Comparisons of PI and ANN controllers for shunt HPF based on STF-PQ Algorithm under distorted grid voltage
This paper proposes a shunt hybrid power filter (HPF) for harmonic currents and reactive power compensation under a distorted voltage and in a pollutedenvironment. For this purpose, the reference current of the shunt HPF is computed based on the instantaneous reactive power (p-q) theory with self tu...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
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Institute of Advanced Engineering and Science (IAES)
2019
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| Online Access: | http://umpir.ump.edu.my/id/eprint/30037/ http://umpir.ump.edu.my/id/eprint/30037/1/Comparisons%20of%20PI%20and%20ANN%20controllers.pdf |
| _version_ | 1848823419192213504 |
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| author | Omran, Mohamed Asghaiyer Izzeldin, I. Mohd Abu Zaharin, Ahmad Salem, Mohamed Almelian, Mohamad Milood Awang, Jusoh Sutikno, Tole |
| author_facet | Omran, Mohamed Asghaiyer Izzeldin, I. Mohd Abu Zaharin, Ahmad Salem, Mohamed Almelian, Mohamad Milood Awang, Jusoh Sutikno, Tole |
| author_sort | Omran, Mohamed Asghaiyer |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | This paper proposes a shunt hybrid power filter (HPF) for harmonic currents and reactive power compensation under a distorted voltage and in a pollutedenvironment. For this purpose, the reference current of the shunt HPF is computed based on the instantaneous reactive power (p-q) theory with self tuning filter (STF). In order to adjust the dc voltage as a reference value, PI and ANN controllers have been utilized. Moreover, the system has been implemented and simulated in a MATLAB-SIMULINK platform, and selected results are presented. Therefore, the results verified the good dynamic performance, transient stability and strong robustness of the ANN controller. Furthermore, the shunt HAPF with ANN controller has been found to be in agreement with the IEEE 519-1992 standard recommendations on harmonic levels. |
| first_indexed | 2025-11-15T02:56:50Z |
| format | Article |
| id | ump-30037 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T02:56:50Z |
| publishDate | 2019 |
| publisher | Institute of Advanced Engineering and Science (IAES) |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-300372020-11-24T05:03:50Z http://umpir.ump.edu.my/id/eprint/30037/ Comparisons of PI and ANN controllers for shunt HPF based on STF-PQ Algorithm under distorted grid voltage Omran, Mohamed Asghaiyer Izzeldin, I. Mohd Abu Zaharin, Ahmad Salem, Mohamed Almelian, Mohamad Milood Awang, Jusoh Sutikno, Tole TK Electrical engineering. Electronics Nuclear engineering This paper proposes a shunt hybrid power filter (HPF) for harmonic currents and reactive power compensation under a distorted voltage and in a pollutedenvironment. For this purpose, the reference current of the shunt HPF is computed based on the instantaneous reactive power (p-q) theory with self tuning filter (STF). In order to adjust the dc voltage as a reference value, PI and ANN controllers have been utilized. Moreover, the system has been implemented and simulated in a MATLAB-SIMULINK platform, and selected results are presented. Therefore, the results verified the good dynamic performance, transient stability and strong robustness of the ANN controller. Furthermore, the shunt HAPF with ANN controller has been found to be in agreement with the IEEE 519-1992 standard recommendations on harmonic levels. Institute of Advanced Engineering and Science (IAES) 2019 Article PeerReviewed pdf en cc_by_4 http://umpir.ump.edu.my/id/eprint/30037/1/Comparisons%20of%20PI%20and%20ANN%20controllers.pdf Omran, Mohamed Asghaiyer and Izzeldin, I. Mohd and Abu Zaharin, Ahmad and Salem, Mohamed and Almelian, Mohamad Milood and Awang, Jusoh and Sutikno, Tole (2019) Comparisons of PI and ANN controllers for shunt HPF based on STF-PQ Algorithm under distorted grid voltage. International Journal of Power Electronics and Drive System (IJPEDS), 10 (3). pp. 1339-1346. ISSN 2088-8694 (print); 2088-8694 (online). (Published) http://doi.org/10.11591/ijpeds.v10.i3.pp1339-1346 http://doi.org/10.11591/ijpeds.v10.i3.pp1339-1346 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Omran, Mohamed Asghaiyer Izzeldin, I. Mohd Abu Zaharin, Ahmad Salem, Mohamed Almelian, Mohamad Milood Awang, Jusoh Sutikno, Tole Comparisons of PI and ANN controllers for shunt HPF based on STF-PQ Algorithm under distorted grid voltage |
| title | Comparisons of PI and ANN controllers for shunt HPF based on STF-PQ Algorithm under distorted grid voltage |
| title_full | Comparisons of PI and ANN controllers for shunt HPF based on STF-PQ Algorithm under distorted grid voltage |
| title_fullStr | Comparisons of PI and ANN controllers for shunt HPF based on STF-PQ Algorithm under distorted grid voltage |
| title_full_unstemmed | Comparisons of PI and ANN controllers for shunt HPF based on STF-PQ Algorithm under distorted grid voltage |
| title_short | Comparisons of PI and ANN controllers for shunt HPF based on STF-PQ Algorithm under distorted grid voltage |
| title_sort | comparisons of pi and ann controllers for shunt hpf based on stf-pq algorithm under distorted grid voltage |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/30037/ http://umpir.ump.edu.my/id/eprint/30037/ http://umpir.ump.edu.my/id/eprint/30037/ http://umpir.ump.edu.my/id/eprint/30037/1/Comparisons%20of%20PI%20and%20ANN%20controllers.pdf |