Data-Driven Based Asynchronous Motor Control for Printing Servo Systems

被引:0
作者
Bian, Min [1 ]
Guo, Qingyun [1 ]
机构
[1] Beijing Inst Graph Commun, Sch Elect & Mech, Beijing 102600, Peoples R China
来源
PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MECHANICAL ENGINEERING AND CONTROL SYSTEMS (MECS2015) | 2016年
关键词
data-driven; precision motion control; servo system; iterative learning control ILC; LINEAR MOTORS; DESIGN; FORCE;
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
Modern digital printing equipment aims to the environmental-friendly industry with high dynamic performances and control precision and low vibration and abrasion. High performance motion control system of printing servo systems was required. Control system of asynchronous motor based on data acquisition was proposed. Iterative learning control (ILC) algorithm was studied. PID control was widely used in the motion control. However, it was sensitive to the disturbances and model parameters variation. The ILC applied the history error data and present control signals to approximate the control signal directly in order to fully track the expect trajectory without the system models and structures. The motor control algorithm based on the ILC and PID was constructed and simulation results were given. The results show that data-driven control method is effective dealing with bounded disturbances for the motion control of printing servo systems.
引用
收藏
页码:175 / 179
页数:5
相关论文
共 14 条
[1]   Iterative learning control for discrete-time systems with exponential rate of convergence [J].
Amann, N ;
Owens, DH ;
Rogers, E .
IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 1996, 143 (02) :217-224
[2]   Robust H2/H∞ Control strategy for Linear Markovian Jump Systems [J].
Bian, Min ;
Guo, Qingyun .
DEVELOPMENT OF INDUSTRIAL MANUFACTURING, 2014, 525 :646-652
[3]  
Cao R M, 2010, CONTROL THEORY APPL, V29, P310
[4]   Virtual reference direct design method: An off-line approach to data-based control system design [J].
Guardabassi, GO ;
Savaresi, SM .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2000, 45 (05) :954-959
[5]   Optimal design of auxiliary poles to minimize detent force of permanent magnet linear synchronous motor [J].
Jin, Sang-Min ;
Zhu, Yu-Wu ;
Lee, Sung-Hyung ;
Cho, Yun-Hyun .
INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS, 2010, 33 (1-2) :589-595
[6]   Dynamic sliding mode control design [J].
Koshkouei, AJ ;
Burnham, KJ ;
Zinober, ASI .
IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 2005, 152 (04) :392-396
[7]   Precise position control of tubular linear motors with neural networks and composite learning [J].
Naso, David ;
Cupertino, Francesco ;
Turchiano, Biagio .
CONTROL ENGINEERING PRACTICE, 2010, 18 (05) :515-522
[8]  
Qing Hu, 2008, P INT C EL MACH SYST, P428
[9]   Comments on active disturbance rejection control [J].
Sun, Dong .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2007, 54 (06) :3428-3429
[10]   Micro-positioning of linear-piezoelectric motors based on a learning nonlinear PID controller [J].
Tan, KK ;
Lee, TH ;
Zhou, HXX .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2001, 6 (04) :428-436