Loss minimization in power system utilizing Multiagent Immune Evolutionary Programming (MAIEP) technique / Aziz Mat Ramly

Mat Ramly, Aziz (2011) Loss minimization in power system utilizing Multiagent Immune Evolutionary Programming (MAIEP) technique / Aziz Mat Ramly. Degree thesis, Universiti Teknologi MARA (UiTM).

Abstract

Electrical power system are designed and operated to meet the continuous variation of power demand. The optimal Reactive Power Planning (RPP) is one of a vital approach to reduce total system loss and hence minimize the loss in operation of the system. Thus, this paper presents the enhancement of loss minimization in power system through optimal RPP using an optimization technique, termed as Multiagent Immune Evolutionary Programming (MAIEP) technique. The concept of MAIEP is developed base on combination of Multiagent System (MAS), Artificial Immune System (AIS) and Evolutionary Programming (EP). In realizing the effectiveness of the purposed technique, validation is conducted on the IEEE 30-Bus Reliability Test System (RTS). The program also was developed by using MATLAB software. Initially for this research in evaluating the performance of MAIEP technique to reduce the total power loss is, by monitoring the pre-optimization condition, which didn't use any optimization technique. Then, the result from pre-optimization will be compare with the result that obtained from post optimization where use the RPP and MAIEP technique. From the result that be obtained during post optimization, it show that the performance of implementation of RPP as optimal power flow (OPF) approach utilizing MAIEP optimization technique with minimize the total power losses as the objective function has given a significant in reduction total power loss in power system.

Metadata

Item Type: Thesis (Degree)
Creators:
Creators
Email / ID Num.
Mat Ramly, Aziz
UNSPECIFIED
Contributors:
Contribution
Name
Email / ID Num.
Thesis advisor
Aminudin, Norziana
UNSPECIFIED
Divisions: Universiti Teknologi MARA, Shah Alam > Faculty of Electrical Engineering
Programme: Bachelor of Electrical Engineering (Hons.)
Keywords: OPF, MAIEP, MATLAB
Date: 2011
URI: https://ir.uitm.edu.my/id/eprint/84553
Edit Item
Edit Item

Download

[thumbnail of 84553.pdf] Text
84553.pdf

Download (142kB)

Digital Copy

Digital (fulltext) is available at:

Physical Copy

Physical status and holdings:
Item Status:
On Shelf

ID Number

84553

Indexing

Statistic

Statistic details