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Journal : Bulletin of Electrical Engineering and Informatics

Enhancement of frequency transient response using fuzzy-PID controller considering high penetration of doubly fed induction generators Abdillah, Muhammad; Solehan, Alfi; Pertiwi, Nita Indriani; Setiadi, Herlambang; Jasmine, Senit Araminta; Afif, Yusrizal; Delfianti, Rezi
Bulletin of Electrical Engineering and Informatics Vol 13, No 4: August 2024
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eei.v13i4.6481

Abstract

In modern power systems, renewable-based power plant such as wind power system is integrated significantly. Among numerous types of wind power systems doubly fed induction generators (DFIG) is becoming favorable in the last few years. However, adding a wind power plant could give a new challenge to the power system, especially in frequency stability. Hence, it is important to control the frequency of the power system to be able to find its initial condition in every condition. Generally, the frequency of the power system can be controlled by using automatic generation control (AGC). AGC is used to maintain the balance between generating capacity and the load by adding integral control to the governor. However, with more and more wind power systems in the grid conventional AGC is unsuitable. Hence, it is important to have an advanced AGC based on the artificial intelligence method. This paper proposed the application of fuzzy-proportional integrator derivative (fuzzy-PID) for AGC in power systems considering the high penetration of wind power systems. From the simulation results, it is found that the proposed method can reduce the overshoot and accelerate the settling time of frequency better than using conventional AGC.
Design type-2 fuzzy for superconducting magnetic energy storage to enhance frequency transient response Abdillah, Muhammad; Bagus Laksono, Arie; Indriani Pertiwi, Nita; Aryo Nugroho, Teguh; Setiadi, Herlambang; Araminta Jasmine, Senit; Evanda Putra, Naufal
Bulletin of Electrical Engineering and Informatics Vol 14, No 1: February 2025
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eei.v14i1.6654

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.
Smart virtual rotor for frequency stability enhancement considering inverter-based renewable energy sources Setiadi, Herlambang; Nuris Syifa, Baity; Abdillah, Muhammad; Afif, Yusrizal
Bulletin of Electrical Engineering and Informatics Vol 14, No 5: October 2025
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eei.v14i5.9648

Abstract

This paper proposes a novel smart virtual rotor controller (VRC) that combines the Bat Algorithm (BA) with extreme learning machine (ELM) to enhance frequency stability in power systems. To reflect the impact of renewable integration, inverter-based power plants are incorporated to simulate high levels of penetration from power-electronics-based generation. The proposed method first tunes the virtual rotor parameters (virtual inertia and damping control) using BA under varying operating conditions. These parameters are then trained with ELM to enable adaptive control across different scenarios. Time-domain simulations demonstrate that the proposed approach outperforms existing methods in terms of frequency nadir and settling time, while also achieving a significant reduction in execution time, requiring only 0.0033 seconds.
Co-Authors Abdillah, Muh Abdul Mutalib, Muhammad Abraham Lomi Adi Soeprijanto Afdal , Afdal Alfarizal, Niksen Andi Marwan Elhanafi, Andi Marwan Anindita Septiarini, Anindita Araminta Jasmine, Senit Arifuddin, Nur Arjadi, R Harry Arne Huzaimah, Arne Asmita, Sri Atika Atika Awan Uji Krismanto Bagus Laksono, Arie Baharuddin Baharuddin Bidayatul Hidayah, Fitri Bimantoro, Ilham Budi Haryanto Bunga Firdausy, Sahnaya Destrio, Yosvico Dina Aminata, Diah Dirta Pratama Atiyatna Evanda Putra, Naufal Fauzan, Ahmad Nur Fauziah Fauziah Febriani, Fenti Firmansyah, Akmal Fitrian, Ansya Fuadah, Luk Luk Hadi, Danu Hardianti, Nia Hartiwiningsih Hartiwiningsih Haryono, Wasis Hasanah, Mahmudatul Herlambang Setiadi Herri Trilaksana Hidayat, Ahmad Nur Hikmatullah, Fajar Holijah Holijah Idrus, Irnawaty Idrus, Loly Subhiaty Imam Wahyudi Farid Indriani Pertiwi, Nita intan permata sari Jamilah, Wardatul Jasmine, Senit Araminta Jayadiharja, Tirta Jones, Karl O. Kadir, Muhammad Akob Kasmita Kasmita Krolczyk, Grzegorz Laila, Nur Quma Lusiana Lusiana Lusiana Ma'ruf Idris, Muhummad Mahmoud, Karar Marshanda, Sherly Dwi Marzuki, Marza Ikhsan Maulana, Akbar Maulana, Ferbyansyah Gilang Muhammad Ardian, Muhammad Muhammad Arifin Muhammad Davi Labib, Radimas Putra Muhammad Harun Muhammad Muhammad Muhammad Rustamaji Muhammad Syarif, Muhammad Mukhnizar Mukhtaruddin Mukhtaruddin Munawwaroh , Siti mustaufir Mustaufir, Mustaufir Nasruddin Nasruddin Nasution, Imam Gunawan Ningrum, Adek Kesuma Novelia, Riska Nugroho, Herminarto Nugroho, Teguh Aryo Nurhidayat, Rifki Nuris Syifa, Baity Nurramadhani A. Sida Nurul Faqih, M. Paddiyatu, Nurhikmah Parawansah Parawansah, Parawansah Perani Rosyani Pertiwi, Hana Pertiwi, Pertiwi, Nita Indriani Pramudito, Wahyu Agung Pratama, Dhika Wahyu Pratama, Septian Rizki Prayogi, Soni Puji Astuti, Tri Marhaeni Puspitasari, Novianti Rafi Pratama, Aditya Rahardja, Dimas Revindra Rahmadani, Ulfa Novianti Rahmawati, Rahmawati Ramadhani, Rizka Rambani, Tyasni Malaeka Ramon Zamora, Ramon Rasyad , Sabilal Reihara, Adelhard Beni Rezi Delfianti Rika Henda Safitri, Rika Henda Rini, Enggar Puspa Risal Abu Risnawati Risnawati Rizal Kholiq, Abdul Robi’ah, Siti Mitazali Roffi, Teuku Muhammad ROHANA ROHANA Rohmawati Rohmawati Rostami, Soheila Rozi, Fachul S Suprapto Santoso , Iwan Sarira, Brayen Tisra Seno Darmanto Sianipar, Tina Evalina Siregar, Sabrina Fajriani Siti Sri Wulandari Solehan, Alfi Somantri Sri Utami Handayani Sulistiyanta, Sulistiyanta Suparni Suparni Syahril Jamil, Syahril Syauqi, Muhammad Tahis, Ita Priati Tahta Amrillah Tamudin, M. Teguh Aryo Nugroho, Teguh Tertiarto Wahyudi Torik, Muhammad Umi Kalsum Uswatun Hasanah Wahid Lutfhi, M. Wahyu Caesarendra Wahyu Dwi Lestari Wahyudi, Muhammad Zidane Wibowo, Wahyu Kunto Widyawati, Winda Youmil Abrian Yusri, Andi Yusrizal Afif, Yusrizal Zamili, Lasniati Zulkarnain Zulkarnain