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Sensorless Fuzzy Logic Controller (FLC) based maximum power point tracking (mppt) algorithm for hydrokinetic energy harnessing

This paper presents a sensor-less control strategy based on the Fuzzy Logic Controller (FLC) Maximum Power Point Tracking Algorithm (MPPT) for stand-alone hydrokinetic energy harnessing in the river. The FLC MPPT algorithm was proposed due to the variation of the water velocity and the weakness of t...

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Main Authors: Wan Ismail, Ibrahim, Mohd Ikhwan, Abdul Hamid, Mohd Rusllim, Mohamed, Mohd Riduwan, Ghazali, Raja Ismail, Raja Mohd Taufika
Format: Conference or Workshop Item
Language:English
English
Published: Institution of Engineering and Technology 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/41973/1/Sensorless%20Fuzzy%20Logic%20Controller%20%28FLC%29%20based%20maximum%20power%20point.pdf
http://umpir.ump.edu.my/id/eprint/41973/2/Sensorless%20Fuzzy%20Logic%20Controller%20%28FLC%29%20based%20maximum%20power%20point%20tracking%20%28mppt%29%20algorithm%20for%20hydrokinetic%20energy%20harnessing_ABS.pdf
http://umpir.ump.edu.my/id/eprint/41973/
https://doi.org/10.1049/icp.2022.2649
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spelling my.ump.umpir.419732024-08-30T00:27:11Z http://umpir.ump.edu.my/id/eprint/41973/ Sensorless Fuzzy Logic Controller (FLC) based maximum power point tracking (mppt) algorithm for hydrokinetic energy harnessing Wan Ismail, Ibrahim Mohd Ikhwan, Abdul Hamid Mohd Rusllim, Mohamed Mohd Riduwan, Ghazali Raja Ismail, Raja Mohd Taufika T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering This paper presents a sensor-less control strategy based on the Fuzzy Logic Controller (FLC) Maximum Power Point Tracking Algorithm (MPPT) for stand-alone hydrokinetic energy harnessing in the river. The FLC MPPT algorithm was proposed due to the variation of the water velocity and the weakness of the conventional MPPT algorithm, such as the Perturb and Observe (P&O) MPPT algorithm under highly nonlinear water velocity. The hydrokinetic comprises a water turbine, permanent magnet synchronous generator (PMSG), passive rectifier, and DC boost converter. In this work, MATLAB/Simulink has been implemented to design the circuit topology for hydrokinetic technology. Then, the modeling of the complete system has been simulated under the different speeds of water velocities. The proposed FLC MPPT has been compared to the conventional P&O MPPT algorithm regarding power efficiency and tracking response time. The results show that the proposed FLC MPPT algorithm achieved an average 93 % efficiency in extracting the output power and a 35.49 % faster response time than the P&O MPPT algorithm. Institution of Engineering and Technology 2022 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/41973/1/Sensorless%20Fuzzy%20Logic%20Controller%20%28FLC%29%20based%20maximum%20power%20point.pdf pdf en http://umpir.ump.edu.my/id/eprint/41973/2/Sensorless%20Fuzzy%20Logic%20Controller%20%28FLC%29%20based%20maximum%20power%20point%20tracking%20%28mppt%29%20algorithm%20for%20hydrokinetic%20energy%20harnessing_ABS.pdf Wan Ismail, Ibrahim and Mohd Ikhwan, Abdul Hamid and Mohd Rusllim, Mohamed and Mohd Riduwan, Ghazali and Raja Ismail, Raja Mohd Taufika (2022) Sensorless Fuzzy Logic Controller (FLC) based maximum power point tracking (mppt) algorithm for hydrokinetic energy harnessing. In: IET Conference Proceedings. 2022 Engineering Technology International Conference, ETIC 2022 , 7 - 8 September 2022 , Kuantan, Virtual. pp. 391-396., 2022 (22). ISSN 2732-4494 ISBN 978-183953782-0 (Published) https://doi.org/10.1049/icp.2022.2649
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 Ikhwan, Abdul Hamid
Mohd Rusllim, Mohamed
Mohd Riduwan, Ghazali
Raja Ismail, Raja Mohd Taufika
Sensorless Fuzzy Logic Controller (FLC) based maximum power point tracking (mppt) algorithm for hydrokinetic energy harnessing
description This paper presents a sensor-less control strategy based on the Fuzzy Logic Controller (FLC) Maximum Power Point Tracking Algorithm (MPPT) for stand-alone hydrokinetic energy harnessing in the river. The FLC MPPT algorithm was proposed due to the variation of the water velocity and the weakness of the conventional MPPT algorithm, such as the Perturb and Observe (P&O) MPPT algorithm under highly nonlinear water velocity. The hydrokinetic comprises a water turbine, permanent magnet synchronous generator (PMSG), passive rectifier, and DC boost converter. In this work, MATLAB/Simulink has been implemented to design the circuit topology for hydrokinetic technology. Then, the modeling of the complete system has been simulated under the different speeds of water velocities. The proposed FLC MPPT has been compared to the conventional P&O MPPT algorithm regarding power efficiency and tracking response time. The results show that the proposed FLC MPPT algorithm achieved an average 93 % efficiency in extracting the output power and a 35.49 % faster response time than the P&O MPPT algorithm.
format Conference or Workshop Item
author Wan Ismail, Ibrahim
Mohd Ikhwan, Abdul Hamid
Mohd Rusllim, Mohamed
Mohd Riduwan, Ghazali
Raja Ismail, Raja Mohd Taufika
author_facet Wan Ismail, Ibrahim
Mohd Ikhwan, Abdul Hamid
Mohd Rusllim, Mohamed
Mohd Riduwan, Ghazali
Raja Ismail, Raja Mohd Taufika
author_sort Wan Ismail, Ibrahim
title Sensorless Fuzzy Logic Controller (FLC) based maximum power point tracking (mppt) algorithm for hydrokinetic energy harnessing
title_short Sensorless Fuzzy Logic Controller (FLC) based maximum power point tracking (mppt) algorithm for hydrokinetic energy harnessing
title_full Sensorless Fuzzy Logic Controller (FLC) based maximum power point tracking (mppt) algorithm for hydrokinetic energy harnessing
title_fullStr Sensorless Fuzzy Logic Controller (FLC) based maximum power point tracking (mppt) algorithm for hydrokinetic energy harnessing
title_full_unstemmed Sensorless Fuzzy Logic Controller (FLC) based maximum power point tracking (mppt) algorithm for hydrokinetic energy harnessing
title_sort sensorless fuzzy logic controller (flc) based maximum power point tracking (mppt) algorithm for hydrokinetic energy harnessing
publisher Institution of Engineering and Technology
publishDate 2022
url http://umpir.ump.edu.my/id/eprint/41973/1/Sensorless%20Fuzzy%20Logic%20Controller%20%28FLC%29%20based%20maximum%20power%20point.pdf
http://umpir.ump.edu.my/id/eprint/41973/2/Sensorless%20Fuzzy%20Logic%20Controller%20%28FLC%29%20based%20maximum%20power%20point%20tracking%20%28mppt%29%20algorithm%20for%20hydrokinetic%20energy%20harnessing_ABS.pdf
http://umpir.ump.edu.my/id/eprint/41973/
https://doi.org/10.1049/icp.2022.2649
_version_ 1822924601150144512
score 13.232414

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