Furuta Pendulum - a Tensor Product Model-based Design Approach Case Study

被引:13
作者
Grof, Patricia [1 ]
Yam, Yeung [1 ]
机构
[1] Chinese Univ Hong Kong, Dept Mech & Automat Engn, Hong Kong, Hong Kong, Peoples R China
来源
2015 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2015): BIG DATA ANALYTICS FOR HUMAN-CENTRIC SYSTEMS | 2015年
关键词
Tensor Product model; LMIs; convex optimization; Furuta pendulum;
D O I
10.1109/SMC.2015.458
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The main purpose of this paper to demonstrate how to apply basic convex optimization on robot controller design specifically on the example of the inverted Furuta pendulum. The work shows how convex optimization can be implemented and that the Tensor Product-based approach could be easily applied for robot stabilization. The design stages are shown from the quasi Linear Parameter Varying form of the Lagrange-Euler equations through giving a deeper insight into Tensor Product model transformation until the optimal control problem formulation via Linear Matrix Inequalities. The design method is well supported by TPtool and CVX MatLab toolboxes that are both convenient to use. Numerical simulations have also been performed to show the power of the computational solution of robot stabilization.
引用
收藏
页码:2620 / 2625
页数:6
相关论文
共 21 条
  • [1] Swinging up a pendulum by energy control
    Åström, KJ
    Furuta, K
    [J]. AUTOMATICA, 2000, 36 (02) : 287 - 295
  • [2] Output feedback control of two-dimensional aeroelastic system
    Baranyi, P
    [J]. JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2006, 29 (03) : 762 - 767
  • [3] TP model transformation as a way to LMI-based controller design
    Baranyi, P
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2004, 51 (02) : 387 - 400
  • [4] From differential equations to PDC controller design via numerical transformation
    Baranyi, P
    Tikk, D
    Yam, Y
    Patton, RJ
    [J]. COMPUTERS IN INDUSTRY, 2003, 51 (03) : 281 - 297
  • [5] Baranyi P., 2013, TENSOR PRODUCT MODEL
  • [6] Baranyi P, 2009, SAMI: 2009 7TH INTERNATIONAL SYMPOSIUM ON APPLIED MACHINE INTELLIGENCE AND INFORMATICS, P56
  • [7] Boyd S, 1994, Studies in applied mathematics, V15
  • [8] A multilinear singular value decomposition
    De Lathauwer, L
    De Moor, B
    Vandewalle, J
    [J]. SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2000, 21 (04) : 1253 - 1278
  • [9] Furuta K., 1991, Proceedings IECON '91. 1991 International Conference on Industrial Electrlnics, Control and Instrumentation (Cat. No.91CH2976-9), P2193, DOI 10.1109/IECON.1991.239008
  • [10] Furuta K., 1992, J SYSTEMS CONTROL EN, V206, P263, DOI DOI 10.1243/PIME