Online harmonic extraction and synchronization algorithm based control for unified power quality conditioner for microgrid systems
This manuscript proposes an Adaptive Linear Neural Network (ADALINE) based control for the unified power quality conditioner to protect the critical loads from voltage related power quality problems and mitigate the current related power quality problems produced by nonlinear loads. Due to parallel...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2022-04-01
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| Series: | Energy Reports |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S235248472101146X |
| _version_ | 1828404815459254272 |
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| author | Kamrul Hasan Muhammad Murtadha Othman Sheikh Tanzim Meraj Nor Farahaida Abdul Rahman Siti Zaliha Mohammad Noor Ismail Musirin Izham Zainal Abidin |
| author_facet | Kamrul Hasan Muhammad Murtadha Othman Sheikh Tanzim Meraj Nor Farahaida Abdul Rahman Siti Zaliha Mohammad Noor Ismail Musirin Izham Zainal Abidin |
| author_sort | Kamrul Hasan |
| collection | DOAJ |
| description | This manuscript proposes an Adaptive Linear Neural Network (ADALINE) based control for the unified power quality conditioner to protect the critical loads from voltage related power quality problems and mitigate the current related power quality problems produced by nonlinear loads. Due to parallel computing feature and simple algorithm, ADALINE is utilized widely in parameter estimation. In this manuscript, unified ADALINEs based current harmonic extractor for the shunt active power filter is utilized, and an ADALINE based control technique is utilized to produce reference voltages for load voltage compensation. Due to ADALINE control, the necessity of a phase locked loop and conventional filters are omitted, therefore, enabling the system to extract the fundamental components more accurately. Besides, the ability of self-regulating transition from islanded mode to grid-connected mode has ensured that uninterrupted power supply is provided to the critical loads. The system performance is validated through simulation results utilizing MATLAB-Simulink software considering several dynamic conditions, namely unbalanced grid voltage, self-regulating transition, and grid unavailability. |
| first_indexed | 2024-12-10T10:42:22Z |
| format | Article |
| id | doaj.art-dc386514b3c6434086dd83243c35e88a |
| institution | Directory Open Access Journal |
| issn | 2352-4847 |
| language | English |
| last_indexed | 2024-12-10T10:42:22Z |
| publishDate | 2022-04-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Energy Reports |
| spelling | doaj.art-dc386514b3c6434086dd83243c35e88a2022-12-22T01:52:16ZengElsevierEnergy Reports2352-48472022-04-018962971Online harmonic extraction and synchronization algorithm based control for unified power quality conditioner for microgrid systemsKamrul Hasan0Muhammad Murtadha Othman1Sheikh Tanzim Meraj2Nor Farahaida Abdul Rahman3Siti Zaliha Mohammad Noor4Ismail Musirin5Izham Zainal Abidin6Solar Research Institute (SRI), College of Engineering Studies, School of Electrical Engineering, Universiti Teknologi MARA, 40450 Shah Alam, Selangor, MalaysiaSolar Research Institute (SRI), College of Engineering Studies, School of Electrical Engineering, Universiti Teknologi MARA, 40450 Shah Alam, Selangor, Malaysia; Corresponding author.Department of Electrical and Electronics Engineering, Universiti Teknologi PETRONAS, 32610 Seri Iskandar, Perak, MalaysiaSolar Research Institute (SRI), College of Engineering Studies, School of Electrical Engineering, Universiti Teknologi MARA, 40450 Shah Alam, Selangor, MalaysiaSolar Research Institute (SRI), College of Engineering Studies, School of Electrical Engineering, Universiti Teknologi MARA, 40450 Shah Alam, Selangor, MalaysiaSolar Research Institute (SRI), College of Engineering Studies, School of Electrical Engineering, Universiti Teknologi MARA, 40450 Shah Alam, Selangor, MalaysiaCollege of Engineering, Department of Electrical Power Engineering, Universiti Tenaga Nasional, Jalan IKRAM-UNITEN, 43000 Kajang, Selangor, MalaysiaThis manuscript proposes an Adaptive Linear Neural Network (ADALINE) based control for the unified power quality conditioner to protect the critical loads from voltage related power quality problems and mitigate the current related power quality problems produced by nonlinear loads. Due to parallel computing feature and simple algorithm, ADALINE is utilized widely in parameter estimation. In this manuscript, unified ADALINEs based current harmonic extractor for the shunt active power filter is utilized, and an ADALINE based control technique is utilized to produce reference voltages for load voltage compensation. Due to ADALINE control, the necessity of a phase locked loop and conventional filters are omitted, therefore, enabling the system to extract the fundamental components more accurately. Besides, the ability of self-regulating transition from islanded mode to grid-connected mode has ensured that uninterrupted power supply is provided to the critical loads. The system performance is validated through simulation results utilizing MATLAB-Simulink software considering several dynamic conditions, namely unbalanced grid voltage, self-regulating transition, and grid unavailability.http://www.sciencedirect.com/science/article/pii/S235248472101146XBattery energy storageMicrogridNeural networkPower qualitySolar photovoltaicUnified power quality conditioner |
| spellingShingle | Kamrul Hasan Muhammad Murtadha Othman Sheikh Tanzim Meraj Nor Farahaida Abdul Rahman Siti Zaliha Mohammad Noor Ismail Musirin Izham Zainal Abidin Online harmonic extraction and synchronization algorithm based control for unified power quality conditioner for microgrid systems Energy Reports Battery energy storage Microgrid Neural network Power quality Solar photovoltaic Unified power quality conditioner |
| title | Online harmonic extraction and synchronization algorithm based control for unified power quality conditioner for microgrid systems |
| title_full | Online harmonic extraction and synchronization algorithm based control for unified power quality conditioner for microgrid systems |
| title_fullStr | Online harmonic extraction and synchronization algorithm based control for unified power quality conditioner for microgrid systems |
| title_full_unstemmed | Online harmonic extraction and synchronization algorithm based control for unified power quality conditioner for microgrid systems |
| title_short | Online harmonic extraction and synchronization algorithm based control for unified power quality conditioner for microgrid systems |
| title_sort | online harmonic extraction and synchronization algorithm based control for unified power quality conditioner for microgrid systems |
| topic | Battery energy storage Microgrid Neural network Power quality Solar photovoltaic Unified power quality conditioner |
| url | http://www.sciencedirect.com/science/article/pii/S235248472101146X |
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