Design of Fuzzy Logic Control Based on SEPIC Converter for MPPT on Wind Turbine

Muhammad Khamim Asy'ari; Mohammad Berel Toriki; Berliya Elsa Apriajumita; Ali Musyafa

doi:10.1109/ISITIA56226.2022.9855319

Design of Fuzzy Logic Control Based on SEPIC Converter for MPPT on Wind Turbine

Muhammad Khamim Asy'ari
, Mohammad Berel Toriki
, Berliya Elsa Apriajumita
, Ali Musyafa

Institut Teknologi Sepuluh Nopember

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Citations (Scopus)

Abstract

Wind energy is one of the renewable energies being developed in Indonesia. The conversion of wind energy into electrical energy can be done through wind turbines. The wind turbine system requires a control method for maximum power point tracking (MPPT) through a converter. Fuzzy logic control (FLC) is used as the MPPT algorithm because the construction is simpler and more efficient than other methods. The SEPIC converter has the advantage of not reversing the polarity. This study aims to design FLC based on SEPIC converter for MPPT on wind turbines. The control method used is FLC with variations in the type and number of inputs so that there are 3 types of MPPT-FLC methods. Method 1 uses wind speed, method 2 uses changes in input power and changes in input voltage and method 3 uses wind speed and input voltage as input while duty cycle as output for all methods. The MPPT-FLC method 2 was able to produce a maximum output power of 275.22 with an increase of up to 83.78 percent as a result.

Original language	English
Title of host publication	2022 International Seminar on Intelligent Technology and Its Applications
Subtitle of host publication	Advanced Innovations of Electrical Systems for Humanity, ISITIA 2022 - Proceeding
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	444-448
Number of pages	5
ISBN (Electronic)	9781665460811
DOIs	https://doi.org/10.1109/ISITIA56226.2022.9855319
Publication status	Published - 2022
Event	23rd International Seminar on Intelligent Technology and Its Applications, ISITIA 2022 - Virtual, Surabaya, Indonesia Duration: 20 Jul 2022 → 21 Jul 2022

Publication series

Name	2022 International Seminar on Intelligent Technology and Its Applications: Advanced Innovations of Electrical Systems for Humanity, ISITIA 2022 - Proceeding

Conference

Conference	23rd International Seminar on Intelligent Technology and Its Applications, ISITIA 2022
Country/Territory	Indonesia
City	Virtual, Surabaya
Period	20/07/22 → 21/07/22

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

contol methods
power
renewable energy
wind energy

Access to Document

10.1109/ISITIA56226.2022.9855319

Cite this

Asy'ari, M. K., Toriki, M. B., Apriajumita, B. E., & Musyafa, A. (2022). Design of Fuzzy Logic Control Based on SEPIC Converter for MPPT on Wind Turbine. In 2022 International Seminar on Intelligent Technology and Its Applications: Advanced Innovations of Electrical Systems for Humanity, ISITIA 2022 - Proceeding (pp. 444-448). (2022 International Seminar on Intelligent Technology and Its Applications: Advanced Innovations of Electrical Systems for Humanity, ISITIA 2022 - Proceeding). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISITIA56226.2022.9855319

Asy'ari, Muhammad Khamim ; Toriki, Mohammad Berel ; Apriajumita, Berliya Elsa et al. / Design of Fuzzy Logic Control Based on SEPIC Converter for MPPT on Wind Turbine. 2022 International Seminar on Intelligent Technology and Its Applications: Advanced Innovations of Electrical Systems for Humanity, ISITIA 2022 - Proceeding. Institute of Electrical and Electronics Engineers Inc., 2022. pp. 444-448 (2022 International Seminar on Intelligent Technology and Its Applications: Advanced Innovations of Electrical Systems for Humanity, ISITIA 2022 - Proceeding).

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title = "Design of Fuzzy Logic Control Based on SEPIC Converter for MPPT on Wind Turbine",

abstract = "Wind energy is one of the renewable energies being developed in Indonesia. The conversion of wind energy into electrical energy can be done through wind turbines. The wind turbine system requires a control method for maximum power point tracking (MPPT) through a converter. Fuzzy logic control (FLC) is used as the MPPT algorithm because the construction is simpler and more efficient than other methods. The SEPIC converter has the advantage of not reversing the polarity. This study aims to design FLC based on SEPIC converter for MPPT on wind turbines. The control method used is FLC with variations in the type and number of inputs so that there are 3 types of MPPT-FLC methods. Method 1 uses wind speed, method 2 uses changes in input power and changes in input voltage and method 3 uses wind speed and input voltage as input while duty cycle as output for all methods. The MPPT-FLC method 2 was able to produce a maximum output power of 275.22 with an increase of up to 83.78 percent as a result.",

keywords = "contol methods, power, renewable energy, wind energy",

author = "Asy'ari, \{Muhammad Khamim\} and Toriki, \{Mohammad Berel\} and Apriajumita, \{Berliya Elsa\} and Ali Musyafa",

