Hybrid HCS-fuzzy mppt algorithm for hydrokinetic energy harnessing
This paper proposes a hybrid maximum power point tracking (MPPT) algorithm for the stand-alone hydrokinetic technology in river application. The fixed stepsize Hill Climbing Search (HCS) algorithm is widely used due to its simplicity. However, the operating point oscillates around the maximum power...
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| Format: | Conference or Workshop Item |
| Language: | English English |
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Institute of Electrical and Electronics Engineers Inc.
2022
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| Online Access: | http://umpir.ump.edu.my/id/eprint/39435/ http://umpir.ump.edu.my/id/eprint/39435/1/Hybrid%20HCS-Fuzzy%20MPPT%20Algorithm%20for%20Hydrokinetic%20Energy%20Harnessing.pdf http://umpir.ump.edu.my/id/eprint/39435/2/Hybrid%20HCS-fuzzy%20mppt%20algorithm%20for%20hydrokinetic%20energy%20harnessing_ABS.pdf |
| _version_ | 1848825768464875520 |
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| author | Wan Ismail, Ibrahim Mohd Rusllim, Mohamed Raja Mohd Taufika, Raja Ismail |
| author_facet | Wan Ismail, Ibrahim Mohd Rusllim, Mohamed Raja Mohd Taufika, Raja Ismail |
| author_sort | Wan Ismail, Ibrahim |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | This paper proposes a hybrid maximum power point tracking (MPPT) algorithm for the stand-alone hydrokinetic technology in river application. The fixed stepsize Hill Climbing Search (HCS) algorithm is widely used due to its simplicity. However, the operating point oscillates around the maximum power point (MPP) during dynamic steady-state resulting waste some amount of energy. The proposed algorithm is the combination of the Fuzzy Logic Controller (FLC) and HCS algorithm to provide the variable step-size to eradicate the limitation of conventional HCS algorithm. The proposed algorithm has been compared with the Small Step HCS (SS-HCS) to investigate the performance of the algorithm. The simulation results illustrated the proposed algorithm (Fuzzy-HCS) improved the output power with 89.91 % efficiency and minimizes oscillation during dynamic steady-state. |
| first_indexed | 2025-11-15T03:34:10Z |
| format | Conference or Workshop Item |
| id | ump-39435 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-15T03:34:10Z |
| publishDate | 2022 |
| publisher | Institute of Electrical and Electronics Engineers Inc. |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-394352023-11-29T07:23:37Z http://umpir.ump.edu.my/id/eprint/39435/ Hybrid HCS-fuzzy mppt algorithm for hydrokinetic energy harnessing Wan Ismail, Ibrahim Mohd Rusllim, Mohamed Raja Mohd Taufika, Raja Ismail T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering This paper proposes a hybrid maximum power point tracking (MPPT) algorithm for the stand-alone hydrokinetic technology in river application. The fixed stepsize Hill Climbing Search (HCS) algorithm is widely used due to its simplicity. However, the operating point oscillates around the maximum power point (MPP) during dynamic steady-state resulting waste some amount of energy. The proposed algorithm is the combination of the Fuzzy Logic Controller (FLC) and HCS algorithm to provide the variable step-size to eradicate the limitation of conventional HCS algorithm. The proposed algorithm has been compared with the Small Step HCS (SS-HCS) to investigate the performance of the algorithm. The simulation results illustrated the proposed algorithm (Fuzzy-HCS) improved the output power with 89.91 % efficiency and minimizes oscillation during dynamic steady-state. Institute of Electrical and Electronics Engineers Inc. 2022 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/39435/1/Hybrid%20HCS-Fuzzy%20MPPT%20Algorithm%20for%20Hydrokinetic%20Energy%20Harnessing.pdf pdf en http://umpir.ump.edu.my/id/eprint/39435/2/Hybrid%20HCS-fuzzy%20mppt%20algorithm%20for%20hydrokinetic%20energy%20harnessing_ABS.pdf Wan Ismail, Ibrahim and Mohd Rusllim, Mohamed and Raja Mohd Taufika, Raja Ismail (2022) Hybrid HCS-fuzzy mppt algorithm for hydrokinetic energy harnessing. In: 2022 IEEE International Conference on Automatic Control and Intelligent Systems, I2CACIS 2022 - Proceedings , 25 June 2022 , Shah Alam. pp. 119-124. (180716). ISBN 978-166549581-3 (Published) https://doi.org/10.1109/I2CACIS54679.2022.9815269 |
| spellingShingle | T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering Wan Ismail, Ibrahim Mohd Rusllim, Mohamed Raja Mohd Taufika, Raja Ismail Hybrid HCS-fuzzy mppt algorithm for hydrokinetic energy harnessing |
| title | Hybrid HCS-fuzzy mppt algorithm for hydrokinetic energy harnessing |
| title_full | Hybrid HCS-fuzzy mppt algorithm for hydrokinetic energy harnessing |
| title_fullStr | Hybrid HCS-fuzzy mppt algorithm for hydrokinetic energy harnessing |
| title_full_unstemmed | Hybrid HCS-fuzzy mppt algorithm for hydrokinetic energy harnessing |
| title_short | Hybrid HCS-fuzzy mppt algorithm for hydrokinetic energy harnessing |
| title_sort | hybrid hcs-fuzzy mppt algorithm for hydrokinetic energy harnessing |
| topic | T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/39435/ http://umpir.ump.edu.my/id/eprint/39435/ http://umpir.ump.edu.my/id/eprint/39435/1/Hybrid%20HCS-Fuzzy%20MPPT%20Algorithm%20for%20Hydrokinetic%20Energy%20Harnessing.pdf http://umpir.ump.edu.my/id/eprint/39435/2/Hybrid%20HCS-fuzzy%20mppt%20algorithm%20for%20hydrokinetic%20energy%20harnessing_ABS.pdf |