2 research outputs found
Simultaneous allocation of multiple distributed generation and capacitors in radial network using genetic-salp swarm algorithm
In recent years, the problem of allocation of distributed generation and capacitors banks has received special attention from many utilities and researchers. The present paper deals with single and simultaneous placement of dispersed generation and capacitors banks in radial distribution network with different load levels: light, medium and peak using genetic-salp swarm
algorithm. The developed genetic-salp swarm algorithm (GA-SSA) hybrid optimization takes the system input variables of radial distribution network to find the optimal solutions to maximize the benefits of their installation with minimum cost to minimize the active and reactive power losses and improve the voltage profile. The validation of the proposed hybrid genetic-salp swarm algorithm was carried out on IEEE 34-bus test systems and real Algerian distributed network of Djanet (far south of Algeria) with 112-bus. The numerical results endorse the ability of the proposed algorithm to achieve a better results with higher accuracy compared to the result obtained by salp swarm algorithm, genetic algorithm, particle swarm optimization and the hybrid particle swarm optimization algorithms.Π ΠΏΠΎΡΠ»Π΅Π΄Π½ΠΈΠ΅ Π³ΠΎΠ΄Ρ Π·Π°Π΄Π°ΡΠ° ΡΠ°Π·ΠΌΠ΅ΡΠ΅Π½ΠΈΡ ΡΠ°ΡΠΏΡΠ΅Π΄Π΅Π»Π΅Π½Π½ΠΎΠΉ Π³Π΅Π½Π΅ΡΠ°ΡΠΈΠΈ ΠΈ Π±Π°ΡΠ°ΡΠ΅ΠΉ ΠΊΠΎΠ½Π΄Π΅Π½ΡΠ°ΡΠΎΡΠΎΠ² ΠΏΡΠΈΠ²Π»Π΅ΠΊΠ°Π΅Ρ ΠΎΡΠΎΠ±ΠΎΠ΅ Π²Π½ΠΈΠΌΠ°Π½ΠΈΠ΅ ΠΌΠ½ΠΎΠ³ΠΈΡ
ΠΎΡΠ³Π°Π½ΠΈΠ·Π°ΡΠΈΠΉ ΠΈ ΠΈΡΡΠ»Π΅Π΄ΠΎΠ²Π°ΡΠ΅Π»Π΅ΠΉ. Π Π΄Π°Π½Π½ΠΎΠΉ ΡΠ°Π±ΠΎΡΠ΅ ΡΠ°ΡΡΠΌΠΎΡΡΠ΅Π½Ρ ΠΎΡΠ΄Π΅Π»ΡΠ½ΠΎΠ΅ ΠΈ ΡΠΎΠ²ΠΌΠ΅ΡΡΠ½ΠΎΠ΅ ΡΠ°Π·ΠΌΠ΅ΡΠ΅Π½ΠΈΠ΅ ΡΠ°ΡΠΏΡΠ΅Π΄Π΅Π»Π΅Π½Π½ΠΎΠΉ Π³Π΅Π½Π΅ΡΠ°ΡΠΈΠΈ ΠΈ Π±Π°ΡΠ°ΡΠ΅ΠΉ ΠΊΠΎΠ½Π΄Π΅Π½ΡΠ°ΡΠΎΡΠΎΠ² Π² ΡΠ°Π΄ΠΈΠ°Π»ΡΠ½ΠΎΠΉ ΡΠ°ΡΠΏΡΠ΅Π΄Π΅Π»ΠΈΡΠ΅Π»ΡΠ½ΠΎΠΉ ΡΠ΅ΡΠΈ ΠΏΡΠΈ ΡΠ°Π·Π»ΠΈΡΠ½ΡΡ
