The study of ant colony optimization (ACO) parameters for STATCOM optimization / Melor Md Hodari

Md Hodari, Melor (2010) The study of ant colony optimization (ACO) parameters for STATCOM optimization / Melor Md Hodari. Degree thesis, Universiti Teknologi MARA (UiTM).

Abstract

Continuous demand in power transmission network caused by reactive power has been highlighted as the main factor in voltage depreciation and also increase of total transmission loss. Past studies have reported several possible techniques such as optimal reactive power dispatch, optimal capacitor placement; transformer tap setting and static VAR compensator are solutions for reducing voltage collapse occurrences. This paper presents Ant Colony Optimization (ACO) technique to improve voltage stability condition along with transmission loss and voltage profile monitoring using STATCOM. The purpose is to search for a solution for the best parameters of ACO that will improve the voltages and also to reduce the power losses in an electric power system. The proposed technique was tested using the standard IEEE 30-bus system and the capability of developed ACO in solving continuous optimization problems has been revealed as the added value in the algorithm.

Metadata

Item Type: Thesis (Degree)
Creators:
Creators
Email / ID Num.
Md Hodari, Melor
2007270432
Contributors:
Contribution
Name
Email / ID Num.
Thesis advisor
Nik Ismail, Nik Fasdi
UNSPECIFIED
Divisions: Universiti Teknologi MARA, Shah Alam > Faculty of Electrical Engineering
Programme: Bachelor of Electrical Engineering (Hons.)
Keywords: Ant Colony Optimization, ACO parameters, Voltage Magnitude
Date: 2010
URI: https://ir.uitm.edu.my/id/eprint/84876
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