Optimized Hierarchical Sliding Mode Control for the Swing-Up and Stabilization of a Rotary Inverted Pendulum

被引:1
作者
Pham, Duc-Binh [1 ]
Dao, Quy-Thinh [1 ]
Nguyen, Thi-Van-Anh [1 ]
机构
[1] Hanoi Univ Sci & Technol, Sch Elect & Elect Engn, Hanoi 100000, Vietnam
来源
AUTOMATION | 2024年 / 5卷 / 03期
关键词
hierarchical sliding mode control; rotary inverted pendulum; particle swarm optimization; tuning controller; swing-up and stabilization;
D O I
10.3390/automation5030017
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a study on controlling a rotary inverted pendulum (RIP) system using a hierarchical sliding mode control (HSMC) approach. The objective is to swing up and stabilize the pendulum at a desired position. The proposed HSMC controller addresses the underactuation challenge through a hierarchical structure of sliding surfaces. The particle swarm optimization (PSO) algorithm is used to optimize the controller parameters. Simulations were performed to evaluate the performance of the HSMC controller at different initial pendulum angles, demonstrating its effectiveness in achieving swing-up and stabilization. The integration of the PSO algorithm enhances the controller's adaptability and robustness, emphasizing the benefits of combining optimization algorithms with controller parameter tuning for underactuated systems like the RIP.
引用
收藏
页码:282 / 296
页数:15
相关论文
共 25 条
[1]   Intelligent Frequency Control in an AC Microgrid: Online PSO-Based Fuzzy Tuning Approach [J].
Bevrani, H. ;
Habibi, F. ;
Babahajyani, P. ;
Watanabe, M. ;
Mitani, Y. .
IEEE TRANSACTIONS ON SMART GRID, 2012, 3 (04) :1935-1944
[2]   PID control for chaotic synchronization using particle swarm optimization [J].
Chang, Wei-Der .
CHAOS SOLITONS & FRACTALS, 2009, 39 (02) :910-917
[3]   Real-Time Control of a Rotary Inverted Pendulum using Robust LQR-based ANFIS Controller [J].
Chawla, Ishan ;
Singla, Ashish .
INTERNATIONAL JOURNAL OF NONLINEAR SCIENCES AND NUMERICAL SIMULATION, 2018, 19 (3-4) :379-389
[4]   Aggregated Hierarchical Sliding Mode Control for a Spatial Ridable Ballbot [J].
Dinh Ba Pham ;
Lee, Soon-Geul .
INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, 2018, 19 (09) :1291-1302
[5]   Adaptive fuzzy sliding mode control of an actuator powered by two opposing pneumatic artificial muscles [J].
Duong, Minh-Duc ;
Pham, Quang-Thuyet ;
Vu, Tuan-Chien ;
Bui, Ngoc-Tam ;
Dao, Quy-Thinh .
SCIENTIFIC REPORTS, 2023, 13 (01)
[6]   Stabilization of unstable equilibrium point of rotary inverted pendulum using fractional controller [J].
Dwivedi, Prakash ;
Pandey, Sandeep ;
Junghare, Anjali S. .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2017, 354 (17) :7732-7766
[7]   Robust Flatness-Based Tracking Control for a "Full-Bridge Buck Inverter-DC Motor" System [J].
Garcia-Chavez, Rogelio Ernesto ;
Silva-Ortigoza, Ramon ;
Hernandez-Guzman, Victor Manuel ;
Marciano-Melchor, Magdalena ;
Orta-Quintana, Angel Adrian ;
Garcia-Sanchez, Jose Rafael ;
Taud, Hind .
IEEE ACCESS, 2023, 11 :119396-119408
[8]  
Kennedy J, 1995, 1995 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS PROCEEDINGS, VOLS 1-6, P1942, DOI 10.1109/icnn.1995.488968
[9]   Self-Tuning Control of Manipulator Positioning Based on Fuzzy PID and PSO Algorithm [J].
Liu, Ying ;
Jiang, Du ;
Yun, Juntong ;
Sun, Ying ;
Li, Cuiqiao ;
Jiang, Guozhang ;
Kong, Jianyi ;
Tao, Bo ;
Fang, Zifan .
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2022, 9
[10]   Adaptive finite-time command-filtered backstepping sliding mode control for stabilization of a disturbed rotary-inverted-pendulum with experimental validation [J].
Mofid, Omid ;
Alattas, Khalid A. ;
Mobayen, Saleh ;
Vu, Mai The ;
Bouteraa, Yassine .
JOURNAL OF VIBRATION AND CONTROL, 2023, 29 (5-6) :1431-1446