Optimal design of passive power filters using genetic algorithm
Recent advances in the field of power electronic technology and growing and wide-spread uses of nonlinear loads are responsible for the generation of the harmonics in the power system; this significantly degrades the power quality. One of the most common methods to reduce harmonic distortion is to u...
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| Format: | Thesis |
| Language: | English |
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2015
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| Online Access: | http://eprints.utm.my/53915/1/FaizMuhammdMFKE2015.pdf |
| _version_ | 1796859918494466048 |
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| author | Muhammd, Faiz |
| author_facet | Muhammd, Faiz |
| author_sort | Muhammd, Faiz |
| collection | ePrints |
| description | Recent advances in the field of power electronic technology and growing and wide-spread uses of nonlinear loads are responsible for the generation of the harmonics in the power system; this significantly degrades the power quality. One of the most common methods to reduce harmonic distortion is to use the passive filters. The objective of this research is to develop a system with three-phase uncontrolled rectifier for harmonic analysis and to design an optimal harmonic passive filter. Since the applications of “artificial intelligence” has been increased to find the practical solutions for the recent developments in engineering and technology. Therefore, it has been decided to apply genetic algorithm for the optimization of passive filter design. In order to fulfil the objectives, optimum passive power filters are designed using MATLAB software. The optimal filter improves the system performance by reducing the harmonic distortion which complies with the standard limits. |
| first_indexed | 2024-03-05T19:34:21Z |
| format | Thesis |
| id | utm.eprints-53915 |
| institution | Universiti Teknologi Malaysia - ePrints |
| language | English |
| last_indexed | 2024-03-05T19:34:21Z |
| publishDate | 2015 |
| record_format | dspace |
| spelling | utm.eprints-539152020-10-08T03:19:28Z http://eprints.utm.my/53915/ Optimal design of passive power filters using genetic algorithm Muhammd, Faiz TK Electrical engineering. Electronics Nuclear engineering Recent advances in the field of power electronic technology and growing and wide-spread uses of nonlinear loads are responsible for the generation of the harmonics in the power system; this significantly degrades the power quality. One of the most common methods to reduce harmonic distortion is to use the passive filters. The objective of this research is to develop a system with three-phase uncontrolled rectifier for harmonic analysis and to design an optimal harmonic passive filter. Since the applications of “artificial intelligence” has been increased to find the practical solutions for the recent developments in engineering and technology. Therefore, it has been decided to apply genetic algorithm for the optimization of passive filter design. In order to fulfil the objectives, optimum passive power filters are designed using MATLAB software. The optimal filter improves the system performance by reducing the harmonic distortion which complies with the standard limits. 2015-06 Thesis NonPeerReviewed application/pdf en http://eprints.utm.my/53915/1/FaizMuhammdMFKE2015.pdf Muhammd, Faiz (2015) Optimal design of passive power filters using genetic algorithm. Masters thesis, Universiti Teknologi Malaysia, Faculty of Electrical Engineering. http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:85628 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Muhammd, Faiz Optimal design of passive power filters using genetic algorithm |
| title | Optimal design of passive power filters using genetic algorithm |
| title_full | Optimal design of passive power filters using genetic algorithm |
| title_fullStr | Optimal design of passive power filters using genetic algorithm |
| title_full_unstemmed | Optimal design of passive power filters using genetic algorithm |
| title_short | Optimal design of passive power filters using genetic algorithm |
| title_sort | optimal design of passive power filters using genetic algorithm |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://eprints.utm.my/53915/1/FaizMuhammdMFKE2015.pdf |
| work_keys_str_mv | AT muhammdfaiz optimaldesignofpassivepowerfiltersusinggeneticalgorithm |