Open Access Open Access  Restricted Access Subscription or Fee Access

A Comparative Study for the Optimization of Active Power of an Electric Power Network


(*) Corresponding author


Authors' affiliations


DOI: https://doi.org/10.15866/ireaco.v8i2.5469

Abstract


In our present article, we present a comparative study between the Hessians methods such as direct search methods (Nelder-Mead Simplex) and indirect research methods that are known as Quasi-Newtonian (BFGS, DFP, Steepest-Descent) and genetic algorithms for optimization of the active power by the minimization of cost and taking into account the constraints of equalities and inequalities. The methods were tested on an electrical network of 57 nodes and the result that we obtained shows the advantage of AG compared to Hessian methods.
Copyright © 2015 Praise Worthy Prize - All rights reserved.

Keywords


Optimization; Electrical Network; Genetic Algorithms; Hessians Methods; Cost Function

Full Text:

PDF


References


I. Papic, P. Zunko, D. Povh, M. Weinhold, “Basic control of unified power flow controller”. IEEE Trans. Power Syst., vol. 12, no. 4, pp. 1734–1739, 1997.
http://dx.doi.org/10.1109/59.627884

Farahat, M.A., Talaat, M., The using of curve fitting prediction optimized by genetic algorithms for short-term load forecasting, (2012) International Review of Electrical Engineering (IREE), 7 (6), pp. 6209-6215.

A Turgeon, “ Optimal from the principle of progressive optimality”, Water resources research, vol 17, pp 481-486, June 1981
http://dx.doi.org/10.1029/wr017i003p00481

D G Luenberger,”Linear and nonlinear programming”, Addison-Wesley publisging company Inc, 1984.

D P Bertsekas, “ Nonlinear Programming”, 2nd edition, Athena Scientific MIT, 2004

Rahiel D- Répartition Optimal power taking into account heuristics of a complex electrical system - thesis - June 2009 USTOran.

Rahiel, D., Khiat, M., Chaker, A., Haimour, R., Reactive power optimization in transmission power system using interior point method, (2010) International Review of Electrical Engineering (IREE), 5 (2), pp. 614-618.

Khiat M, Rahiel D, Chaker A, Frioui Z- Optimal Reactive power Dispatch and Voltage Control Using Interior Point Method- Revue Acta Electronica, volume 52, Number 2, 2011, pp 81-85.

Abderrahmani, A., Chaker, A., Laoufi, A., Fuzzy-logic controller for STATCOM, (2012) International Review of Electrical Engineering (IREE), 7 (6), pp. 6245-6251.

Otsmani, Z., Khiat, M., Chaker, A., A genetic algorithm to minimize the periodic preventive maintenance cost in electrical system, (2011) International Review of Electrical Engineering (IREE), 6 (3), pp. 1439-1445.

Bracale, A., Caramia, P., Carpinelli, G., Meo, S., A low voltage Smart Grid control strategy with Power Quality issues, (2011) International Review of Electrical Engineering (IREE), 6 (6), pp. 2704-2712.

Damiano, A., Gatto, G., Marongiu, I., Meo, S., Perfetto, A., Serpi, A., Single-stage grid connected PV inverter with active and reactive power flow control via PSO-PR based current controlled SVPWM, (2012) International Review of Electrical Engineering (IREE), 7 (4), pp. 4647-4654.

Meo, S., Sorrentino, V., Discrete-time integral variable structure control of grid-connected PV inverter, (2015) Journal of Electrical Systems, 11 (1), pp. 102-116.

Eslami, M., Shareef, H., Mohamed, A., Khajehzadeh, M., Damping of power system oscillations using genetic algorithm and particle swarm optimization, (2010) International Review of Electrical Engineering (IREE), 5 (6), pp. 2745-2753.

Jazebi, S., Jazebi, S., Rashidinejad, M., Application of a novel real genetic algorithm to accelerate the distribution network reconfiguration, (2009) International Review of Electrical Engineering (IREE), 4 (1), pp. 114-121.

Mohamed, F.A., Koivo, H.N., Multiobjective genetic algorithms for online management problem of microgrid, (2008) International Review of Electrical Engineering (IREE), 3 (1), pp. 46-54.

Bouslama-Bouabdallah, S., Tagina, M., A fault detection and isolation fuzzy system optimized by genetic algorithms and simulated annealing, (2010) International Review on Modelling and Simulations (IREMOS), 3 (2), pp. 212-219.

Rezaie Estabragh, M., Mohammadian, M., Rashidinejad, M., An application of elitist-based genetic algorithm for SVC placement considering voltage stability, (2010) International Review on Modelling and Simulations (IREMOS), 3 (5), pp. 938-947.


Refbacks

  • There are currently no refbacks.


Please send any question about this web site to info@praiseworthyprize.com
Copyright © 2005-2024 Praise Worthy Prize