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All Journal Jurnal Pamator : Jurnal Ilmiah Universitas Trunojoyo Madura Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan JURNAL PENDIDIKAN TAMBUSAI JE-Unisla Journal of Robotics and Control (JRC) Indonesian Journal of Engineering and Technology (INAJET) Jurnal Bumigora Information Technology (BITe) INAJEEE (Indonesian Journal of Electrical and Electronics Engineering) Journal Zetroem Journal of Electrical Engineering and Computer (JEECOM) JURPIKAT (Jurnal Pengabdian Kepada Masyarakat) JASEE Journal of Application and Science on Electrical Engineering Jurnal Ilmiah Wahana Pendidikan Jurnal Teknik Elektro (JTE) PROFICIO: Jurnal Pengabdian Masyarakat Abimanyu: Journal of Community Engagement East Asian Journal of Multidisciplinary Research (EAJMR) Jurnal Pemberdayaan Masyarakat Jurnal Pendidikan Teknik Elektro
Farid Baskoro
Universitas Negeri Surabaya
Religion Aerospace Engineering Arts Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Mechanical Engineering Public Health Social Sciences Other

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Journal : Journal of Robotics and Control (JRC)

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A Novel Hybrid Prairie Dog Optimization Algorithm - Marine Predator Algorithm for Tuning Parameters Power System Stabilizer Aribowo, Widi; Rohman, Miftahur; Baskoro, Farid; Harimurti, Rina; Yamasari, Yuni; Yustanti, Wiyli
Journal of Robotics and Control (JRC) Vol 4, No 5 (2023)
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/jrc.v4i5.19521

