DocumentCode
3211638
Title
Artificial bee colony optimization for combined economic load and emission dispatch
Author
Dixit, G.P. ; Dubey, H.M. ; Pandit, M. ; Panigrahi, B.K.
Author_Institution
Dept. of Electr. Eng., Madhav Inst. of Technol. & Sci., Gwalior, India
fYear
2011
fDate
20-22 July 2011
Firstpage
340
Lastpage
345
Abstract
This paper presents an application of artificial bee colony (ABC) algorithm for multi-objective optimization problem in power system. Considering the environmental impacts that grow from the emissions produced by fossil-fuelled power plant, the economic dispatch that minimizes only the total fuel cost can no longer be considered as single objective. Artificial bee colony algorithm strategy based on mathematical modeling to solve economic, emission and combined economic and emissions dispatch problems by a single equivalent objective function. Artificial bee colony algorithm has been applied to two realistic systems at different load condition. Results obtained with proposed method are compared with other techniques presented in literature. ABC algorithm is easy to implement and capable of searching near global optimum solution at fast convergence and efficiency.
Keywords
fossil fuels; fuel economy; optimisation; power generation dispatch; power generation economics; power plants; ABC algorithm; artificial bee colony optimization algorithm; combined economic load; economic dispatch; emission dispatch; fossil fuelled power plant; fuel cost; global optimum solution; load condition; mathematical modeling; multiobjective optimization problem; Artificial Bee Colony algorithm Combined economic and emission dispatch; Economic dispatch; Mathematical modelling;
fLanguage
English
Publisher
iet
Conference_Titel
Sustainable Energy and Intelligent Systems (SEISCON 2011), International Conference on
Conference_Location
Chennai
Type
conf
DOI
10.1049/cp.2011.0386
Filename
6143334
Link To Document