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All Journal International Journal of Electrical and Computer Engineering IAES International Journal of Artificial Intelligence (IJ-AI) Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) JMM17: Jurnal Ilmu Ekonomi dan Manajemen Journal of Information Systems Engineering and Business Intelligence R.E.M (Rekyasa Energi Manufaktur) Jurnal Teknika: Engineering and Sains Journal Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control BAREKENG: Jurnal Ilmu Matematika dan Terapan ASRO JOURNAL - STTAL STTAL POSTGRADUATE - INTERNATIONAL CONFERENCE Limits: Journal of Mathematics and Its Applications International Journal of Computing Science and Applied Mathematics Zeta - Math Journal Prosiding Seminar Nasional Sains dan Teknologi Terapan Multitek Indonesia : Jurnal Ilmiah Care : Jurnal Ilmiah Ilmu Kesehatan Mathvision : Jurnal Matematika Systemic: Information System and Informatics Journal Education and Human Development Journal Community Development Journal Specta Journal of Technology REMIK : Riset dan E-Jurnal Manajemen Informatika Komputer Community Development Journal: Jurnal Pengabdian Masyarakat Indonesian Journal of Cultural and Community Development Indonesia Berdaya Walisongo Journal of Information Technology Jurnal Kedaymas Indexia : Informatics and Computational Intelligent Journal Islamic Banking : Jurnal Pemikiran dan Pengembangan Perbankan Syariah Pattimura International Journal of Mathematics (PIJMath) Semanggi: Jurnal Pengabdian kepada Masyarakat Prosiding Seminar Nasional Pengabdian Kepada Masyarakat
Teguh Herlambang
Universitas Nahdlatul Ulama Surabaya
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Journal : Specta Journal of Technology

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Optimization of Linear Quadratic Tracking (LQT) Weight Matrices Using Simulated Annealing Applied on Planar Arm Model Dinita Rahmalia; Teguh Herlambang; Sigit Pancahayani; Khozin Mu’tamar
SPECTA Journal of Technology Vol. 4 No. 3 (2020): SPECTA Journal of Technology
Publisher : LPPM ITK

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1123.239 KB) | DOI: 10.35718/specta.v4i3.193

Abstract

Optimal controls have been applied in this time. One of simple optimal control which will be analyzed in this research is planar arm model dynamic. The planar arm model dynamic consists of joint angles consisting of shoulder joint and elbow joint, angle velocities, and joint torquest due to passive muscle forces. There are control inputs from six muscles in the system. In this research, from planar arm model, it will be designed optimal control using Linear Quadratic Tracking (LQT). The objective function of planar arm model is we will minimimize two angles consisting of shoulder joint and elbow joint. In LQT, the value of performance index depends on the weight matrices so that we should optimize the weight matrices. In this research, the optimization of weight matrices in planar arm model will be applied by Simulated Annealing. The Simulated Annealing method is based on the simulation of thermal annealing of critically heated solids. Based on simulation results, Simulated Annealing can optimize the weight matrices in LQT so that it results optimal performance index with angle as state solution can follow the reference and we also obtain optimal controls from six muscle forces applied.
Co-Authors Abdul Muhith Abdul Muhith, Abdul Afiananda Rizky Afib Rulyansah Ahmad Syafiq Kamil Andy Suryowinoto Andy Suryowinoto Andy Suryowinoto Atika Fatmawati Azmi Khulama Devi Azmi Khulmala Devi Berny Pebo Tomasouw Candra Ningrat Denis Fidita Dennis V. Madrigal Dian Adrianto Dian Adrianto Diecky Adzkiya Dieky Adzkiya Dike Bayu Magfira Dike Bayu Magfira Dinita Rahmalia Dinita Rahmalia Dinita Rahmalia, Dinita Dyah Siwi Hety Elisa Qotrunnada Erna Apriliani Fajar Annas Susanto Fajar Annas Susanto Fajar Annas Susanto Fajar Annas Susanto Fajar Annas Susanto Fajar Annas Susanto Fajar Annas Susanto Hendro Nurhadi Hendro Nurhadi Hendro Nurhadi I Wayan Surya Merta Ima Kurniastuti Ismanto Hadi Santoso Ismanto Hadi Susanto Jauharotur Rihlah Karya, Denis Fidita Khozin Mu'tamar Kresna Oktafianto Kresna Oktafianto Leni Yuliana Leni Yuliana M. Yushak Anshori Maulana Bayu Mayga Kiki Moch Zakaria Moh. Saiful Hakiki Moh. Saiful Hakiki Mohamad Rijal Iskandar Zhulqurnain Mohamad Yusak Anshori Mohammad Syaiful Pradana, Mohammad Syaiful Mokhamad Ramadani Ilham Akbar Muhammad Nur Candra Muhammad Sawal Baital Mukhtar Adinugroho Mukhtar Adinugroho Mutia Annisaa’ Firdaus Puspandam Katias Puspandam Katias Rachma Rizqina Reizano Amri Rasyid Rita Sari Riyan Sisiawan Putra S. Subchan Septiyan Dias Anggoro Sigit Pancahayani Sri Hartatik Subchan Subchan Subchan Subchan Subchan Subchan Subchan Subchan Supriyanto Supriyanto Teay Shawyun Thomy Eko Saputro Tomasouw, Berny Pebo Tri Deviasari Wulan Tri Deviasari Wulan Wulan Yudianto, Firman