Title :
Power quality improvement in autonomous microgrid operation using particle swarm optimization
Author :
Al-Saedi, Waleed ; Lachowicz, Stefan W. ; Habibi, Daryoush ; Bass, Octavian
Author_Institution :
Sch. of Eng., Edith Cowan Univ., Perth, WA, Australia
Abstract :
This paper presents an optimal power control strategy for an autonomous microgrid operation based on a real-time self-tuning method. The purpose of this work is to improve the quality of power supply where Distributed Generation (DG) units are connected to the grid. Dynamic response and harmonics distortion are the two main performance parameters which are considered in this work, particularly when the microgrid is islanded. The controller scheme is composed of an inner current control loop and an outer power control loop based on a synchronous reference frame and the conventional PI regulators. Particle Swarm Optimization (PSO) is an intelligent searching algorithm that is applied for real-time self-tuning of the system. The results show that the proposed controller provides an excellent dynamic response with acceptable harmonics level.
Keywords :
PI control; distributed power generation; dynamic response; electric current control; harmonic distortion; optimal control; particle swarm optimisation; power control; power distribution control; power generation control; power supply quality; search problems; self-adjusting systems; DG units; PI regulators; PSO; autonomous microgrid operation; controller scheme; distributed generation unit; dynamic response; harmonics distortion; inner current control loop; intelligent searching algorithm; optimal power control strategy; outer power control loop; particle swarm optimization; power supply quality; real-time self-tuning method; synchronous reference frame; Current control; Mathematical model; Particle swarm optimization; Power control; Pulse width modulation; Regulators; Voltage control; Microgrid; Particle Swarm Optimization (PSO); current controller; power controller;
Conference_Titel :
Innovative Smart Grid Technologies Asia (ISGT), 2011 IEEE PES
Conference_Location :
Perth, WA
Print_ISBN :
978-1-4577-0873-2
Electronic_ISBN :
978-1-4577-0874-9
DOI :
10.1109/ISGT-Asia.2011.6257101