A Modified Artificial Bee Colony Algorithm Application for Economic Environmental Dispatch

2017 2nd International Conference on Mechatronics and Electrical Systems

机械制造;无线电电子学

Tarafdar Hagh, M.^1,2 ; Orandi, Omid Baghban^1

Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran^1

Engineering Faculty, Near East University, Mersin 10, Nicosia, North Cyprus

99138, Turkey^2

关键词: Artificial bee colonies;    Artificial bee colony algorithms;    Economic environmental dispatches;    Emission level;    Generating unit;    Nonconvex optimization;    Test systems;    Weighted sum method;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/339/1/012008/pdf
DOI  :  10.1088/1757-899X/339/1/012008

来源: IOP

【 摘 要 】

In conventional fossil-fuel power systems, the economic environmental dispatch (EED) problem is a major problem that optimally determines the output power of generating units in a way that cost of total production and emission level be minimized simultaneously, and at the same time all the constraints of units and system are satisfied properly. To solve EED problem which is a non-convex optimization problem, a modified artificial bee colony (MABC) algorithm is proposed in this paper. This algorithm by implementing weighted sum method is applied on two test systems, and eventually, obtained results are compared with other reported results. Comparison of results confirms superiority and efficiency of proposed method clearly.