Recent Survey of Large-Scale Systems: Architectures, Controller Strategies, and Industrial Applications

被引:45
作者
Kordestani, Mojtaba [1 ]
Safavi, Ali Akbar [2 ]
Saif, Mehrdad [1 ]
机构
[1] Univ Windsor, Dept Elect & Comp Engn, Windsor, ON N9B 3P4, Canada
[2] Shiraz Univ, Sch Elect & Comp Engn, Shiraz 7134851154, Iran
来源
IEEE SYSTEMS JOURNAL | 2021年 / 15卷 / 04期
基金
加拿大自然科学与工程研究理事会;
关键词
Decentralized control; Large-scale systems; Fuzzy logic; Uncertainty; Computer architecture; Backstepping; Robustness; Control structures; large-scale systems (LSSs); MODEL-PREDICTIVE CONTROL; OUTPUT-FEEDBACK CONTROL; HIERARCHICAL CONTROL; DISTRIBUTED CONTROL; NONLINEAR-SYSTEMS; DECENTRALIZED CONTROL; ADAPTIVE-CONTROL; TRACKING CONTROL; CONTROL SCHEME; NETWORK;
D O I
10.1109/JSYST.2020.3048951
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Complex, dynamical systems, often of a high order, composed of several interconnected subsystems, are referred to as large-scale systems (LSSs). This article presents a survey of the most common LSS architectures. The article then proceeds to discuss conventional control schemes, including decentralized, distributed, and hierarchical structures for these LSSs. Finally, some relevant and recent application domains such as power systems, transportation systems, and industrial processes are outlined. The article concludes by outlining some possible future research and development directions.
引用
收藏
页码:5440 / 5453
页数:14
相关论文
共 124 条
[21]   Semi-decentralized nonlinear cooperative control strategies for a network of heterogeneous autonomous underwater vehicles [J].
Enayat, Maria ;
Khorasani, Khashayar .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2017, 27 (16) :2688-2707
[22]   Transformation of Optimal Centralized Controllers Into Near-Globally Optimal Static Distributed Controllers [J].
Fattahi, Salar ;
Fazelnia, Ghazal ;
Lavaei, Javad ;
Arcak, Murat .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 64 (01) :66-80
[23]   Multi-agent distributed model predictive control with fuzzy negotiation [J].
Francisco, M. ;
Mezquita, Y. ;
Revollar, S. ;
Vega, P. ;
De Paz, Juan F. .
EXPERT SYSTEMS WITH APPLICATIONS, 2019, 129 :68-83
[24]   Optimization of Communication Network Topology in Distributed Control Systems Subject to Prescribed Decay Rate [J].
Gaeini, Nozhatalzaman ;
Amani, Ali Moradi ;
Jalili, Mahdi ;
Yu, Xinghuo .
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 51 (08) :4277-4285
[25]   Cooperation-Driven Distributed Control Scheme for Large-Scale Wind Farm Active Power Regulation [J].
Gao, Xiaodan ;
Meng, Ke ;
Dong, Zhao Yang ;
Wang, Dongxiao ;
El Moursi, Mohamed Shawky ;
Wong, Kit Po .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2017, 32 (03) :1240-1250
[26]   Robust model predictive control of a class of uncertain nonlinear systems with application to typical CSTR problems [J].
Ghaffari, V. ;
Naghavi, S. Vahid ;
Safavi, A. A. .
JOURNAL OF PROCESS CONTROL, 2013, 23 (04) :493-499
[27]   An Efficient Optimization Approach to Real-Time Coordinated and Integrated Freeway Traffic Control [J].
Ghods, Amir Hosein ;
Fu, Liping ;
Rahimi-Kian, Ashkan .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2010, 11 (04) :873-884
[28]   Decentralized Convergence to Nash Equilibria in Constrained Deterministic Mean Field Control [J].
Grammatico, Sergio ;
Parise, Francesca ;
Colombino, Marcello ;
Lygeros, John .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 61 (11) :3315-3329
[29]   Distributed Optimal Traffic Lights Design for Large-Scale Urban Networks [J].
Grandinetti, Pietro ;
Canudas-de-Wit, Carlos ;
Garin, Federica .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2019, 27 (03) :950-963
[30]   Subspace Identification of Large-Scale Interconnected Systems [J].
Haber, Aleksandar ;
Verhaegen, Michel .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2014, 59 (10) :2754-2759