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All Journal Mechatronics, Electrical Power, and Vehicular Technology Jurnal Teknik ITS IPTEK Journal of Proceedings Series Proceeding of the Electrical Engineering Computer Science and Informatics Journal of Honai Math Jurnal Teknik Informatika (JUTIF) Jurnal Jaringan Telekomunikasi Sewagati Jurnal Pengabdian Masyarakat Nasional
Imam Wahyudi Farid
Departemen Teknik Electro Otomasi Institut Teknologi Sepuluh November Surabaya
Arts Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Education Electrical & Electronics Engineering Engineering Languange, Linguistic, Communication & Media Mathematics Public Health Social Sciences Other

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Journal : mechatronics electrical power and vehicular technology

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Optimal selection of LQR parameter using AIS for LFC in a multi-area power system Abdillah, Muhammad; Setiadi, Herlambang; Reihara, Adelhard Beni; Mahmoud, Karar; Farid, Imam Wahyudi; Soeprijanto, Adi
Journal of Mechatronics, Electrical Power and Vehicular Technology Vol 7, No 2 (2016)
Publisher : Research Centre for Electrical Power and Mechatronics, Indonesian Istitutes of Sciences

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (3287.043 KB) | DOI: 10.14203/j.mev.2016.v7.93-104

Abstract

This paper proposes a method to optimize the parameter of the linear quadratic regulator (LQR) using artificial immune system (AIS) via clonal selection. The parameters of LQR utilized in this paper are the weighting matrices Q and R. The optimal LQR control for load frequency control (LFC) is installed on each area as a decentralized control scheme. The aim of this control design is to improve the dynamic performance of LFC automatically when unexpected load change occurred on power system network. The change of load demands 0.01 p.u used as a disturbance is applied to LFC in Area 1. The proposed method guarantees the stability of the overall closed-loop system. The simulation result shows that the proposed method can reduce the overshoot of the system and compress the time response to steady-state which is better compared to trial error method (TEM) and without optimal LQR control.
Optimal selection of LQR parameter using AIS for LFC in a multi-area power system Muhammad Abdillah; Herlambang Setiadi; Adelhard Beni Reihara; Karar Mahmoud; Imam Wahyudi Farid; Adi Soeprijanto
Journal of Mechatronics, Electrical Power and Vehicular Technology Vol 7, No 2 (2016)
Publisher : National Research and Innovation Agency

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14203/j.mev.2016.v7.93-104

Abstract

This paper proposes a method to optimize the parameter of the linear quadratic regulator (LQR) using artificial immune system (AIS) via clonal selection. The parameters of LQR utilized in this paper are the weighting matrices Q and R. The optimal LQR control for load frequency control (LFC) is installed on each area as a decentralized control scheme. The aim of this control design is to improve the dynamic performance of LFC automatically when unexpected load change occurred on power system network. The change of load demands 0.01 p.u used as a disturbance is applied to LFC in Area 1. The proposed method guarantees the stability of the overall closed-loop system. The simulation result shows that the proposed method can reduce the overshoot of the system and compress the time response to steady-state which is better compared to trial error method (TEM) and without optimal LQR control.
Co-Authors Adelhard Beni Reihara Adhim, Fauzi Imaduddin Adi Soeprijanto Ahmad Sabila Al Kindhi, Berlian Aliansyah, Zulhaj Aliffianto, Lutfir Rahman Arif Luqman Bangga, Galih Brillianto, Muhammad Rakha Chairunnisa Chairunnisa Chairunnisa, Chairunnisa Ciptian Weried Priananda Damara Achmad Fenanda Didit Prasetyo Didit Prasetyo Dini Ermavitalini Divan Andika Yuhansyah Dzulfikar Ats Tsauri Enny Zulaika Faisal, Muhammad Farah Julita Fitrianawati, Meita Galih Bangga Ghiffari, Muhammad Ilham Hendranata, Yongki Herlambang Setiadi Herlambang Setiadi Herlambang Setiadi Hutomo, Peter Go Iqbal Aulia Lazuardi Karar Mahmoud Kartika Kusuma Wardani Khatulistiwa, Savero Janus Khoiri, Mohamad Khothib, Abdurrohman Al Kristanti Indah Purwani Kristiadi Stefanus Kuswytasari, Nengah Dwianita Lastomo, Dwi Lilik Nurindah Sari Louis Putra Lucky Putri Rahayu Lukman Hakim Mahira, Balqis Mahmoud, Karar Mochamad Hariadi Muhammad Abdillah Muhammad Abdillah Muhammad Faisal Musthofa, Arif Nasrulloh, Fikri Ahmad Dwi Nugrahardi Ramadhani Nur Hidayatul Alami Nur Robiah Nofikusumawati Peni Nurul Jadid Peter Go Hutomo Prakoso, Reno Radix Pramudhita, Alfian Samudra Priambodo, Joko Putra, Louis Reihara, Adelhard Beni Rosmaliati, Rosmaliati Sabila, Ahmad Shovitri, Maya Sri Fatmawati Stefanus, Kristiadi Taurista Perdana Syawitri, Taurista Perdana Tedi Mursalat Farqo Tutik Nurhidayati Utama, Harris Fikri Satria Wicaksono, Ilham Agung Wirdatul Muslihatin Yongki Hendranata Yosia Enggar Kurniawan