Anti-disturbance composite tracking control for a coupled two-tank MIMO process with experimental studies

被引:0
作者
Gouta, Houssemeddine [1 ]
Al-Ashek, Waseem Haysam [1 ]
Saad, Basem [1 ]
机构
[1] British Appl Coll, Dept Elect & Elect Engn, Umm Al Quwain, U Arab Emirates
关键词
Model predictive control; real-time control; exponential stability; disturbance observer; comparative study; experimental validation; PREDICTIVE CONTROL; SYSTEM; REJECTION; OBSERVER;
D O I
10.1080/00051144.2022.2059207
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Coupled multiple-tank systems are very important for a wide range of industrial applications due to their unique uses. However, the liquid level control for the coupled two-tank multi-input multi-output (MIMO) system is quite challenging because it has strong nonlinearity and coupling, and it is susceptible to multiple external disturbances. For this process, this paper proposes a novel anti-disturbance control strategy consisting on a nonlinear composite hierarchical anti-disturbance predictive control (CHADPC). First, a model-based explicit nonlinear model predictive controller (ENMPC) is designed assuming that all disturbances are measurable and its global exponential stability is proved. Then, a nonlinear disturbance observer (DO) is designed to estimate the lumped disturbances. The composite controller handling the estimated disturbances is then proposed. Finally, simulation and experimental tracking control tests under perturbations and comparisons with recently reported works have been carried out to highlight the promising performance of the proposed ENMPC and CHADPC schemes.
引用
收藏
页码:593 / 604
页数:12
相关论文
共 28 条
[1]   Model-free active input-output feedback linearization of a single-link flexible joint manipulator: An improved active disturbance rejection control approach [J].
Abdul-Adheem, Wameedh Riyadh ;
Ibraheem, Ibraheem Kasim ;
Humaidi, Amjad J. ;
Azar, Ahmad Taher .
MEASUREMENT & CONTROL, 2021, 54 (5-6) :856-871
[2]   Decoupled control scheme for output tracking of a general industrial nonlinear MIMO system using improved active disturbance rejection scheme [J].
Abdul-Adheem, Wameedh Riyadh ;
Ibraheem, Ibraheem Kasim .
ALEXANDRIA ENGINEERING JOURNAL, 2019, 58 (04) :1145-1156
[3]  
Alex J., 1999, 1999 European Control Conference (ECC). Proceedings, P3746
[4]   Novel adaptive impedance control for exoskeleton robot for rehabilitation using a nonlinear time-delay disturbance observer [J].
Brahmi, Brahim ;
Driscoll, Mark ;
El Bojairami, Ibrahim K. ;
Saad, Maarouf ;
Brahmi, Abdelkrim .
ISA TRANSACTIONS, 2021, 108 :381-392
[5]   Disturbance-Observer-Based Control and Related Methods-An Overview [J].
Chen, Wen-Hua ;
Yang, Jun ;
Guo, Lei ;
Li, Shihua .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 63 (02) :1083-1095
[6]   Optimal control of nonlinear systems: a predictive control approach [J].
Chen, WH ;
Ballance, DJ ;
Gawthrop, PJ .
AUTOMATICA, 2003, 39 (04) :633-641
[7]   A nonlinear disturbance observer for robotic manipulators [J].
Chen, WH ;
Ballance, DJ ;
Gawthrop, PJ ;
O'Reilly, J .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2000, 47 (04) :932-938
[8]   On the centrality of disturbance rejection in automatic control [J].
Gao, Zhiqiang .
ISA TRANSACTIONS, 2014, 53 (04) :850-857
[9]   Experimental sensorless control for a coupled two-tank system using high gain adaptive observer and nonlinear generalized predictive strategy [J].
Gouta, Houssemeddine ;
Said, Salim Hadj ;
Turki, Amani ;
M'Sahli, Faouzi .
ISA TRANSACTIONS, 2019, 87 :187-199
[10]   Model-based Predictive and Backstepping controllers for a state coupled four-tank system with bounded control inputs: A comparative study [J].
Gouta, Houssemeddine ;
Said, Salim Hadj ;
M'sahli, Faouzi .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2015, 352 (11) :4864-4889