Online harmonic extraction and synchronization algorithm based control for unified power quality conditioner for microgrid systems
Adaptive control systems; Battery storage; Microgrids; Online systems; Power quality; Quality control; Solar power generation; Adaptive linear neural network; Battery energy storage; Critical load; Harmonic extraction; Microgrid; Neural network based control; Neural-networks; Power quality problem;...
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2023
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my.uniten.dspace-269332023-05-29T17:37:55Z Online harmonic extraction and synchronization algorithm based control for unified power quality conditioner for microgrid systems Hasan K. Othman M.M. Meraj S.T. Rahman N.F.A. Noor S.Z.M. Musirin I. Abidin I.Z. 57205215021 35944613200 57202610180 35793962400 16022920600 8620004100 35606640500 Adaptive control systems; Battery storage; Microgrids; Online systems; Power quality; Quality control; Solar power generation; Adaptive linear neural network; Battery energy storage; Critical load; Harmonic extraction; Microgrid; Neural network based control; Neural-networks; Power quality problem; Solar photovoltaics; Unified power quality conditioners; MATLAB 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. � 2021 The Author(s) Final 2023-05-29T09:37:55Z 2023-05-29T09:37:55Z 2022 Article 10.1016/j.egyr.2021.11.002 2-s2.0-85120462319 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85120462319&doi=10.1016%2fj.egyr.2021.11.002&partnerID=40&md5=c0f7e90014fac7af52cc1f6dab626e1e https://irepository.uniten.edu.my/handle/123456789/26933 8 962 971 All Open Access, Gold Elsevier Ltd Scopus |
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| description |
Adaptive control systems; Battery storage; Microgrids; Online systems; Power quality; Quality control; Solar power generation; Adaptive linear neural network; Battery energy storage; Critical load; Harmonic extraction; Microgrid; Neural network based control; Neural-networks; Power quality problem; Solar photovoltaics; Unified power quality conditioners; MATLAB |
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57205215021 |
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57205215021 Hasan K. Othman M.M. Meraj S.T. Rahman N.F.A. Noor S.Z.M. Musirin I. Abidin I.Z. |
| format |
Article |
| author |
Hasan K. Othman M.M. Meraj S.T. Rahman N.F.A. Noor S.Z.M. Musirin I. Abidin I.Z. |
| spellingShingle |
Hasan K. Othman M.M. Meraj S.T. Rahman N.F.A. Noor S.Z.M. Musirin I. Abidin I.Z. Online harmonic extraction and synchronization algorithm based control for unified power quality conditioner for microgrid systems |
| author_sort |
Hasan K. |
| title |
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_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_sort |
online harmonic extraction and synchronization algorithm based control for unified power quality conditioner for microgrid systems |
| publisher |
Elsevier Ltd |
| publishDate |
2023 |
| _version_ |
1806426516273233920 |
| score |
13.214268 |