Title :
Optimal placement of multi-distributed generation units including different load models using particle swarm optimisation
Author :
El-Zonkoly, A.M.
Author_Institution :
Fac. of Eng. & Technol. Miami, Arab Acad. for Sci. & Technol., Alexandria, Egypt
fDate :
7/1/2011 12:00:00 AM
Abstract :
This study proposes a multi-objective index-based approach to optimally determine the size and location of multi-distributed generation (DG) units in distribution system with non-unity power factor considering different load models. It is shown that load models can significantly affect the optimal location and sizing of DG resources in distribution systems. The proposed multi-objective function to be optimised includes a short-circuit-level parameter to represent the protective device requirements. The proposed function also considers a wide range of technical issues such as active and reactive power losses of the system, the voltage profile, the line loading and the Mega Volt Ampere (MVA) intake by the grid. The optimisation technique based on particle swarm optimisation is introduced. The analysis of continuation power flow to determine the effect of DG units on the most sensitive buses to voltage collapse is carried out. The proposed algorithm is tested using the 38-bus radial system and the IEEE 30-bus meshed system. The results show the effectiveness of the proposed algorithm.
Keywords :
distributed power generation; load flow; particle swarm optimisation; power factor; power grids; power system dynamic stability; DG resources; DG units; IEEE bus meshed system; IEEE bus radial system; active power losses; continuation power flow analysis; distribution system; load models; mega volt ampere; multidistributed generation unit optimal placement; multiobjective index-based approach; nonunity power factor; optimisation technique; particle swarm optimisation; power grid; protective device; reactive power losses; short-circuit-level parameter; voltage collapse; voltage profile;
Journal_Title :
Generation, Transmission & Distribution, IET
DOI :
10.1049/iet-gtd.2010.0676