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Optimal Distributed Generation Installation Using Multistage Artificial Immune System

FYP 2 SEM 2 2019/2020

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Main Author: Wan Muhammad Mirza Bin Wan Azahari
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Language:English
Published: 2023
Subjects:
Multistage Artifical Immune System
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id my.uniten.dspace-21209
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spelling my.uniten.dspace-212092023-05-04T17:30:48Z Optimal Distributed Generation Installation Using Multistage Artificial Immune System Wan Muhammad Mirza Bin Wan Azahari Multistage Artifical Immune System FYP 2 SEM 2 2019/2020 This thesis presents the application of Multistage Artificial Immune System (MAIS) optimization algorithm to solve the Distributed Generation (DG) installation problems in the transmission network. MAIS algorithm is developed using the MATLAB programming language and the IEEE 26-Bus Reliability Test System, (RTS) is used for the implementation. Furthermore, the IEEE 26-Bus Reliability Test System consist of three different sizes of DGs (DG1, DG2 and DG3), which can be classified into three main categories which are small (0.005MW-5MW), medium (5MW-50MW), and large (50MW-300MW). Once the MAIS is developed, the performance of the MAIS is tested based on three case studies which are Base Case, (N-1) Line Contingency and (N-2) Line Contingency. The results obtained from the MAIS is then compared and analysed with a single Artificial Immune System (AIS) optimization technique. It is found that the MAIS optimization technique outperformed the AIS optimization technique during the analysis of the results based on the different case studies. 2023-05-03T16:14:28Z 2023-05-03T16:14:28Z 2020-02 https://irepository.uniten.edu.my/handle/123456789/21209 en application/pdf
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
language English
topic Multistage Artifical Immune System
spellingShingle Multistage Artifical Immune System
Wan Muhammad Mirza Bin Wan Azahari
Optimal Distributed Generation Installation Using Multistage Artificial Immune System
description FYP 2 SEM 2 2019/2020
format
author Wan Muhammad Mirza Bin Wan Azahari
author_facet Wan Muhammad Mirza Bin Wan Azahari
author_sort Wan Muhammad Mirza Bin Wan Azahari
title Optimal Distributed Generation Installation Using Multistage Artificial Immune System
title_short Optimal Distributed Generation Installation Using Multistage Artificial Immune System
title_full Optimal Distributed Generation Installation Using Multistage Artificial Immune System
title_fullStr Optimal Distributed Generation Installation Using Multistage Artificial Immune System
title_full_unstemmed Optimal Distributed Generation Installation Using Multistage Artificial Immune System
title_sort optimal distributed generation installation using multistage artificial immune system
publishDate 2023
_version_ 1806425749742157824
score 13.211869

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