DocumentCode :
3225219
Title :
Differential Evolution Immunized Ant Colony Optimization (DEIANT) technique in solving economic emission dispatch
Author :
Rahmat, N.A. ; Musirin, I. ; Abidin, Ahmad Farid
Author_Institution :
Centre of Power Eng. Studies, Univ. Teknol. MARA, Shah Alam, Malaysia
fYear :
2013
fDate :
23-26 June 2013
Firstpage :
198
Lastpage :
202
Abstract :
Emission dispatch is a topic that discusses on the discharge of polluting substance by fossil-fuelled generators. The arising concerns towards environmental quality arouse new trend in power flow studies. Emission dispatch has become a vital consideration during load dispatch scheduling and the power utilities are urged to reduce the pollutant volume to the least. Numerous approaches have been employed to solve emission dispatch. This research highlights the implementation of Differential Evolution Immunized Ant Colony Optimization (DEIANT) technique in solving economic emission dispatch. DEIANT algorithm was compared with several approaches including the conventional method, PSO, and ACO algorithm in order to verify the performance of the algorithm. To apprehend the effectiveness of the new algorithm, IEEE 30-Bus Reliable Test System (RTS) was utilized as the sample. The obtained results revealed that DEIANT is more superior to the traditional method, PSO, and ACO, and effectively minimize the emission level.
Keywords :
ant colony optimisation; environmental factors; load dispatching; load flow; pollution control; ACO algorithm; DEIANT technique; IEEE 30-Bus Reliable Test System; PSO algorithm; RTS; differential evolution immunized ant colony optimization; economic emission dispatch; environmental quality; fossil-fuelled generators; load dispatch scheduling; pollutant volume; power flow studies; power utilities; Economics; Ant Colony Optimization (ACO); Differential Evolution Immunized Ant Colony Optimization (DEIANT); Economic Emission Dispatch (EED); Economic Load Dispatch (ELD); Particle Swarm Optimization (PSO);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Technology, Informatics, Management, Engineering, and Environment (TIME-E), 2013 International Conference on
Conference_Location :
Bandung
Print_ISBN :
978-1-4673-5730-2
Type :
conf
DOI :
10.1109/TIME-E.2013.6611991
Filename :
6611991
Link To Document :
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