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Authors: Martin Paar 1 ; Lukas Oliva 1 and Jana Jilkova 2

Affiliations: 1 Brno University of Technology, Czech Republic ; 2 University of Defence, Czech Republic

ISBN: 978-989-8425-83-6

Keyword(s): Distribution network reliability, Genetic algorithm, Power losses, Reconfiguration, Multi-criterion optimization.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computing ; Genetic Algorithms ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Soft Computing

Abstract: The article deals with application of genetic algorithm to the minimization of the operational cost of distribution network. The optimization is achieved by the change of the network topology or reconfiguration in terms of power network terminology. The optimization algorithm changes the setup of the switchgears to get such a configuration which leads to the minimum costs for power loss and minimum financial penalization for not delivering the electric power and therefore violating standards of the power supply continuity. The Finnish continuity standard at systems level and Portuguese continuity standard at single-customer level were selected for evaluation of the impact of power supply discontinuity and their impact is compared and discussed. The Genetic algorithm is designed as multi-attribute optimization with mono-objective evaluation using binary coding. Also since the optimization involves reconfiguration of the topology a simple solution to cope with invalid solution is descri bed and discussed. (More)

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Paper citation in several formats:
Paar, M.; Oliva, L. and Jilkova, J. (2011). OPTIMIZING TOPOLOGY OF THE POWER DISTRIBUTION NETWORK USING GENETIC ALGORITHM.In Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011) ISBN 978-989-8425-83-6, pages 239-244. DOI: 10.5220/0003675602390244

@conference{ecta11,
author={Martin Paar. and Lukas Oliva. and Jana Jilkova.},
title={OPTIMIZING TOPOLOGY OF THE POWER DISTRIBUTION NETWORK USING GENETIC ALGORITHM},
booktitle={Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011)},
year={2011},
pages={239-244},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003675602390244},
isbn={978-989-8425-83-6},
}

TY - CONF

JO - Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011)
TI - OPTIMIZING TOPOLOGY OF THE POWER DISTRIBUTION NETWORK USING GENETIC ALGORITHM
SN - 978-989-8425-83-6
AU - Paar, M.
AU - Oliva, L.
AU - Jilkova, J.
PY - 2011
SP - 239
EP - 244
DO - 10.5220/0003675602390244

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