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
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;
Conference_Titel :
Sustainable Energy and Intelligent Systems (SEISCON 2011), International Conference on
Conference_Location :
Chennai
DOI :
10.1049/cp.2011.0386