Non-Convex Economic Dispatch with Prohibited Operating Zones through Gravitational Search Algorithm

Prakash Kumar Hota, Nakul Charan Sahu

Abstract


This paper presents a new approach to the solution of optimal power generation for economic load dispatch (ELD) using gravitational search algorithm (GSA) when all the generators include valve point effects and some/all of the generators have prohibited operating zones. In this paper a gravitational search algorithm is suggested that deals with equality and inequality constraints in ELD problems. A constraint treatment mechanism is also discussed to accelerate the optimization process. To verify the robustness and superiority of the proposed GSA based approach, a practical sized 40-generators case with valve point effects and prohibited operating zones is considered. The simulation results reveal that the proposed GSA approach ensures convergence within an acceptable execution time and provides highly optimal solution as compared to the results obtained from well established heuristic optimization approaches.

Keywords


Economic load dispatch; Valve point effects; Prohibited operating zones; Evolutionary programming; Gravitational search algorithm

Full Text:

PDF


DOI: http://doi.org/10.11591/ijece.v5i6.pp1234-1244
Total views : 227 times


Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

ISSN 2088-8708, e-ISSN 2722-2578