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دانلود رایکان مقاله انگلیسی ISI با موضوع بهینه سازی گرگ خاکستری اعمال شده برای مشکلات توزیع بار اقتصادی

عنوان فارسی مقاله:

بهینه سازی گرگ خاکستری اعمال شده برای مشکلات توزیع بار اقتصادی

عنوان انگلیسی مقاله:

Grey wolf optimization applied to economic load dispatch problems

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بخشی از مقاله انگلیسی :

Conclusion

In this work, an efficient and comparatively new algorithm named GWO is proposed to solve the ELD problem taking the valve point loading effects, multiple fuel, prohibited operating zone, ramp rate limits into consideration. Four case studies are employed to demonstrate the applicability of the GWO method. The benefit of the proposed GWO is that it does not impose any convexity limitations on the generating unit characteristics. Numerical results show that the GWO method has superior features, advantages over other algorithms in terms of robustness, less computational efforts, avoids premature convergence, simple applicability and stable convergence characteristic. Although, the proposed algorithm is applied to solve ELD problems in the current study, it seems from its unique feature that GWO has the potential to solve many other optimization problems in the field of power system planning and operation.