Rancang Bangun Fuzzy-PID Controller pada Ball Balancing Table dengan Universal Joint berbasis NI MyRIO dan LabVIEW

HILDA KHOIRUNNISA, FITRIA SURYATINI, ADHITYA SUMARDI SUNARYA, AFAF FADHIL RIFAI, ANGGRAENI MULYADEWI, SENDI DIKA PRASENDA

Sari


ABSTRAK

Menyeimbangkan objek dinamis yang tidak stabil adalah salah satu masalah yang paling relevan dalam pembangunan sistem kendali otomatis. Metode ini dapat menghasilkan penelitian tentang efek dari suatu sistem kendali otomatis, atau melakukan pengaturan kendali pada suatu plant. Pada penelitian ini, akan dijelaskan bagaimana merancang sebuah ball balancing table (BBT) dan mengimplementasikan sistem kontrol otomasi ke dalamnya dengan menggunakan metode Fuzzy Logic dan PID Controller. Pada penelitian ini didapatkan kesimpulan bahwa pemasangan kendali Fuzzy Logic dan PID Controller memiliki efektifitas paling bagus dibandingkan dengan kendali close-loop ataupun kendali Fuzzy Logic dan PID Controller yang tidak dipasangkan bersamaan. Penggunaan metode Fuzzy Logic dan PID Controller yang menggunakan parameter trial and error dimana memasukkan nilai tuning manual yang dipasangkan pada ball balancing table dan NI MyRIO yang dirancang menghasilkan lama waktu menuju steady state paling singkat yaitu selama 8,7 detik, overshoot paling rendah, dan error yang hanya sebesar 0,4 terhadap nilai koordinat sumbu X dan sumbu Y.

Kata kunci: Ball Balancing Table, Fuzzy Logic, Kontrol PID, NI myRIO

 

ABSTRACT

Balancing unstable dynamic objects is one of the most relevant problems in the construction of automated control systems. This methode can provide research on the effects of an automatic control system, or carry out a control arrangement on a plant. In this study, will be explained how to design a ball balancing table (BBT) and implement an automation control system into it using Fuzzy Logic and PID Controls methods. And from this research it is concluded that the installation of Fuzzy Logic and PID Controller control has the best effectiveness compared to close-loop control or Fuzzy Logic and PID Controller that are not installed together. The application of the Fuzzy Logic Controller and PID method paired on the ball balancing table and NI MyRio that was designed resulted in the shortest steady state time of 8.7 seconds, the lowest overshoot, and an error of only 0.4 on the X-axis and Y-axis coordinate values.

Keywords: Ball Balancing Table, Fuzzy Logic, PID Controller, NI myRIO


Kata Kunci


Ball Balancing Table; Fuzzy Logic; Kontrol PID; NI myRIO

Teks Lengkap:

PDF

Referensi


Ali, H. I., Jassim, H. M., & Hasan, A. F. (2019). Optimal Nonlinear Model Reference Controller Design for Ball and Plate System. Arabian Journal for Science and Engineering, 44(8), 6757–6768.

Anggraeni, P., Khoirunnisa, H., Rizal, M. N., & Alfadhila, M. F. (2023). Implementation of WiFi Communication on Multi UAV for Leader-Follower Trajectory based on ROS. 5th International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2023, (pp. 697–702).

Anggraeni, P., Rizal, M. N., Khoirunnisa, H., & Kristian, T. (2023). Experimental of Quadcopter Trajectory Tracking Control Based ROS. MOTIVECTION : Journal of Mechanical, Electrical and Industrial Engineering, 5(1), 295–302.

Arifin, A., Musthofa, M. W., & Sugiyanto, S. (2013). Aplikasi Transformasi Laplace Pada Rangkaian Listrik. Jurnal Fourier, 2(1), 45.

Hamdoun, M., Abdallah, M. Ben, Ayadi, M., Rotella, F., & Zambettakis, I. (2021). Functional observer-based feedback controller for ball balancing table. SN Applied Sciences, 3(6), 2–10.

Han, J., & Liu, F. (2016). Positioning control research on Ball&Plate system based on Kalman filter. Proceedings - 2016 8th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2016, (pp. 420–424).

Iqbal, J., Khan, M. A., Tarar, S., Khan, M., & Sabahat, Z. (2005). Implementing ball balancing beam using digital image processing and fuzzy logic. Canadian Conference on Electrical and Computer Engineering, 2005(May), (pp. 2241–2244).

Jeon, J. H., & Hyun, C. H. (2017). Adaptive sliding mode control of ball and plate systems for its practical application. 2017 2nd International Conference on Control and Robotics Engineering, ICCRE 2017, (pp. 119–123).

Kassem, A., Haddad, H., & Albitar, C. (2015). Commparison Between Different Methods of Control of Ball and Plate System with 6DOF Stewart Platform. IFAC-PapersOnLine, 48(11 11), 47–52.

Kopichev, M. M., Putov, A. V., & Pashenko, A. N. (2019). Ball on the plate balancing control system. IOP Conference Series: Materials Science and Engineering, 638(1).

Kuncan, M., Kaplan, K., Acar, F., Malik, I., & Metin, K. H. (2016). Fuzzy Logic Based Ball on Plate Balancing System Real Time Control by Image Processing. International Journal of Natural and Engineering Sciences, 10(3), 28–32.

Mohammadi, A., & Ryu, J. C. (2020). Neural network-based PID compensation for nonlinear systems: ball-on-plate example. International Journal of Dynamics and Control, 8(1), 178–188.

Putra, I. N. T. A., Kartini, K. S., Sinariyani, N. K. A., & Maharani, N. (2021). Decision Support System For Determining The Type Of Workout Using The Fuzzy Analythical Hierarchy Process (F-AHP) In GYM STIKI. Telematika, 18(1), 73.

Sumega, M., Struharnansky, L., Gorel, L., & Pacha, M. (2018). Simulation and experimental study of ball position control at biaxial platform using state space approach. Communications - Scientific Letters of the University of Žilina, 20(1), 47–54.

Wang, Y., Sun, M., Wang, Z., Liu, Z., & Chen, Z. (2014). A novel disturbance-observer based friction compensation scheme for ball and plate system. ISA Transactions, 53(2), 671–678.




DOI: https://doi.org/10.26760/elkomika.v11i4.1089

Refbacks

  • Saat ini tidak ada refbacks.


_______________________________________________________________________________________________________________________

ISSN (cetak) : 2338-8323 | ISSN (elektronik) : 2459-9638

diterbitkan oleh :

Teknik Elektro Institut Teknologi Nasional Bandung

Alamat : Gedung 20 Jl. PHH. Mustofa 23 Bandung 40124

Kontak : Tel. 7272215 (ext. 206) Fax. 7202892

Surat Elektronik : jte.itenas@itenas.ac.id________________________________________________________________________________________________________________________

Statistik Pengunjung

Free counters!

Web

Analytics Made Easy - StatCounter

Lihat Statistik Jurnal

Jurnal ini terlisensi oleh Creative Commons Attribution-ShareAlike 4.0 International License.

Creative Commons License