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 50 条
[21]   Decentralized robust output feedback control for control affine nonlinear interconnected systems [J].
Labibi, Batool ;
Marquez, Horado Jose ;
Chen, Tongwen .
JOURNAL OF PROCESS CONTROL, 2009, 19 (05) :865-878
[22]   Finite-Horizon Control-Constrained Nonlinear Optimal Control Using Single Network Adaptive Critics [J].
Heydari, Ali ;
Balakrishnan, Sivasubramanya N. .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2013, 24 (01) :145-157
[23]   Intelligent Digital Redesign for Nonlinear Interconnected Systems using Decentralized Fuzzy Control [J].
Koo, Geun Bum ;
Park, Jin Bae ;
Joo, Young Hoon .
JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2012, 7 (03) :420-428
[24]   Decentralized control for a class of interconnected delayed systems with nonlinear disturbance and control input saturation [J].
Yu, Zhongming ;
Chen, Keyu ;
Sun, Yue ;
Dai, Xin .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2023, 33 (14) :8769-8790
[25]   Decentralized Adaptive Control of Interconnected Nonlinear Systems with Unknown Control Directions and Actuator Failure [J].
Xu, Guiju ;
Huang, Jiangshuai ;
Su, Xiaojie .
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2019, 17 (01) :29-37
[26]   Reinforcement learning-based decentralized fault tolerant control for constrained interconnected nonlinear systems [J].
Zhao, Yanwei ;
Wang, Huanqing ;
Xu, Ning ;
Zong, Guangdeng ;
Zhao, Xudong .
CHAOS SOLITONS & FRACTALS, 2023, 167
[27]   Quantized Decentralized Adaptive Neural Network PI Tracking Control for Uncertain Interconnected Nonlinear Systems With Dynamic Uncertainties [J].
Sun, Haibin ;
Zong, Guangdeng ;
Ahn, Choon Ki .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 51 (05) :3111-3124
[28]   Finite-time optimal control for interconnected nonlinear systems [J].
Li, Yongming ;
Yang, Tingting ;
Liu, Lu ;
Feng, Gang ;
Tong, Shaocheng .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2020, 30 (08) :3451-3470
[29]   A predefined time decentralized adaptive tracking control method for interconnected nonlinear systems [J].
Song, Chang ;
Sun, Haibin ;
Hou, Linlin .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2023, 33 (13) :7986-8014
[30]   Decentralized Robust Global Prescribed Performance Control of Unknown Interconnected Nonlinear Systems [J].
Zhang, Jin-Xi ;
Song, Jun-Guo ;
Shi, Peng .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 71 (11) :14701-14711