ΡΡΠΎΠ²Π½ΡΡ
Π½Π°Π³ΡΡΠ·ΠΊΠΈ: ΡΠ»Π°Π±ΠΎΠΌ, ΡΡΠ΅Π΄Π½Π΅ΠΌ ΠΈ ΠΏΠΈΠΊΠΎΠ²ΠΎΠΌ Ρ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΠ΅ΠΌ Π°Π»Π³ΠΎΡΠΈΡΠΌΠ° Π³Π΅Π½Π΅ΡΠΈΡΠ΅ΡΠΊΠΎΠ³ΠΎ ΡΠΎΡ ΡΠ°Π»ΡΠΏΠΎΠ² (genetic-salp swarm algorithm). Π Π°Π·ΡΠ°Π±ΠΎΡΠ°Π½Π½ΡΠΉ Π°Π»Π³ΠΎΡΠΈΡΠΌ Π³ΠΈΠ±ΡΠΈΠ΄Π½ΠΎΠΉ ΠΎΠΏΡΠΈΠΌΠΈΠ·Π°ΡΠΈΠΈ Π³Π΅Π½Π΅ΡΠΈΡΠ΅ΡΠΊΠΎΠ³ΠΎ ΡΠΎΡ ΡΠ°Π»ΡΠΏΠΎΠ² (GA-SSA) ΠΈΡΠΏΠΎΠ»ΡΠ·ΡΠ΅Ρ ΡΠΈΡΡΠ΅ΠΌΠ½ΡΠ΅ Π²Ρ
ΠΎΠ΄Π½ΡΠ΅ ΠΏΠ΅ΡΠ΅ΠΌΠ΅Π½Π½ΡΠ΅ ΡΠ°Π΄ΠΈΠ°Π»ΡΠ½ΠΎΠΉ ΡΠ°ΡΠΏΡΠ΅Π΄Π΅Π»ΠΈΡΠ΅Π»ΡΠ½ΠΎΠΉ ΡΠ΅ΡΠΈ Π΄Π»Ρ ΠΏΠΎΠΈΡΠΊΠ° ΠΎΠΏΡΠΈΠΌΠ°Π»ΡΠ½ΡΡ
ΡΠ΅ΡΠ΅Π½ΠΈΠΉ Ρ ΡΠ΅Π»ΡΡ ΠΌΠ°ΠΊΡΠΈΠΌΠΈΠ·Π°ΡΠΈΠΈ ΠΏΡΠ΅ΠΈΠΌΡΡΠ΅ΡΡΠ² ΠΈΡ
ΡΡΡΠ°Π½ΠΎΠ²ΠΊΠΈ Ρ ΠΌΠΈΠ½ΠΈΠΌΠ°Π»ΡΠ½ΡΠΌΠΈ Π·Π°ΡΡΠ°ΡΠ°ΠΌΠΈ Π΄Π»Ρ ΠΌΠΈΠ½ΠΈΠΌΠΈΠ·Π°ΡΠΈΠΈ ΠΏΠΎΡΠ΅ΡΡ Π°ΠΊΡΠΈΠ²Π½ΠΎΠΉ ΠΈ ΡΠ΅Π°ΠΊΡΠΈΠ²Π½ΠΎΠΉ ΠΌΠΎΡΠ½ΠΎΡΡΠΈ ΠΈ ΡΠ»ΡΡΡΠ΅Π½ΠΈΡ ΠΏΡΠΎΡΠΈΠ»Ρ Π½Π°ΠΏΡΡΠΆΠ΅Π½ΠΈΡ. Π’Π΅ΡΡΠΈΡΠΎΠ²Π°Π½ΠΈΠ΅ ΠΏΡΠ΅Π΄Π»ΠΎΠΆΠ΅Π½Π½ΠΎΠ³ΠΎ Π°Π»Π³ΠΎΡΠΈΡΠΌΠ° Π³ΠΈΠ±ΡΠΈΠ΄Π½ΠΎΠΉ ΠΎΠΏΡΠΈΠΌΠΈΠ·Π°ΡΠΈΠΈ Π³Π΅Π½Π΅ΡΠΈΡΠ΅ΡΠΊΠΎΠ³ΠΎ ΡΠΎΡ ΡΠ°Π»ΡΠΏΠΎΠ² Π±ΡΠ»ΠΎ ΠΏΡΠΎΠ²Π΅Π΄Π΅Π½ΠΎ Π½Π° ΡΠΊΡΠΏΠ΅ΡΠΈΠΌΠ΅Π½ΡΠ°Π»ΡΠ½ΡΡ
34-ΡΠΈΠ½Π½ΡΡ
ΡΠΈΡΡΠ΅ΠΌΠ°Ρ
IEEE ΠΈ ΡΠ΅Π°Π»ΡΠ½ΠΎΠΉ 112-ΡΠΈΠ½ΠΎΠΉ Π°Π»ΠΆΠΈΡΡΠΊΠΎΠΉ ΡΠ°ΡΠΏΡΠ΅Π΄Π΅Π»Π΅Π½Π½ΠΎΠΉ ΡΠ΅ΡΠΈ ΠΠΆΠ°Π½Π΅ΡΠ° (ΠΊΡΠ°ΠΉΠ½ΠΈΠΉ ΡΠ³ ΠΠ»ΠΆΠΈΡΠ°). Π§ΠΈΡΠ»Π΅Π½Π½ΡΠ΅ ΡΠ΅Π·ΡΠ»ΡΡΠ°ΡΡ ΠΏΠΎΠ΄ΡΠ²Π΅ΡΠΆΠ΄Π°ΡΡ ΡΠΏΠΎΡΠΎΠ±Π½ΠΎΡΡΡ ΠΏΡΠ΅Π΄Π»ΠΎΠΆΠ΅Π½Π½ΠΎΠ³ΠΎ Π°Π»Π³ΠΎΡΠΈΡΠΌΠ° Π΄ΠΎΡΡΠΈΠ³Π°ΡΡ Π»ΡΡΡΠΈΡ
ΡΠ΅Π·ΡΠ»ΡΡΠ°ΡΠΎΠ² Ρ Π±ΠΎΠ»ΡΡΠ΅ΠΉ ΡΠΎΡΠ½ΠΎΡΡΡΡ ΠΏΠΎ ΡΡΠ°Π²Π½Π΅Π½ΠΈΡ Ρ ΡΠ΅Π·ΡΠ»ΡΡΠ°ΡΠΎΠΌ, ΠΏΠΎΠ»ΡΡΠ΅Π½Π½ΡΠΌ ΠΌΠ΅ΡΠΎΠ΄ΠΎΠΌ ΡΠΎΡ ΡΠ°Π»ΡΠΏΠΎΠ², Π³Π΅Π½Π΅ΡΠΈΡΠ΅ΡΠΊΠΈΠΌ Π°Π»Π³ΠΎΡΠΈΡΠΌΠΎΠΌ, ΠΎΠΏΡΠΈΠΌΠΈΠ·Π°ΡΠΈΠ΅ΠΉ ΡΠΎΡ ΡΠ°ΡΡΠΈΡ ΠΈ Π°Π»Π³ΠΎΡΠΈΡΠΌΠ°ΠΌΠΈ Π³ΠΈΠ±ΡΠΈΠ΄Π½ΠΎΠΉ ΠΎΠΏΡΠΈΠΌΠΈΠ·Π°ΡΠΈΠΈ ΡΠΎΡ ΡΠ°ΡΡΠΈΡ