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Load Flow Computation via Artificial Bee Colony Algorithm
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 160 - Number 3 |
| Year of Publication: 2017 |
| Authors: Husham M. Nayyef, K. Al-Anbarr |
10.5120/ijca2017913004
|
Husham M. Nayyef, K. Al-Anbarr . Load Flow Computation via Artificial Bee Colony Algorithm. International Journal of Computer Applications. 160, 3 ( Feb 2017), 18-24. DOI=10.5120/ijca2017913004
Abstract
This paper proposes the application of artificial bee colony ABC algorithm to the load flow computation in power systems. The proposed algorithm is based on a metaheuristic searching technique and it's used to avoid the ill-conditioning problem of Jacobain matrix. The load flow problem is addressed as an optimization problem. ABC algorithm is considered as a new computational model for the system power flow obtainment, where this model provides a strong convergence. The results obtained reveal the importance of the proposed algorithm in finding a load flow solution of a highly stressed power system and ill- conditioned system as compared with traditional methods such as the Newton-Raphson method, where the Newton-Raphson method diverges due to problems of the Jacobian matrix in these situations. The proposed algorithm is applied for 6-bus and 14-bus systems.
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