Design type-2 fuzzy for superconducting magnetic energy storage to enhance frequency transient response

Muhammad Abdillah; Arie Bagus Laksono; Nita Indriani Pertiwi; Teguh Aryo Nugroho; Herlambang Setiadi; Senit Araminta Jasmine; Naufal Evanda Putra

doi:10.11591/eei.v14i1.6654

Design type-2 fuzzy for superconducting magnetic energy storage to enhance frequency transient response

Muhammad Abdillah, Arie Bagus Laksono, Nita Indriani Pertiwi, Teguh Aryo Nugroho, Herlambang Setiadi, Senit Araminta Jasmine, Naufal Evanda Putra

Research output: Contribution to journal › Article › peer-review

Abstract

Renewable energy has become a new trend in power systems. Renewable-based power plants such as wind power systems and photovoltaics. This paper proposed a novel method for inertia emulation based on superconducting magnetic energy storage (SMES). To get better inertia support for the system, a type-2 fuzzy controller is used as the SMES controller. An area power system is used as the test system to investigate the performance of type-2 fuzzy controller on SMES. Time domain simulation is carried out to show the efficacy of the proposed method. From the simulation results, it is found that the proposed controller can reduce the overshoot of frequency by up to 20% compared to the type-1 fuzzy controller. It is also hoped that the proposed method can be used as a reference of the Industrial people.

Original language	English
Pages (from-to)	73-82
Number of pages	10
Journal	Bulletin of Electrical Engineering and Informatics
Volume	14
Issue number	1
DOIs	https://doi.org/10.11591/eei.v14i1.6654
Publication status	Published - Feb 2025

Keywords

Clean energy technology
Energy storage
Frequency stability
Superconducting magnetic
Type-2 fuzzy controller
energy storage

UN SDGs

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

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10.11591/eei.v14i1.6654

Cite this

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title = "Design type-2 fuzzy for superconducting magnetic energy storage to enhance frequency transient response",

abstract = "Renewable energy has become a new trend in power systems. Renewable-based power plants such as wind power systems and photovoltaics. This paper proposed a novel method for inertia emulation based on superconducting magnetic energy storage (SMES). To get better inertia support for the system, a type-2 fuzzy controller is used as the SMES controller. An area power system is used as the test system to investigate the performance of type-2 fuzzy controller on SMES. Time domain simulation is carried out to show the efficacy of the proposed method. From the simulation results, it is found that the proposed controller can reduce the overshoot of frequency by up to 20% compared to the type-1 fuzzy controller. It is also hoped that the proposed method can be used as a reference of the Industrial people.",

keywords = "Clean energy technology, Energy storage, Frequency stability, Superconducting magnetic, Type-2 fuzzy controller, energy storage",

author = "Muhammad Abdillah and Laksono, {Arie Bagus} and Pertiwi, {Nita Indriani} and Nugroho, {Teguh Aryo} and Herlambang Setiadi and Jasmine, {Senit Araminta} and Putra, {Naufal Evanda}",

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doi = "10.11591/eei.v14i1.6654",

language = "English",

volume = "14",

pages = "73--82",

journal = "Bulletin of Electrical Engineering and Informatics",

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T1 - Design type-2 fuzzy for superconducting magnetic energy storage to enhance frequency transient response

AU - Abdillah, Muhammad

AU - Laksono, Arie Bagus

AU - Pertiwi, Nita Indriani

AU - Nugroho, Teguh Aryo

AU - Setiadi, Herlambang

AU - Jasmine, Senit Araminta

AU - Putra, Naufal Evanda

PY - 2025/2

Y1 - 2025/2

N2 - Renewable energy has become a new trend in power systems. Renewable-based power plants such as wind power systems and photovoltaics. This paper proposed a novel method for inertia emulation based on superconducting magnetic energy storage (SMES). To get better inertia support for the system, a type-2 fuzzy controller is used as the SMES controller. An area power system is used as the test system to investigate the performance of type-2 fuzzy controller on SMES. Time domain simulation is carried out to show the efficacy of the proposed method. From the simulation results, it is found that the proposed controller can reduce the overshoot of frequency by up to 20% compared to the type-1 fuzzy controller. It is also hoped that the proposed method can be used as a reference of the Industrial people.

AB - Renewable energy has become a new trend in power systems. Renewable-based power plants such as wind power systems and photovoltaics. This paper proposed a novel method for inertia emulation based on superconducting magnetic energy storage (SMES). To get better inertia support for the system, a type-2 fuzzy controller is used as the SMES controller. An area power system is used as the test system to investigate the performance of type-2 fuzzy controller on SMES. Time domain simulation is carried out to show the efficacy of the proposed method. From the simulation results, it is found that the proposed controller can reduce the overshoot of frequency by up to 20% compared to the type-1 fuzzy controller. It is also hoped that the proposed method can be used as a reference of the Industrial people.

KW - Clean energy technology

KW - Energy storage

KW - Frequency stability

KW - Superconducting magnetic

KW - Type-2 fuzzy controller

KW - energy storage

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JO - Bulletin of Electrical Engineering and Informatics

JF - Bulletin of Electrical Engineering and Informatics

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ER -

Design type-2 fuzzy for superconducting magnetic energy storage to enhance frequency transient response

Abstract

Keywords

UN SDGs

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