Fuzzy auto-tuning PID control of multiple joint robot driven by ultrasonic motors

被引:40
|
作者
Sun, Zhijun
Xing, Rentao
Zhao, Chunsheng
Huang, Weiqing
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Mech & Elect Engn, Nanjing 210016, Peoples R China
[2] Nanjing Univ Aeronaut & Astronaut, Precis Driving Lab, Nanjing 210016, Peoples R China
基金
中国国家自然科学基金;
关键词
robot; fuzzy control; PID control; ultrasonic motor;
D O I
10.1016/j.ultras.2007.04.001
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
A three-joint robot is directly driven by ultrasonic motors with advantage of high torque at low speed. The speed of the ultrasonic motors is actually controlled by regulating their operating frequencies. The kinematic and kinetic analyses of the robot have been carried out using Adams. Due to the lack of accurate control model of ultrasonic motors and the time-varying motor parameters, a fuzzy auto-tuning proportional integral derivative (PID) controller for the robot is experimented, in which a simple method to tune parameters of the PID type fuzzy controller on-line is developed and a new position-speed feedback strategy is proposed and implemented. The effectiveness of the proposed control strategy and fuzzy logic controller is verified by experimental investigation. (c) 2007 Elsevier B. V. All rights reserved.
引用
收藏
页码:303 / 312
页数:10
相关论文
共 50 条
  • [41] Auto-tuning PID control of dissolved oxygen in a saccharomyces cerevisiae fermentation
    Jones, Karl
    Williams, David
    Goodier, Alan
    Measurement and Control, 1996, 29 (09): : 266 - 269
  • [42] Auto-tuning PID/PI control and its application to paper basis weight control
    Tang, Wei
    Shi, Songjiao
    Wang, Mengxiao
    Chung-kuo Tsao Chih/China Pulp and Paper, 2002, 21 (02): : 31 - 35
  • [43] Novel design method for the ball mill pulverizing system based on fuzzy reasoning and auto-tuning PID control
    Li, XF
    Zhang, JH
    Zhu, DY
    Zhang, C
    NEW TECHNOLOGIES FOR COMPUTER CONTROL 2001, 2002, : 473 - 478
  • [44] Auto-tuning interactive multiple model
    Ng, GW
    Lau, A
    How, KY
    ACQUISITION, TRACKING, AND POINTING XII, 1998, 3365 : 131 - 138
  • [45] Decoupling Fan Control with PID Auto-Tuning for Cooling a Multivariable Server System
    Lee, Chengming
    Chen, Rongshun
    JOURNAL OF THE CHINESE SOCIETY OF MECHANICAL ENGINEERS, 2015, 36 (03): : 191 - 201
  • [46] Teaching PID Auto-Tuning Using a Low-Cost Control Kit
    Ibrahim, Dogan
    Abu Hasna, Jamal F.
    INTERNATIONAL JOURNAL OF ENGINEERING EDUCATION, 2013, 29 (01) : 239 - 247
  • [47] The system identification and PID auto-tuning for unstable processes
    Zhao Yongguo
    Jia Lei
    Cai Wenjian
    ICIEA 2008: 3RD IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, PROCEEDINGS, VOLS 1-3, 2008, : 176 - +
  • [48] A new simple auto-tuning method for PID controllers
    Vrancic, D
    Peng, YB
    Petrovcic, J
    NEW TRENDS IN DESIGN OF CONTROL SYSTEMS 1997, 1998, : 463 - 468
  • [49] Swarm-based Auto-tuning of PID Posicast Control for Uncertain Systems
    Oliveira, Josenalde
    Oliveira, Paulo Moura
    Pinho, Tatiana M.
    Boaventura-Cunha, Jose
    2017 25TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2017, : 1299 - 1303