کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
399244 1438727 2015 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Energy procurement management for electricity retailer using new hybrid approach based on combined BICA–BPSO
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Energy procurement management for electricity retailer using new hybrid approach based on combined BICA–BPSO
چکیده انگلیسی


• Energy procurement management for retailer in electricity markets is considered.
• A novel hybrid approach based on BICA–BPSO is proposed for solving this problem.
• The comparison results show that the proposed hybrid approach is more effective.
• The convergence of proposed approach is higher than in comparison to other methods.
• Also, the proposed approach has higher capability in finding optimum solutions.

These smaller consumers usually prefer to purchase at a constant price that is adjusted at most a few times per year. Electricity retailers are in business to bridge the gap between the wholesale market and these smaller consumers. This paper proposes a hybrid approach based on binary imperialist competitive algorithm (BICA) and binary particle swarm optimization (BPSO) to find the optimal energy procurement for electricity retailer with multiple procurement options such as self-generating facility, bilateral contracts and pool market purchase in restructured electricity markets. The solutions of these problems provide adequate information to obtain an energy procurement strategy for retailers. Also, the results of proposed hybrid approach are compared with conventional ICA and PSO methods. Test results show that the proposed hybrid approach is more effective and has higher capability in finding optimum solutions in comparison to ICA and PSO methods. A case study is used to illustrate the efficiency of the proposed hybrid approach.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Electrical Power & Energy Systems - Volume 73, December 2015, Pages 411–419
نویسندگان
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