A modified ABC algorithm approach for power system harmonic estimation problems
•A power system harmonic estimator is designed in this study.•Proposed estimator is conducted by using modified ABC optimization algorithm.•Several performance analyses are investigated to verify proposed method.•Proposed system can be securely exploited to estimate power harmonics. Electrical harmo...
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| Published in: | Electric power systems research Vol. 154; pp. 160 - 173 |
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| Main Authors: | , , |
| Format: | Journal Article |
| Language: | English |
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Amsterdam
Elsevier B.V
01.01.2018
Elsevier Science Ltd |
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| ISSN: | 0378-7796, 1873-2046 |
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| Abstract | •A power system harmonic estimator is designed in this study.•Proposed estimator is conducted by using modified ABC optimization algorithm.•Several performance analyses are investigated to verify proposed method.•Proposed system can be securely exploited to estimate power harmonics.
Electrical harmonic is an important issue on power quality of electrical systems. Therefore, estimation of power harmonics are essential to design filters to be utilized in electrical power systems for reducing harmonics and their effects on the electrical power systems. In this study, a power system harmonic estimation solution based on modified artificial bee colony (MABC) algorithm have been proposed. The proposed method in this study is different from other hybrid techniques previously reported ones since estimation processes are mainly focused on decreasing computational complexity and time. In order to provide more accurate and comprehensive estimation results for the proposed method, two different experiments are investigated. Obtained results by the performed experiments showed that the proposed harmonic estimator provides several advantages such as offering very low computational time, more accurate estimation of amplitude and phase values for all conditions and low complexity. |
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| AbstractList | Electrical harmonic is an important issue on power quality of electrical systems. Therefore, estimation of power harmonics are essential to design filters to be utilized in electrical power systems for reducing harmonics and their effects on the electrical power systems. In this study, a power system harmonic estimation solution based on modified artificial bee colony (MABC) algorithm have been proposed. The proposed method in this study is different from other hybrid techniques previously reported ones since estimation processes are mainly focused on decreasing computational complexity and time. In order to provide more accurate and comprehensive estimation results for the proposed method, two different experiments are investigated. Obtained results by the performed experiments showed that the proposed harmonic estimator provides several advantages such as offering very low computational time, more accurate estimation of amplitude and phase values for all conditions and low complexity. •A power system harmonic estimator is designed in this study.•Proposed estimator is conducted by using modified ABC optimization algorithm.•Several performance analyses are investigated to verify proposed method.•Proposed system can be securely exploited to estimate power harmonics. Electrical harmonic is an important issue on power quality of electrical systems. Therefore, estimation of power harmonics are essential to design filters to be utilized in electrical power systems for reducing harmonics and their effects on the electrical power systems. In this study, a power system harmonic estimation solution based on modified artificial bee colony (MABC) algorithm have been proposed. The proposed method in this study is different from other hybrid techniques previously reported ones since estimation processes are mainly focused on decreasing computational complexity and time. In order to provide more accurate and comprehensive estimation results for the proposed method, two different experiments are investigated. Obtained results by the performed experiments showed that the proposed harmonic estimator provides several advantages such as offering very low computational time, more accurate estimation of amplitude and phase values for all conditions and low complexity. |
| Author | Kabalci, Yasin Kockanat, Serdar Kabalci, Ersan |
| Author_xml | – sequence: 1 givenname: Yasin surname: Kabalci fullname: Kabalci, Yasin email: yasinkabalci@ohu.edu.tr organization: Department of Electrical and Electronics Engineering, Nigde Omer Halisdemir University, 51240 Nigde, Turkey – sequence: 2 givenname: Serdar surname: Kockanat fullname: Kockanat, Serdar email: skockanat@cumhuriyet.edu.tr organization: Department of Electrical and Electronics Engineering, Cumhuriyet University, 58140 Sivas, Turkey – sequence: 3 givenname: Ersan surname: Kabalci fullname: Kabalci, Ersan email: kabalci@nevsehir.edu.tr organization: Department of Electrical and Electronics Engineering, Faculty of Engineering and Architecture, Nevsehir HBV University, 50300 Nevsehir, Turkey |
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| Cites_doi | 10.1109/TIE.2004.825282 10.1049/ip-gtd:19970717 10.1109/TIE.2010.2048293 10.1109/TPWRD.2008.917656 10.1109/TPWRD.2010.2049276 10.1016/j.ijepes.2016.04.018 10.1109/TIE.2009.2024658 10.1016/j.asoc.2010.12.001 10.1109/TIE.2011.2157281 10.1016/j.ins.2010.07.015 10.1109/TIM.2008.925005 10.1016/j.asoc.2009.05.002 10.1109/TPWRD.2010.2064341 10.1109/TPWRD.2002.807458 10.1109/TPWRD.2005.858769 10.1007/s00500-015-1877-0 10.1016/j.asoc.2012.03.008 10.1109/TIE.2010.2081957 10.1016/j.asoc.2012.12.006 10.1109/TPWRD.2008.2002660 10.1016/j.ijepes.2016.01.046 |
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| Snippet | •A power system harmonic estimator is designed in this study.•Proposed estimator is conducted by using modified ABC optimization algorithm.•Several performance... Electrical harmonic is an important issue on power quality of electrical systems. Therefore, estimation of power harmonics are essential to design filters to... |
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| SubjectTerms | Complexity Computing time Electric power Electric power systems Estimation Harmonic analysis Harmonics Modified artificial bee colony algorithm Optimization algorithms Swarm intelligence |
| Title | A modified ABC algorithm approach for power system harmonic estimation problems |
| URI | https://dx.doi.org/10.1016/j.epsr.2017.08.019 https://www.proquest.com/docview/2032462940 |
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