Optimization of electric and magnetic field intensities in proximity of power lines using genetic and particle swarm algorithms
The paper presents optimization of power line geometrical parameters aimed to reduce the intensity of the electric field and magnetic field intensity under an overhead power line with the use of a genetic algorithm (AG) and particle swarm optimization (PSO). The variation of charge distribution alon...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Polish Academy of Sciences
2018-11-01
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| Series: | Archives of Electrical Engineering |
| Subjects: | |
| Online Access: | https://journals.pan.pl/Content/108843/PDF/art09.pdf |
| _version_ | 1811315773255188480 |
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| author | Krzysztof Król Wojciech Machczyński |
| author_facet | Krzysztof Król Wojciech Machczyński |
| author_sort | Krzysztof Król |
| collection | DOAJ |
| description | The paper presents optimization of power line geometrical parameters aimed to reduce the intensity of the electric field and magnetic field intensity under an overhead power line with the use of a genetic algorithm (AG) and particle swarm optimization (PSO). The variation of charge distribution along the conductors as well as the sag of the overhead line and induced currents in earth wires were taken into account. The conductor sag was approximated by a chain curve. The charge simulation method (CSM) and the method of images were used in the simulations of an electric field, while a magnetic field were calculated using the Biot–Savart law. Sample calculations in a three-dimensional system were made for a 220 kV single – circuit power line. A comparison of the used optimization algorithms was made. |
| first_indexed | 2024-04-13T11:36:10Z |
| format | Article |
| id | doaj.art-4ef7ec6267a14e6db798e9229fd09326 |
| institution | Directory Open Access Journal |
| issn | 2300-2506 |
| language | English |
| last_indexed | 2024-04-13T11:36:10Z |
| publishDate | 2018-11-01 |
| publisher | Polish Academy of Sciences |
| record_format | Article |
| series | Archives of Electrical Engineering |
| spelling | doaj.art-4ef7ec6267a14e6db798e9229fd093262022-12-22T02:48:26ZengPolish Academy of SciencesArchives of Electrical Engineering2300-25062018-11-01vol. 67No 4https://doi.org/10.24425/aee.2018.124743Optimization of electric and magnetic field intensities in proximity of power lines using genetic and particle swarm algorithmsKrzysztof KrólWojciech MachczyńskiThe paper presents optimization of power line geometrical parameters aimed to reduce the intensity of the electric field and magnetic field intensity under an overhead power line with the use of a genetic algorithm (AG) and particle swarm optimization (PSO). The variation of charge distribution along the conductors as well as the sag of the overhead line and induced currents in earth wires were taken into account. The conductor sag was approximated by a chain curve. The charge simulation method (CSM) and the method of images were used in the simulations of an electric field, while a magnetic field were calculated using the Biot–Savart law. Sample calculations in a three-dimensional system were made for a 220 kV single – circuit power line. A comparison of the used optimization algorithms was made.https://journals.pan.pl/Content/108843/PDF/art09.pdfpower lineelectric fieldmagnetic fieldoptimizationgenetic algorithmparticle swarm algorithm |
| spellingShingle | Krzysztof Król Wojciech Machczyński Optimization of electric and magnetic field intensities in proximity of power lines using genetic and particle swarm algorithms Archives of Electrical Engineering power line electric field magnetic field optimization genetic algorithm particle swarm algorithm |
| title | Optimization of electric and magnetic field intensities in proximity of power lines using genetic and particle swarm algorithms |
| title_full | Optimization of electric and magnetic field intensities in proximity of power lines using genetic and particle swarm algorithms |
| title_fullStr | Optimization of electric and magnetic field intensities in proximity of power lines using genetic and particle swarm algorithms |
| title_full_unstemmed | Optimization of electric and magnetic field intensities in proximity of power lines using genetic and particle swarm algorithms |
| title_short | Optimization of electric and magnetic field intensities in proximity of power lines using genetic and particle swarm algorithms |
| title_sort | optimization of electric and magnetic field intensities in proximity of power lines using genetic and particle swarm algorithms |
| topic | power line electric field magnetic field optimization genetic algorithm particle swarm algorithm |
| url | https://journals.pan.pl/Content/108843/PDF/art09.pdf |
| work_keys_str_mv | AT krzysztofkrol optimizationofelectricandmagneticfieldintensitiesinproximityofpowerlinesusinggeneticandparticleswarmalgorithms AT wojciechmachczynski optimizationofelectricandmagneticfieldintensitiesinproximityofpowerlinesusinggeneticandparticleswarmalgorithms |