کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
398804 1438741 2014 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Solution of Economic Emission Load Dispatch problems of power systems by Real Coded Chemical Reaction algorithm
ترجمه فارسی عنوان
حل مشکلات مربوط به انتشار بار اقتصادی سیستم های قدرت توسط الگوریتم واکنش شیمیایی واقعی کادد
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی


• The paper has solved different Economic Emission Load Dispatch (EELD) problems.
• The paper considered both single and multi-objective emission dispatch problems.
• Real Coded Chemical Reaction Optimization (RCCRO) is applied to solve the problem.
• Performance of RCCRO has been compared with BBO, modified BFA and GSA.
• Performance of RCCRO has been found to be more encouraging to solve EELD problems.

This paper presents a Real Coded Chemical Reaction algorithm (RCCRO) approach to solve the Economic Emission Load Dispatch (EELD) problem of thermal generators of power systems. Emission substance like NOX, power demand equality constraint and operating limit constraint are considered here. EELD problem has been originated as a multi-objective problem by considering both economy and emission simultaneously. Chemical Reaction Optimization (CRO) mimics the interactions of molecules in a chemical reaction to reach a low energy stable state. Basically, the CRO is designed to work in the discrete domain optimization problems. A real coded version of it, known as Real-Coded Chemical Reaction Optimization (RCCRO) is applied here to solve multi-objective EELD problems, in order to show the advantages of proposed algorithm to solve complex continuous optimization problems. Different test systems having 10, 13 and 40 generators, addressing valve-point loading and NOX emission have been considered. The solutions obtained are quite encouraging and superior to different existing optimization techniques.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Electrical Power & Energy Systems - Volume 59, July 2014, Pages 176–187
نویسندگان
, , ,