Optimal placement and sizing of shunt capacitors in distorted distribution systems using a hybrid algorithm
In this paper, a novel hybrid phasor particle swarm optimization and gravitational search algorithm, namely the hybrid PPSOGSA algorithm, is proposed to find the optimal size and location of shunt capacitors in distribution systems with non-linear loads. The performance of PPSOGSA are st...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Faculty of Technical Sciences in Cacak
2021-01-01
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| Series: | Serbian Journal of Electrical Engineering |
| Subjects: | |
| Online Access: | http://www.doiserbia.nb.rs/img/doi/1451-4869/2021/1451-48692101115M.pdf |
| _version_ | 1818952614290653184 |
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| author | Milovanović Miloš Radosavljević Jordan Perović Bojan |
| author_facet | Milovanović Miloš Radosavljević Jordan Perović Bojan |
| author_sort | Milovanović Miloš |
| collection | DOAJ |
| description | In this paper, a novel hybrid phasor particle swarm optimization and
gravitational search algorithm, namely the hybrid PPSOGSA algorithm, is
proposed to find the optimal size and location of shunt capacitors in
distribution systems with non-linear loads. The performance of PPSOGSA are
studied and evaluated using the IEEE 9- and 85-bus test systems with the
objective of minimizing the total annual cost of the system. The procedure
is conducted taking into account effects of harmonic distortion and discrete
size of capacitors available in the market. Simulation results are compared
with those obtained by other optimization techniques, and verified using the
Electrical Transient Analysis Program (ETAP). It was established that that
the hybrid PPSOGSA algorithm provides better solutions in terms of
convergence and accuracy. |
| first_indexed | 2024-12-20T09:53:10Z |
| format | Article |
| id | doaj.art-a0b45a3e1c184ff0b9c8e7c336793dcc |
| institution | Directory Open Access Journal |
| issn | 1451-4869 2217-7183 |
| language | English |
| last_indexed | 2024-12-20T09:53:10Z |
| publishDate | 2021-01-01 |
| publisher | Faculty of Technical Sciences in Cacak |
| record_format | Article |
| series | Serbian Journal of Electrical Engineering |
| spelling | doaj.art-a0b45a3e1c184ff0b9c8e7c336793dcc2022-12-21T19:44:33ZengFaculty of Technical Sciences in CacakSerbian Journal of Electrical Engineering1451-48692217-71832021-01-0118111513510.2298/SJEE2101115M1451-48692101115MOptimal placement and sizing of shunt capacitors in distorted distribution systems using a hybrid algorithmMilovanović Miloš0https://orcid.org/0000-0001-9273-2628Radosavljević Jordan1https://orcid.org/0000-0001-9722-3662Perović Bojan2Faculty of Technical Sciences, University of Priština in Kosovska Mitrovica, Kosovska Mitrovica, SerbiaFaculty of Technical Sciences, University of Priština in Kosovska Mitrovica, Kosovska Mitrovica, SerbiaFaculty of Technical Sciences, University of Priština in Kosovska Mitrovica, Kosovska Mitrovica, SerbiaIn this paper, a novel hybrid phasor particle swarm optimization and gravitational search algorithm, namely the hybrid PPSOGSA algorithm, is proposed to find the optimal size and location of shunt capacitors in distribution systems with non-linear loads. The performance of PPSOGSA are studied and evaluated using the IEEE 9- and 85-bus test systems with the objective of minimizing the total annual cost of the system. The procedure is conducted taking into account effects of harmonic distortion and discrete size of capacitors available in the market. Simulation results are compared with those obtained by other optimization techniques, and verified using the Electrical Transient Analysis Program (ETAP). It was established that that the hybrid PPSOGSA algorithm provides better solutions in terms of convergence and accuracy.http://www.doiserbia.nb.rs/img/doi/1451-4869/2021/1451-48692101115M.pdfcapacitor placementdistribution systemharmonic distortionhybrid algorithm |
| spellingShingle | Milovanović Miloš Radosavljević Jordan Perović Bojan Optimal placement and sizing of shunt capacitors in distorted distribution systems using a hybrid algorithm Serbian Journal of Electrical Engineering capacitor placement distribution system harmonic distortion hybrid algorithm |
| title | Optimal placement and sizing of shunt capacitors in distorted distribution systems using a hybrid algorithm |
| title_full | Optimal placement and sizing of shunt capacitors in distorted distribution systems using a hybrid algorithm |
| title_fullStr | Optimal placement and sizing of shunt capacitors in distorted distribution systems using a hybrid algorithm |
| title_full_unstemmed | Optimal placement and sizing of shunt capacitors in distorted distribution systems using a hybrid algorithm |
| title_short | Optimal placement and sizing of shunt capacitors in distorted distribution systems using a hybrid algorithm |
| title_sort | optimal placement and sizing of shunt capacitors in distorted distribution systems using a hybrid algorithm |
| topic | capacitor placement distribution system harmonic distortion hybrid algorithm |
| url | http://www.doiserbia.nb.rs/img/doi/1451-4869/2021/1451-48692101115M.pdf |
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