Pendubot controls using Linear Quadratic Regulator Combined Fuzzy
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Abstract
Pendubot is a model with control input smaller than the number of free levels and a high degree of nonlinearity, which is difficult to control. Since Pendubot does not have a very complicated mechanical structure, many researchers use it to test control algorithms in laboratories. In this paper, the authors use linear algorithms based on Fuzzy Linear Quadratic Regulator to solve the equilibrium problem at the TOP position of Pendubot model. The main idea of this method is to use fuzzy algorithms associated with genetic algorithms to select control parameters for the Linear Quadratic Regulator. Simulations on Matlab Simulink and experiments in TOP position yield linking 1 and 2 at 90 degrees and 0 degrees, respectively.
Article Details
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Keywords
Pendubot, SIMO model, LQR algorithm, fuzzy algorithm, balance control
References
[2]. Vũ Đình Đạt, Huỳnh Xuân Dũng, Phan Văn Kiểm, Nguyễn Minh Tâm, Nguyễn Văn Đông Hải (2017), “Điều khiển mờ-trượt cho hệ pendubot”, Tạp chí công nghệ Đà Nẵng, (số 11), tr. 12-16.
[3]. Nguyễn Thị Phương Hà (2016), Lý thuyết điều khiển hiện đại, NXB Đại học Quốc gia Thành phố Hồ Chí Minh.
[4]. Huỳnh Thái Hoàng (2014), Hệ thống điều khiển thông minh, NXB Đại học Quốc gia Thành phố Hồ Chí Minh.
[5]. Phan Việt Hùng (2013), Nghiên cứu cánh tay Robot thiếu dẫn động hai bậc tự do- Pendubot, Luận án Thạc Sĩ, Trường Đại học Đà Nẵng, Đà Nẵng.
[6]. Xuan Dung Huynh, Duong Khanh Linh Huynh, Dinh Dat Vu, Thanh Phuong Nguyen, Minh Tam Nguyen, Van Dong Hai Nguyen (2017), “Application of fuzzy algorithm in optimizing hierarchical sliding mode control for pendubot system”, International Journal of Robotica & Management, No.2, pp. 8-12.
[7]. Hoang Chinh Tran, Minh Tam Nguyen, Van Dong Hai Nguyen (2017), “Application of PID-FUZZY control for pendubot”, Journal of Technical Education Science, (44A), pp. 61-67.
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