Abstract

The article presents the parameter tuning of the Power System Stabilizer (PSS) using the hybrid method. The hybrid methods proposed in this article are Praire Dog Optimization (PDO) and Marine Predator Algorithm (MPA). The proposed method can be called PDOMPA. In the PDOMPA method, the marine predator algorithm (MPA) is able to search around optimal individuals when updating population positions. MPA is used to make the exploration and exploitation stages of PDO more valid and accurate. PDO is an algorithm inspired by the life of prairie dogs. Prairie dogs are adapted to colonizing in burrows underground. Prairie dogs have daily habits of eating, observing for predators, establishing fresh burrows, or preserving existing ones. Meanwhile, MPA is a duplication of marine predator life which is modeled mathematically. In order to validate the performance of the PDOMPA method, this article presents a comparative simulation of the objective function and the transient response of PSS. This research uses validation by comparing with conventional methods, Whale Optimization Algorithm (WOA), Grasshopper Optimization Algorithm (GOA), Marine Predator Algorithm (MPA), and Praire Dog Optimization (PDO). Based on the simulation results, PDOMPA presents fast convergence in some cases and shows optimal results compared to competitive algorithms. From the simulation results using load variations, it was found that the proposed method has the ability to reduce the average undershoot and overshoot of speed by 42.2% and 85.37% compared to the PSS-Lead Lag method. Meanwhile the average settling time value of speed is 50.7%.
Co-Authors A. Samrul Ilmun Nafik A.A. Ketut Agung Cahyawan W Abdillah , Moch. Zakariyah Achmad . Khoirudin Achmad Fahrur Rozi Achmad Imam Agung Achmad Imam Agung Achmad, Fendi Aditya Chandra Hermawan Agus Wiyono Ahmad . Nizar Akbar Sena Wijaya Alam Sulthonie Habibie Andi Muhammad Febrian Ramadhan Gazali Andika Dwi Wibowo Andy Muhammad Hanani Arfiyan Wildan Habibi Arif . Widodo Arif Widodo Arif Widodo aristyawan Nurdiansyah Aristyawan Putra Aristyawan Putra Nurdiansyah Aristyawan Putra Nurdiansyah Aruna Karunika Rindra Ary . Prastyawan Asto, I Gusti Putu Aziz, Januar Abdul Bagus Rio Rynaldo Bambang Suprianto . Beet, Anja Alfa Buditjahyanto, I Gusti Putu Asto Desi Arista Ratnasari Dewangga Yudhistira Dicky . Kurniawan Dimas Arya S.F Dimas Kusuma Putra Dluha, Moch. Fajrud Ekohariadi Ekohariadi Ekohariadi . Endryansyah . . Endryansyah . . Endryansyah Endryansyah Eppy . Yundra Eppy Yundra Fahmi . Alamsyah Falihul Fajri Al Faruq Fandik Agung Kurniawan Faris Dawwas fatihin, mohammad meizaki Fendi . Achmad Fijayanto, Ricky Fiqih Yerdian Alamsyah Fitria Nisa Andari Fransisca, Yulia Fridyatama, Dimas Arya Soeadyfa Habib Wildan Fahruri Hanif Wigung Nugroho Hapsari Peni Agustin Tjahyaningtijas I Gusti Putu Asto I Gusti Putu Asto Buditjahjanto Ibnu . Azhari Ibrohim Ibrohim ibrohim . Ismet Basuki Ita Mubarokah Jepri . Iswantoro Kanda Dias Nurmahandy Kiki Dwi Wijayanti Lilik Anifah Lilik Anifah Lusia Rakhmawati Lusia Rakhmawati Lusia Rakhmawati Lutfiyah Hidayati Mahendra Widyartono Miftahur Rohman Mochamad Jauhar Nur Ainul Sirojuddin Moh Aprilianto Nafian Mohamad . Bahtiar Mohammad Meizaki Fatihin Mohammad Meizaki Fatihin Muhamad Syariffuddien Zuhrie Muhammad Ilham Taufiqi Muhammad Syariffuddien Zuhrie Muhammad Syariffuddien Zuhrie, Muhammad Syariffuddien Muhammad Syariffudien Zuhrie MUHAMMAD THORIQ Muhammad Ulumul Khasan Muhammad Wildan Nur Karim Muhammad Yusril Muqorrobin Mulya Adi Prasetiya Mumtazusysyifa Maimunah Munoto Munoto Naufal Tri Wibowo Nofiatul . Khasanah Nugroho, Stefanus Adhie Nur . Kholis Nur Kholis Nur Kholis Nur Kholis Nurdiansyah, Aristyawan Nurdiansyah, Aristyawan Putra Nurdiansyah, Arityawan Putra Nurhayati . Nurhayati Nurhayati Nurhayati Nurhayati Nurhayati, . . Nurul Arrijal Fahmi Parama Diptya Widayaka Permata Dewata, Aqsal Renaldi Pradypta, Afrianzah PRASETYA DIMAS WARDHANA Prasetyo, Ilham Andhy Pratama, Handyesa Dika Prayuda Ari Guntoro Puput Wanarti Rusimamto Puput Wanarti Rusimamto Puput Wanarti Rusimamto Puspanto, Difa Andrian PUTRA NURDIANSYAH, ARISTYAWAN Putra, Aristyawan Putri, Wachidah Ramadhanty Putro, Wahyu Sasongko Rachmanda Aisah Putri Rachmat Agus Kurdyanto Raden Mohamad Herdian Bhakti Rahmadian, Reza Ramadhan Firdiyanto Firdaus Ribhi Atma Ivory Rifqi Firmansyah Rifqi Firmansyah Rifqi Firmansyah, Rifqi Rina Harimurti Rizki Zella Novita Sari Rizky . Susanto Rochman, Miftahur RR. Ella Evrita Hestiandari Rynaldo, Bagus Rio Satria, Farid Satria Septia Wahyuni Surya Ningsih Septian Eko Nugroho Soeparno Soeparno sri dwiyanti Subuh Isnur Haryudo SULISTIYO, EDY Suparji Suparji Tanjung, Riansyah Aras Tri Rijanto Tri Rijanto Unit Three Kartini Wahyu Tri Handoko Waty, Merlyn Royeni Wibawa, Ryo Chandra Aldi widi . aribowo widi . ariwibowo widi Ari bowo Widi Aribowo widi aribowo Wiwik Handayani Wiyli Yustanti YUNI YAMASARI Yunus Alam Suryatna Yuyun Suprapto Zuhrie, M. Syariffuddien