کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6859147 1438696 2019 18 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Deterministic approach for solving multi-objective non-smooth Environmental and Economic dispatch problem
ترجمه فارسی عنوان
رویکرد تعیین کننده برای حل مسئله اعمال غیرمستقیم محیط زیست و اقتصادی چند منظوره
کلمات کلیدی
اعزام اقتصادی / محیط زیست، برنامه نویسی چند هدفه عملکرد مانع منطقی اصلاح شده، داخلی / بیرونی، روش های صاف کردن توابع،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی
The Environmental and Economic Dispatch Problem with Valve-Point loading effect representation (EEDP-VP) is a multi-objective, nonconvex and non-differentiable optimization problem. Due to these difficulties, it has been solved in the literature mainly by heuristic approaches, while deterministic approaches are scarce. Therefore, the main objectives of this paper are to propose a deterministic approach for solving this problem and compare its solutions with the ones obtained by some heuristic and deterministic approaches. The deterministic approach proposed has the following features: the multi-objective nature of the problem is handled by the Progressive Bounded Constraints (PBC) strategy, while the modified logarithmic barrier function method is used to solve the subproblems resulting from the PBC strategy; a smoothing technique is used to handle non-differentiability issues, while the inertia correction strategy is used so that only descent directions are generated. The methodology is applied to five generation systems and the results show that the Pareto-curve is obtained more efficiently when compared to other heuristic and deterministic optimization approaches.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Electrical Power & Energy Systems - Volume 104, January 2019, Pages 880-897
نویسندگان
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