیو سیستم توان با استفاده بهینه سازی ازدحام ذرات ترکیبی و الگوریتم رقابت استعماری
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی


• Solution of optimal reactive power dispatch using hybrid optimization algorithm.
• Implementing hybrid particle swarm optimization and imperialist competitive algorithm.
• Considering total transmission loss and total voltage deviation as objective function.

Management of reactive power resources is essential for secure and stable operation of power systems in the standpoint of voltage stability. In power systems, the purpose of optimal reactive power dispatch (ORPD) problem is to identify optimal values of control variables to minimize the objective function considering the constraints. The most popular objective functions in ORPD problem are the total transmission line loss and total voltage deviation (TVD). This paper proposes a hybrid approach based on imperialist competitive algorithm (ICA) and particle swarm optimization (PSO) to find the solution of optimal reactive power dispatch (ORPD) of power systems. The proposed hybrid method is implemented on standard IEEE 57-bus and IEEE 118-bus test systems. The obtained results show that the proposed hybrid approach is more effective and has higher capability in finding better solutions in comparison to ICA and PSO methods.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Electrical Power & Energy Systems - Volume 83, December 2016, Pages 104–116
نویسندگان
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