Call For Paper Volume:4 Issue:10 Oct'2017 |

MABC optimization for cost-emission dispatch using DOS method

Publication Date : 01/05/2015



Author(s) :

Rani Gupta , Manjaree pandit , HariMohan dubey.


Volume/Issue :
Volume 2
,
Issue 4
(05 - 2015)



Abstract :

This paper presents a solution to multi-objective economic emission dispatch problem using three techniques namely, PPF method, degree of satisfaction method (DSM) and weighted sum method (WSM). Modified Artificial bee colony (MABC) algorithm is employed for computing the optimal dispatch where the aim is to minimize both the considered objectives i.e. cost and emission simultaneously and the comparison among all the three methods has been made here. ABC algorithm is superior than other evolutionary techniques because of its most striking feature i.e. it uses only limited number of control parameters to solve the optimization problem namely colony size and maximum cycle. The ABC is unique in its implementation of exploration and exploitation phases while searching for optimized solution. In the MABC algorithm, time varying chaotic mutation is employed for faster convergence. Proposed algorithms have been tested on IEEE 30 bus 6 generator test system and wind integration is also considered.


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MABC optimization for cost-emission dispatch using DOS method

April 30, 2015