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Fuzzy Multi-Objective Approach for the Improvement of Distribution Network Efficiency by considering DG


Affiliations
1 Department of Electrical Engineering, Universitas Muhammadiyah Yogyakarta, Yogyakarta, 55183, Indonesia
 

This paper presents a fuzzy multi-objective approach for achieving the minimum active power loss and the maximum voltage magnitude in order to improve the efficiency of radial distribution networks with distributed generations. Multi-objective function are considered for load balancing among the feeders, minimization of the real power loss, deviation of nodes voltage, and branch current constraint violation, while subject to a radial network structure in which all loads must be energized. Originality of the research is that the fuzzy-based multi-objective optimization in reconfiguration of distribution network including the distributed generation in order to improve the efficiency of the networks. The implementation of the fuzzy multi-objective for distribution reconfiguration on a 70 nodes distribution network with distributed generation is described. The original efficiency of the network is 95.142%. The simulation results show that efficiency of the network is increased to 96.942% by using fuzzy multiobjective method.

Keywords

Fuzzy Logic, Multi-Objective, Distribution Networks, Efficiency, Distributed Generations.
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  • Fuzzy Multi-Objective Approach for the Improvement of Distribution Network Efficiency by considering DG

Abstract Views: 317  |  PDF Views: 150

Authors

Ramadoni Syahputra
Department of Electrical Engineering, Universitas Muhammadiyah Yogyakarta, Yogyakarta, 55183, Indonesia

Abstract


This paper presents a fuzzy multi-objective approach for achieving the minimum active power loss and the maximum voltage magnitude in order to improve the efficiency of radial distribution networks with distributed generations. Multi-objective function are considered for load balancing among the feeders, minimization of the real power loss, deviation of nodes voltage, and branch current constraint violation, while subject to a radial network structure in which all loads must be energized. Originality of the research is that the fuzzy-based multi-objective optimization in reconfiguration of distribution network including the distributed generation in order to improve the efficiency of the networks. The implementation of the fuzzy multi-objective for distribution reconfiguration on a 70 nodes distribution network with distributed generation is described. The original efficiency of the network is 95.142%. The simulation results show that efficiency of the network is increased to 96.942% by using fuzzy multiobjective method.

Keywords


Fuzzy Logic, Multi-Objective, Distribution Networks, Efficiency, Distributed Generations.