Performance improvement for networked control system with nonlinear control action

被引:1
|
作者
Tefili, Diego [1 ,2 ]
Aoki, Alexandre Rasi [2 ]
Leandro, Gideon Villar [2 ]
Ribeiro, Eduardo Parente [2 ]
机构
[1] Inst Fed Parana, R Eng Tourinho 829, Campo Largo, PR, Brazil
[2] Univ Fed Parana, Ave Cel Francisco H dos Santos 100, Curitiba, PR, Brazil
关键词
Networked control systems; Fuzzy control; Dropout compensation; FUZZY CONTROL; DELAY;
D O I
10.1007/s40435-020-00745-5
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Great versatility can be achieved with the use of wireless networked control, but communication errors and channel congestion must be taken into account. Random delays and packet dropouts can degrade control performance. This paper describes a controller design strategy to reduce the effects of sensor data loss in control feedback loops. A fuzzy controller is compared to a classic PID controller to verify reference tracking performance in the presence of packet dropouts. Losses are treated by two common compensation methods: zero input and hold input. To avoid adjustment bias for any of the controllers, tuning is performed by a genetic algorithm that minimizes the difference between actual and desired output. The obtained fuzzy controller presents better tolerance to higher losses, which is observed in the reduction of response error peaks. Hard clipping the classic PID output also improves performance.
引用
收藏
页码:1100 / 1106
页数:7
相关论文
共 50 条
  • [1] Performance improvement for networked control system with nonlinear control action
    Diego Tefili
    Alexandre Rasi Aoki
    Gideon Villar Leandro
    Eduardo Parente Ribeiro
    [J]. International Journal of Dynamics and Control, 2021, 9 : 1100 - 1106
  • [2] Analyses and improvement of networked measurement and control system performance
    Li, L
    Li, FB
    [J]. ICEMI'2003: PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOLS 1-3, 2003, : 1180 - 1183
  • [3] Fuzzy Neural Network Control for Nonlinear Networked Control System
    E Da-zhi
    Pan Feng
    Chen Da-li
    Xue Ding-yu
    [J]. CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 1569 - 1573
  • [4] Stability of Nonlinear Networked Control System with Uncertainties
    Zhang, Yingwei
    Chen, Xue
    Meng, Qingfeng
    [J]. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2010, 29 (06) : 1041 - 1060
  • [5] Stability of Nonlinear Networked Control System with Uncertainties
    Yingwei Zhang
    Xue Chen
    Qingfeng Meng
    [J]. Circuits, Systems and Signal Processing, 2010, 29 : 1041 - 1060
  • [6] Using AQM for Performance Improvement of Networked Control Systems
    Azadegan, Masoumeh
    Beheshti, Mohammad T. H.
    Tavassoli, Babak
    [J]. INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2015, 13 (03) : 764 - 772
  • [7] Using AQM for performance improvement of networked control systems
    Masoumeh Azadegan
    Mohammad T. H. Beheshti
    Babak Tavassoli
    [J]. International Journal of Control, Automation and Systems, 2015, 13 : 764 - 772
  • [8] Dissipative Control for Networked Nonlinear System with Random Delay
    Lin, Qiongbin
    Cai, Fenghuang
    Yang, Fuwen
    Wang, Wu
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 8824 - 8828
  • [9] Analysis and performance improvement of motor speed control system with nonlinear friction
    Iwasaki, M
    Kitoh, Y
    Matsui, N
    [J]. ELECTRICAL ENGINEERING IN JAPAN, 1996, 117 (06) : 63 - 73
  • [10] Adaptive Prescribed Performance Control for Nonlinear Networked Teleoperation System under Time Delay
    Yang Yana
    Hua Changchun
    Guan Xinping
    [J]. 2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 5608 - 5613