Fractional-order PID control of tipping in network congestion

被引:6
作者
He, Jiajin [1 ,2 ]
Xiao, Min [1 ,2 ]
Lu, Yunxiang [1 ,2 ]
Wang, Zhen [3 ]
Zheng, Wei Xing [4 ]
机构
[1] Nanjing Univ Posts & Telecommun, Coll Automation, Nanjing 210003, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Coll Artificial Intelligence, Nanjing 210003, Peoples R China
[3] Shandong Univ Sci & Technol, Coll Math & Syst Sci, Qingdao, Peoples R China
[4] Western Sydney Univ, Sch Comp Data & Math Sci, Sydney, Australia
基金
中国国家自然科学基金;
关键词
Network congestion; tipping; bifurcation; fractional order; PID controller; HOPF BIFURCATIONS; PD CONTROL; INTERNET; SYSTEMS; POINTS; MODEL;
D O I
10.1080/00207721.2023.2210143
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Tracing the rapid progress of communication network, the control of dynamic evolution of network has become a central issue. There are a lot of tipping phenomena in network congestion systems. Therefore, tipping control principally centres on traditional control policies, and some advanced control approaches need to be supplemented. In this paper, a fractional-order proportional-integral-derivative (PID) controller is introduced to a network congestion model to ponder corresponding bifurcation-induced tipping regulation. First, a fractional-order congestion model with fractional-order PID controller is constructed. Then the onset of the tipping induced by Hopf bifurcation of the uncontrolled model is studied. By contrast, the tipping point can be delayed under the controller for the controlled model. Some conditions under which Hopf bifurcation occurs are given. The stable and unstable ranges of control parameters for the controlled model are also deduced. At last, some simulated examples are given to verify the theoretical results and demonstrate the superiority of the controller in tipping regulation. Moreover, the bidirectional effects of the controller are displayed by manipulating the control parameters.
引用
收藏
页码:1873 / 1891
页数:19
相关论文
共 50 条
  • [21] Bifurcation control of a novel fractional-order gene regulatory network with incommensurate order and time delay
    Gao, Yuequn
    Li, Ning
    RESULTS IN PHYSICS, 2023, 53
  • [22] A New Fractional-order Map and Its Control
    Ouannas, Adel
    Khennaoui, Amina-Aicha
    Grassi, Giuseppe
    Viet-Thanh Pham
    Volos, Christos
    2019 8TH INTERNATIONAL CONFERENCE ON MODERN CIRCUITS AND SYSTEMS TECHNOLOGIES (MOCAST), 2019,
  • [23] Design of Non-overshooting Fractional-Order PD and PID Controllers for Special Case of Fractional-Order Plants
    Mohammadzadeh, Hamid Safikhani
    Tabatabaei, Mohammad
    JOURNAL OF CONTROL AUTOMATION AND ELECTRICAL SYSTEMS, 2019, 30 (05) : 611 - 621
  • [24] A Simple Frequency-domain Tuning Method of Fractional-order PID Controllers for Fractional-order Delay Systems
    Li, Xu
    Gao, Lifu
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2022, 20 (07) : 2159 - 2168
  • [25] Stability control of a fractional-order Morris-Lecar neuronal model via fractional-order washout filter
    Yue, Kelong
    Yang, Renhuan
    Yang, Xiuzeng
    Cai, Qingwen
    Shen, Chao
    Yang, Liu
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2022, 33 (09):
  • [26] Parametric Design of Optimal in Average Fractional-Order PID Controller in Flight Control Problem
    Panteleev, A. V.
    Letova, T. A.
    Pomazueva, E. A.
    AUTOMATION AND REMOTE CONTROL, 2018, 79 (01) : 153 - 166
  • [27] Nonlinear dynamics and chaos in fractional-order neural networks
    Kaslik, Eva
    Sivasundaram, Seenith
    NEURAL NETWORKS, 2012, 32 : 245 - 256
  • [28] Closed-Loop Iterative Optimized Fractional-Order PID Current Control of PMSM
    Fan, Hongjie
    Wei, Hongxing
    Xu, Dong
    Liu, Yupeng
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2025, 21 (02) : 1120 - 1129
  • [29] Stability Analysis and Bifurcation Control of a Delayed Incommensurate Fractional-Order Gene Regulatory Network
    Liu, Feng
    Dong, Ting
    Guan, Zhi-Hong
    Wang, Hua O.
    INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2020, 30 (06):
  • [30] Stability, bifurcation prediction and optimal control of a delayed integer-order small-world network based on the fractional-order PD control policy of variable order
    Tao, Binbin
    Xiao, Min
    Jiang, Guoping
    Cao, Jinde
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2020, 357 (15): : 10288 - 10311