Original scientific paper

https://doi.org/10.31803/tg-20190612133530

Placement and Quantitating of FACTS Devices in a Power System Including the Wind Unit to Enhance System Parameters

Amir Bagheran Sharbaf orcid.org/0000-0001-5212-3780 ; Department of Electrical Engineering, Neyshabur Branch, Islamic Azad University, Neyshabur, Iran
Ali Asghar Shojaei ; Department of Electrical Engineering, Neyshabur Branch, Islamic Azad University, Neyshabur, Iran

Abstract

One of the main concerns of network operators is the enhancement of system parameters; accordingly, a set of different means to this end are posed. However, the use of renewable energies such as the wind could increase the importance of the debate over sustainability and conditions of power system parameters. In this study, the condition of said parameters is examined by placing FACTS (Flexible Alternating Current Transmission System) devices in a 24-bus power system including a wind farm. Research data entailing information on the wind and the amount of consumption load per year are classified by using the K-means classification algorithm; then, the objective function is obtained according to the parameters intended for optimization. This function is optimized by using the Honey-bee mating optimization (HBMO) algorithm followed by obtaining the suitable place and amount for FACTS devices. The results showed that the examined parameters are optimized when using FACTS devices.

Keywords

FACTS devices; HBMO algorithm; K-Means algorithm; system’s parameters

Hrčak ID:

239002

URI

https://hrcak.srce.hr/239002

Publication date:

11.6.2020.

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