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language = "English",

series = "2022 International Seminar on Intelligent Technology and Its Applications: Advanced Innovations of Electrical Systems for Humanity, ISITIA 2022 - Proceeding",

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Asy'ari, MK, Toriki, MB, Apriajumita, BE & Musyafa, A 2022, Design of Fuzzy Logic Control Based on SEPIC Converter for MPPT on Wind Turbine. in 2022 International Seminar on Intelligent Technology and Its Applications: Advanced Innovations of Electrical Systems for Humanity, ISITIA 2022 - Proceeding. 2022 International Seminar on Intelligent Technology and Its Applications: Advanced Innovations of Electrical Systems for Humanity, ISITIA 2022 - Proceeding, Institute of Electrical and Electronics Engineers Inc., pp. 444-448, 23rd International Seminar on Intelligent Technology and Its Applications, ISITIA 2022, Virtual, Surabaya, Indonesia, 20/07/22. https://doi.org/10.1109/ISITIA56226.2022.9855319

Design of Fuzzy Logic Control Based on SEPIC Converter for MPPT on Wind Turbine. / Asy'ari, Muhammad Khamim; Toriki, Mohammad Berel; Apriajumita, Berliya Elsa et al.
2022 International Seminar on Intelligent Technology and Its Applications: Advanced Innovations of Electrical Systems for Humanity, ISITIA 2022 - Proceeding. Institute of Electrical and Electronics Engineers Inc., 2022. p. 444-448 (2022 International Seminar on Intelligent Technology and Its Applications: Advanced Innovations of Electrical Systems for Humanity, ISITIA 2022 - Proceeding).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Design of Fuzzy Logic Control Based on SEPIC Converter for MPPT on Wind Turbine

AU - Asy'ari, Muhammad Khamim

AU - Toriki, Mohammad Berel

AU - Apriajumita, Berliya Elsa

AU - Musyafa, Ali

PY - 2022

Y1 - 2022

N2 - Wind energy is one of the renewable energies being developed in Indonesia. The conversion of wind energy into electrical energy can be done through wind turbines. The wind turbine system requires a control method for maximum power point tracking (MPPT) through a converter. Fuzzy logic control (FLC) is used as the MPPT algorithm because the construction is simpler and more efficient than other methods. The SEPIC converter has the advantage of not reversing the polarity. This study aims to design FLC based on SEPIC converter for MPPT on wind turbines. The control method used is FLC with variations in the type and number of inputs so that there are 3 types of MPPT-FLC methods. Method 1 uses wind speed, method 2 uses changes in input power and changes in input voltage and method 3 uses wind speed and input voltage as input while duty cycle as output for all methods. The MPPT-FLC method 2 was able to produce a maximum output power of 275.22 with an increase of up to 83.78 percent as a result.

AB - Wind energy is one of the renewable energies being developed in Indonesia. The conversion of wind energy into electrical energy can be done through wind turbines. The wind turbine system requires a control method for maximum power point tracking (MPPT) through a converter. Fuzzy logic control (FLC) is used as the MPPT algorithm because the construction is simpler and more efficient than other methods. The SEPIC converter has the advantage of not reversing the polarity. This study aims to design FLC based on SEPIC converter for MPPT on wind turbines. The control method used is FLC with variations in the type and number of inputs so that there are 3 types of MPPT-FLC methods. Method 1 uses wind speed, method 2 uses changes in input power and changes in input voltage and method 3 uses wind speed and input voltage as input while duty cycle as output for all methods. The MPPT-FLC method 2 was able to produce a maximum output power of 275.22 with an increase of up to 83.78 percent as a result.

KW - contol methods

KW - power

KW - renewable energy

KW - wind energy

UR - https://www.scopus.com/pages/publications/85137927262

U2 - 10.1109/ISITIA56226.2022.9855319

DO - 10.1109/ISITIA56226.2022.9855319

M3 - Conference contribution

AN - SCOPUS:85137927262

T3 - 2022 International Seminar on Intelligent Technology and Its Applications: Advanced Innovations of Electrical Systems for Humanity, ISITIA 2022 - Proceeding

SP - 444

EP - 448

BT - 2022 International Seminar on Intelligent Technology and Its Applications

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 23rd International Seminar on Intelligent Technology and Its Applications, ISITIA 2022

Y2 - 20 July 2022 through 21 July 2022

ER -

Asy'ari MK, Toriki MB, Apriajumita BE, Musyafa A. Design of Fuzzy Logic Control Based on SEPIC Converter for MPPT on Wind Turbine. In 2022 International Seminar on Intelligent Technology and Its Applications: Advanced Innovations of Electrical Systems for Humanity, ISITIA 2022 - Proceeding. Institute of Electrical and Electronics Engineers Inc. 2022. p. 444-448. (2022 International Seminar on Intelligent Technology and Its Applications: Advanced Innovations of Electrical Systems for Humanity, ISITIA 2022 - Proceeding). doi: 10.1109/ISITIA56226.2022.9855319

Design of Fuzzy Logic Control Based on SEPIC Converter for MPPT on Wind Turbine

Abstract

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UN SDGs

Keywords

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