Title :
Optimum D-STATCOM placement using firefly algorithm for power quality enhancement
Author :
Farhoodnea, Masoud ; Mohamed, Amr ; Shareef, Hussain ; Zayandehroodi, Hadi
Author_Institution :
Dept. of Electr., Electron. & Syst. Eng., Univ. Kebangsaan Malaysia, Bangi, Malaysia
Abstract :
This paper presents a novel method to optimally place the Distribution Static Synchronous Compensator (DSTATCOM) in a distribution system using the firefly algorithm (FA) for enhancing power quality. In the proposed method, the average voltage total harmonic distortion (THDV), average voltage deviation and total investment cost are considered as the objective functions, where voltage and power limits for individual buses are chosen as the optimization constraints. The performance of the proposed FA is investigated using the Matlab software on the radial IEEE 16bus test system. The obtained results are also compared with the particle swarm optimization and genetic algorithm. The simulation results verify the ability of FA in accurately determining the optimal location and size of the D-STATCOM in radial distribution systems.
Keywords :
genetic algorithms; harmonic distortion; investment; particle swarm optimisation; power distribution economics; power supply quality; static VAr compensators; FA; Matlab software; THDV; average voltage deviation; average voltage total harmonic distortion; distribution static synchronous compensator; firefly algorithm; genetic algorithm; objective functions; optimization constraints; optimum D-STATCOM placement; particle swarm optimization; power quality enhancement; radial IEEE 16 bus test system; radial distribution systems; total investment cost; Automatic voltage control; Genetic algorithms; Harmonic analysis; Linear programming; Optimization; Power quality; Voltage fluctuations; D-STATCOM; firefly algorithm; optimal placement; voltage sag;
Conference_Titel :
Power Engineering and Optimization Conference (PEOCO), 2013 IEEE 7th International
Conference_Location :
Langkawi
Print_ISBN :
978-1-4673-5072-3
DOI :
10.1109/PEOCO.2013.6564523