کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6859357 1438701 2018 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Optimal power flow solution in power systems using a novel Sine-Cosine algorithm
ترجمه فارسی عنوان
راه حل جریان برق بهینه در سیستم های قدرت با استفاده از الگوریتم جدید سینوس کوزین
کلمات کلیدی
کم کردن هزینه سوخت راه حل بهینه از مشکل جریان برق، تخصیص توان راکتیو، الگوریتم جستجو سینوسیوسین،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی
This paper presents the application of a novel algorithm, which is based on a modified Sine-Cosine technique for solving the optimal power flow (OPF) problem. It is a highly coupled non-linear constrained optimization problem. The modified Sine-Cosine algorithm (MSCA) aims at reducing the computational time with a sufficient improvement in finding the optimal solution and feasibility. Levy flights are added to the original Sine-Cosine algorithm to enhance the ability to focus on optimal and avoids local optima. Decreasing search agents number based on the objective function speeds up the MSCA. The MSCA presents a simple and robust solution for the OPF problem under different objective functions. The MSCA is validated with solving the OPF problem for a number of benchmark test systems, namely the IEEE-30 bus and IEEE 118-bus systems under selected objective functions, which are based on operational and economic performance indices of the power system. The proposed MSCA is compared with other optimization methods to illustrate the effectiveness and potential of the SCA and MSCA algorithms.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Electrical Power & Energy Systems - Volume 99, July 2018, Pages 331-343
نویسندگان
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