PID Controller Design Based on BPNN for Helicopter Vibration Attenuation

被引:0
|
作者
Ji, Wei [1 ]
Tian, Bailing [1 ]
Zong, Qun [1 ]
Chen, Yu [1 ]
机构
[1] Tianjin Univ, Sch Elect & Informat Engn, Tianjin 300072, Peoples R China
来源
2021 PROCEEDINGS OF THE 40TH CHINESE CONTROL CONFERENCE (CCC) | 2021年
基金
中国国家自然科学基金;
关键词
Helicopter; Trailing Edge Flaps; Vibration; PID; BP neural network; HARMONIC-CONTROL; REDUCTION;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In recent years, trailing-edge flaps piezo-actuated has been considered a valid approach for the design of active rotor controller aiming at the attenuation of helicopter vibration and at the improvement of rotor performance.The paper study a hinged helicopter rotor model with TEF as modeling object, a control-oriented model suitable for controller design is established, comparing foreign data and system identicification. In this paper, a vibration reduction control algorithm consists of two parts-PID for controller design and BPNN (back propagation neural network) for the online adjustment of the controller parameters and improve the self-adaptability of the system. The numerical Simulation results show that compared with H infinity control strategy, the method combining PID and BPNN has better vibration reduction effect.
引用
收藏
页码:2045 / 2050
页数:6
相关论文
共 50 条
  • [41] Optimal Placement of Actuator for Vibration Suppression Based on Intelligent PID Controller
    Hadi, Muhamad Sukri
    Mokhtar, Nadzirah Mohd
    Darus, Intan Zaurah Mat
    2020 IEEE 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT ENERGY AND POWER SYSTEMS (IEPS), 2020, : 237 - 241
  • [42] Fuzzy Self-tuning PID Controller for an Unmanned Helicopter
    Gong Xing
    Wang Lifeng
    Meng Zhijun
    2015 34TH CHINESE CONTROL CONFERENCE (CCC), 2015, : 3635 - 3641
  • [43] Fuzzy PID controller: Design, tuning and comparison with conventional PID controller
    Khan, Asim Ali
    Rapal, Nishkam
    2006 IEEE INTERNATIONAL CONFERENCE ON ENGINEERING OF INTELLIGENT SYSTEMS, 2006, : 471 - 476
  • [44] Design of Equivalent Fuzzy PID Controller From The Conventional PID Controller
    Manikandan, R.
    Arulprakash, A.
    Arulmozhiyal, R.
    2015 INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION, COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICCICCT), 2015, : 356 - 362
  • [45] Optimal controller design for a birotor helicopter
    Nekrouf, Sadek
    Chekroun, Soufyane
    PRZEGLAD ELEKTROTECHNICZNY, 2021, 97 (11): : 93 - 96
  • [47] Modeling and Controller Design for Helicopter Dynamics
    Rasheed, Abdur
    2017 INTERNATIONAL CONFERENCE ON OPEN SOURCE SYSTEMS & TECHNOLOGIES (ICOSST), 2017, : 1 - 9
  • [48] Design of Servo Motor Controller Device for Antenna Stabilization Based on PID Controller
    Saputra, Hendri Maja
    Nurhakim, Abdurrahman
    Mardanies, Midriem
    2019 INTERNATIONAL CONFERENCE ON COMPUTER, CONTROL, INFORMATICS AND ITS APPLICATIONS (IC3INA), 2019, : 162 - 165
  • [49] Demystify PID controller design
    Schene, C
    de la Torre, V
    Waters, M
    CONTROL ENGINEERING, 2004, 51 (07) : IP10 - +
  • [50] Predictive PID controller design
    Uduehi, D
    Ordys, A
    Grimble, M
    PROCEEDINGS OF THE 2001 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS (CCA'01), 2001, : 612 - 617