Decentralized finite-horizon suboptimal control for nonlinear interconnected dynamic systems using SDRE approach

被引:13
作者
Feydi, Ahmed [1 ]
Elloumi, Salwa [1 ]
Jammazi, Chaker [2 ]
Braiek, Naceur Benhadj [1 ]
机构
[1] Univ Carthage, Ecole Polytech Tunisie, Lab Syst Avances, Tunis, Tunisia
[2] Univ Carthage, Ecole Polytech Tunisie, Lab Ingn Math, Tunis, Tunisia
关键词
Decentralized suboptimal control; decentralized finite-state-dependent Riccati equation; interconnected nonlinear systems; Lyapunov theory; DESIGN; STABILIZATION;
D O I
10.1177/0142331218820916
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 introduces a new approach to ensure the decentralized horizon suboptimal control of interconnected nonlinear systems based on the decentralized finite-state-dependent Riccati equation. This approach is, in fact, a new extension of the state-dependent Riccati equation technique with a finite horizon for the case of large-scale nonlinear systems, which are characterized by the interconnection of n subsystems. The main finding in this work is the use of the Lyapunov direct method of stability analysis, associated with a quadratic function, in order to determine a new sufficient condition to guarantee the global asymptotic stability of the studied systems. We conducted advanced simulations of this new control method on three interconnected inverted pendulums. Our results demonstrate its efficiency and the sufficiency of the new stability conditions.
引用
收藏
页码:3264 / 3275
页数:12
相关论文
共 34 条
[1]   Fixed final time optimal control approach for bounded robust controller design using Hamilton-Jacobi-Bellman solution [J].
Adhyaru, D. M. ;
Kar, I. N. ;
Gopal, M. .
IET CONTROL THEORY AND APPLICATIONS, 2009, 3 (09) :1183-1195
[2]  
Ayari M, 2018, T I MEAS CONTROL, V41, P701
[3]   Optimal fixed-levels control for nonlinear systems with quadratic cost-functionals [J].
Azhmyakov, Vadim ;
Cabrera Martinez, Javier ;
Poznyak, Alexander .
OPTIMAL CONTROL APPLICATIONS & METHODS, 2016, 37 (05) :1035-1055
[4]   Robust optimal motion planning approach to cooperative grasping and transporting using multiple UAVs based on SDRE [J].
Babaie, Raziyeh ;
Ehyaie, Amir Farhad .
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2017, 39 (09) :1391-1408
[5]  
Banks HT, 2007, COMPUT OPTIM APPL, V37, P177, DOI [10.1007/s10589-007-9015-2, 10.1007/S10589-007-9015-2]
[6]   OPTIMAL-CONTROL AND STABILIZATION FOR NONLINEAR-SYSTEMS [J].
BANKS, SP ;
MHANA, KJ .
IMA JOURNAL OF MATHEMATICAL CONTROL AND INFORMATION, 1992, 9 (02) :179-196
[7]   A Sum of Squares Approach for Polynomial Fuzzy Observer Design for Polynomial Fuzzy Systems with Unknown Inputs [J].
Chibani, Ali ;
Chadli, Mohammed ;
Braiek, Naceur Benhadj .
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2016, 14 (01) :323-330
[8]  
Cimen T., 2008, 17 IFAC WORLD C, V41, P3761, DOI DOI 10.3182/20080706-5-KR-1001.00635
[9]  
Cloutier JR, 1997, P AMER CONTR CONF, P932, DOI 10.1109/ACC.1997.609663
[10]  
Dragomir S S, 2003, RGMIA Monographs