IMPLEMENTATION OF SOFT COMPUTING TECHNIQUES ON COMBINED OPERATION OF SOLAR SYSTEM WITH UNIFIED POWER QUALITY CONDITIONER FOR POWER QUALITY IMPROVEMENT
Harmonic contamination, non-linear loads, voltage sag-swell and other issues can all have an impact on the quality of electricity. The fluctuation of load side voltage has made it extremely difficult to maintain power quality in recent years. The load side voltage variation solved by optimization te...
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Format: | Article |
Language: | English |
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University of Kragujevac
2023-03-01
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Series: | Proceedings on Engineering Sciences |
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Online Access: | https://pesjournal.net/journal/v5-n1/11.pdf |
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author | Arulkumar Subramanian K.E. Lakshmi prabha A. Abitha Lukas Gebremariam Lapiso Kedir Beshir Abrha Ftsum Berhe |
author_facet | Arulkumar Subramanian K.E. Lakshmi prabha A. Abitha Lukas Gebremariam Lapiso Kedir Beshir Abrha Ftsum Berhe |
author_sort | Arulkumar Subramanian |
collection | DOAJ |
description | Harmonic contamination, non-linear loads, voltage sag-swell and other issues can all have an impact on the quality of electricity. The fluctuation of load side voltage has made it extremely difficult to maintain power quality in recent years. The load side voltage variation solved by optimization technique is suitable for attain good result. The work consist of additional solar system provided with Maximum Power Point Tracking controlled by a Particle Swarm Optimization Technique and fuzzy, Artificial Neural Network based Proportional Integral control technique, which is used in the Unified Power Quality Conditioner, in order to balance and increase to maintain the load side power. Total harmonic distortion has decreased from an average of 2.77 percent for voltage to 1.16 percent, and from an average of 4.48 percent to 2.02 percent for current. Results of the simulation run using MATLAB software. |
first_indexed | 2024-04-10T00:22:13Z |
format | Article |
id | doaj.art-81f2511ee61a43289d0d29ebdb765923 |
institution | Directory Open Access Journal |
issn | 2620-2832 2683-4111 |
language | English |
last_indexed | 2024-04-10T00:22:13Z |
publishDate | 2023-03-01 |
publisher | University of Kragujevac |
record_format | Article |
series | Proceedings on Engineering Sciences |
spelling | doaj.art-81f2511ee61a43289d0d29ebdb7659232023-03-15T17:11:31ZengUniversity of KragujevacProceedings on Engineering Sciences2620-28322683-41112023-03-015111111810.24874/PES05.01.011IMPLEMENTATION OF SOFT COMPUTING TECHNIQUES ON COMBINED OPERATION OF SOLAR SYSTEM WITH UNIFIED POWER QUALITY CONDITIONER FOR POWER QUALITY IMPROVEMENTArulkumar Subramanian 0https://orcid.org/0000-0001-7887-0880K.E. Lakshmi prabha 1https://orcid.org/0000-0003-0825-2133A. Abitha 2https://orcid.org/0000-0001-9257-5044Lukas Gebremariam Lapiso 3https://orcid.org/0000-0002-7386-4032Kedir Beshir 4https://orcid.org/0000-0002-1409-2693Abrha Ftsum Berhe 5https://orcid.org/0000-0003-4971-7689Wachemo University, Hossana, EthiopiaKarpaga Vinayaga college of Engineering and Technology, Chengalpattu, Tamilnadu, IndiaKarpaga Vinayaga college of Engineering and Technology, Chengalpattu, Tamilnadu, IndiaXi’an Jiaotong University, Shaanxi, ChinaWachemo University, Hossana, EthiopiaWachemo University, Hossana, EthiopiaHarmonic contamination, non-linear loads, voltage sag-swell and other issues can all have an impact on the quality of electricity. The fluctuation of load side voltage has made it extremely difficult to maintain power quality in recent years. The load side voltage variation solved by optimization technique is suitable for attain good result. The work consist of additional solar system provided with Maximum Power Point Tracking controlled by a Particle Swarm Optimization Technique and fuzzy, Artificial Neural Network based Proportional Integral control technique, which is used in the Unified Power Quality Conditioner, in order to balance and increase to maintain the load side power. Total harmonic distortion has decreased from an average of 2.77 percent for voltage to 1.16 percent, and from an average of 4.48 percent to 2.02 percent for current. Results of the simulation run using MATLAB software.https://pesjournal.net/journal/v5-n1/11.pdffuzzy logic controlleremerging techniquesconventional controllerpower qualitypsomppt |
spellingShingle | Arulkumar Subramanian K.E. Lakshmi prabha A. Abitha Lukas Gebremariam Lapiso Kedir Beshir Abrha Ftsum Berhe IMPLEMENTATION OF SOFT COMPUTING TECHNIQUES ON COMBINED OPERATION OF SOLAR SYSTEM WITH UNIFIED POWER QUALITY CONDITIONER FOR POWER QUALITY IMPROVEMENT Proceedings on Engineering Sciences fuzzy logic controller emerging techniques conventional controller power quality pso mppt |
title | IMPLEMENTATION OF SOFT COMPUTING TECHNIQUES ON COMBINED OPERATION OF SOLAR SYSTEM WITH UNIFIED POWER QUALITY CONDITIONER FOR POWER QUALITY IMPROVEMENT |
title_full | IMPLEMENTATION OF SOFT COMPUTING TECHNIQUES ON COMBINED OPERATION OF SOLAR SYSTEM WITH UNIFIED POWER QUALITY CONDITIONER FOR POWER QUALITY IMPROVEMENT |
title_fullStr | IMPLEMENTATION OF SOFT COMPUTING TECHNIQUES ON COMBINED OPERATION OF SOLAR SYSTEM WITH UNIFIED POWER QUALITY CONDITIONER FOR POWER QUALITY IMPROVEMENT |
title_full_unstemmed | IMPLEMENTATION OF SOFT COMPUTING TECHNIQUES ON COMBINED OPERATION OF SOLAR SYSTEM WITH UNIFIED POWER QUALITY CONDITIONER FOR POWER QUALITY IMPROVEMENT |
title_short | IMPLEMENTATION OF SOFT COMPUTING TECHNIQUES ON COMBINED OPERATION OF SOLAR SYSTEM WITH UNIFIED POWER QUALITY CONDITIONER FOR POWER QUALITY IMPROVEMENT |
title_sort | implementation of soft computing techniques on combined operation of solar system with unified power quality conditioner for power quality improvement |
topic | fuzzy logic controller emerging techniques conventional controller power quality pso mppt |
url | https://pesjournal.net/journal/v5-n1/11.pdf |
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