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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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Main Authors: Wan Ismail, Ibrahim, Mohd Rusllim, Mohamed, Raja Mohd Taufika, Raja Ismail
Format: Conference or Workshop Item
Language:English
English
Published: Institute of Electrical and Electronics Engineers Inc. 2022
Subjects:
T Technology (General)
TA Engineering (General). Civil engineering (General)
TK Electrical engineering. Electronics Nuclear engineering
Online Access: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
http://umpir.ump.edu.my/id/eprint/39435/
https://doi.org/10.1109/I2CACIS54679.2022.9815269
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spelling my.ump.umpir.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 https://doi.org/10.1109/I2CACIS54679.2022.9815269
institution Universiti Malaysia Pahang Al-Sultan Abdullah
building UMPSA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang Al-Sultan Abdullah
content_source UMPSA Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
English
topic T Technology (General)
TA Engineering (General). Civil engineering (General)
TK Electrical engineering. Electronics Nuclear engineering
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
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.
format Conference or Workshop Item
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
title Hybrid HCS-fuzzy mppt algorithm for hydrokinetic energy harnessing
title_short 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_sort hybrid hcs-fuzzy mppt algorithm for hydrokinetic energy harnessing
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2022
url 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
http://umpir.ump.edu.my/id/eprint/39435/
https://doi.org/10.1109/I2CACIS54679.2022.9815269
_version_ 1822923878346784768
score 13.232414

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