Optimal capacitor placement in radial distribution system for loss minimization using particle swarm optimization
This final year design project is submitted in partial fulfilment of the requirements for the degree of Master of Science in Electrical and Electronic Engineering, 2022.
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| التنسيق: | Project report |
| اللغة: | English |
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Brac University
2024
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| الوصول للمادة أونلاين: | http://hdl.handle.net/10361/24464 |
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10361-244642024-10-29T21:02:24Z Optimal capacitor placement in radial distribution system for loss minimization using particle swarm optimization Ismail, Abdiwahab Mohamed Huda, A. S. Nazmul Department of Electrical and Electronic Engineering, Brac University Particle Swarm Optimization (PSO) Radial distribution system Optimal Capacitor Placement (OCP) Swarm intelligence. This final year design project is submitted in partial fulfilment of the requirements for the degree of Master of Science in Electrical and Electronic Engineering, 2022. Cataloged from PDF version of final year design project. Includes bibliographical references (pages 40-44). The primary goal of the project is to minimize the system's power loss. In general, power systems are three - stage process: generation, transmission, and distribution. The distribution system is the final component of the system, it is responsible for providing power to the load. It frequently suffers from excessive power loss, which results in a variety of problems, including unbalanced lines, overloaded transformers, and bypassing meter connections. The distribution system power loss can be decreased by equipping it with capacitor banks. However, the issue is how to choose the optimal capacitor bank and bus for the system. This project presents a particle swarm optimization for capacitor placement in a radial distribution system with the goal of reducing the system active and reactive power losses losses and improving the system voltage profile; prior to installing the capacitor banks in the power system, a power flow analysis was performed to determine the system's power loss and to observe the power losses due to different buses. Particle Swarm Optimization determines the location of the capacitor bank on the node. before installing capacitor banks the Active and reactive power losses increase to 6024.85 kW and 3822.68 Mvar, respectively. The particle swarm optimization algorithm selected 10 power system buses and their capacitor banks. After installing the capacitor bank, the active and reactive power losses of the system decrease to 852.8 kW and 440 kVAr, respectively. as a result, the voltage profile of all the system buses is enhanced. Abdiwahab Mohamed Ismail B. Electrical and Electronic Engineering 2024-10-29T04:50:04Z 2024-10-29T04:50:04Z 2022 2022-06 Project report ID 21171005 http://hdl.handle.net/10361/24464 en Brac University project reports are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 54 pages application/pdf Brac University |
| institution |
Brac University |
| collection |
Institutional Repository |
| language |
English |
| topic |
Particle Swarm Optimization (PSO) Radial distribution system Optimal Capacitor Placement (OCP) Swarm intelligence. |
| spellingShingle |
Particle Swarm Optimization (PSO) Radial distribution system Optimal Capacitor Placement (OCP) Swarm intelligence. Ismail, Abdiwahab Mohamed Optimal capacitor placement in radial distribution system for loss minimization using particle swarm optimization |
| description |
This final year design project is submitted in partial fulfilment of the requirements for the degree of Master of Science in Electrical and Electronic Engineering, 2022. |
| author2 |
Huda, A. S. Nazmul |
| author_facet |
Huda, A. S. Nazmul Ismail, Abdiwahab Mohamed |
| format |
Project report |
| author |
Ismail, Abdiwahab Mohamed |
| author_sort |
Ismail, Abdiwahab Mohamed |
| title |
Optimal capacitor placement in radial distribution system for loss minimization using particle swarm optimization |
| title_short |
Optimal capacitor placement in radial distribution system for loss minimization using particle swarm optimization |
| title_full |
Optimal capacitor placement in radial distribution system for loss minimization using particle swarm optimization |
| title_fullStr |
Optimal capacitor placement in radial distribution system for loss minimization using particle swarm optimization |
| title_full_unstemmed |
Optimal capacitor placement in radial distribution system for loss minimization using particle swarm optimization |
| title_sort |
optimal capacitor placement in radial distribution system for loss minimization using particle swarm optimization |
| publisher |
Brac University |
| publishDate |
2024 |
| url |
http://hdl.handle.net/10361/24464 |
| work_keys_str_mv |
AT ismailabdiwahabmohamed optimalcapacitorplacementinradialdistributionsystemforlossminimizationusingparticleswarmoptimization |
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1814308277793587200 |