Robust Fine-Tuned PID Controller using Taguchi Method for Regulating DC Motor Speed

被引:0
作者
Dewantoro, Gunawan [1 ]
机构
[1] Satya Wacana Christian Univ, Fac Elect & Comp Engn, Salatiga, Indonesia
来源
2015 7TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND ELECTRICAL ENGINEERING (ICITEE) | 2015年
关键词
PID controller; fine-tuning; Taguchi method; optimization; DESIGN;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The finest design of the proportional-integral derivative ( PID) controller plays an important role in achieving a satisfactory response of any rotational electro-mechanical system. This paper presents an optimal design of the PID controller in the DC motor by using the Taguchi method. The proportional gain, the integral gain, the derivative gain constitute the search space for the optimization problem. The objective of PID optimization is to minimize the integral squared error of the step response. The predicted optimum values of the control variables are determined by the Taguchi method using analysis of means. Analysis of variance ( ANOVA) is used to select the most significant control parameters. Computer simulation shows that the performance of fine-tuned PID controller using Taguchi method is better than that of traditional open loop Ziegler-Nichols technique.
引用
收藏
页码:173 / 178
页数:6
相关论文
共 23 条
  • [1] [Anonymous], 2011, INT J ADV ENG SCI TE
  • [2] Optimum Design of Tubular Permanent-Magnet Motors for Thrust Characteristics Improvement by Combined Taguchi-Neural Network Approach
    Ashabani, Mahdi
    Mohamed, Yasser Abdel-Rady I.
    Milimonfared, Jafar
    [J]. IEEE TRANSACTIONS ON MAGNETICS, 2010, 46 (12) : 4092 - 4100
  • [3] Astrom K., 1994, PID CONTROLLER THEOR, P120
  • [4] Astrom K.J., 1995, PID CONTROLLERS
  • [5] Aung WP, 2007, PROC WRLD ACAD SCI E, V26, P299
  • [6] Dewantoro G, 2011, IEEE INT CONF FUZZY, P884
  • [7] Haung G., 2008, P INT C AUD LANG IM, P400
  • [8] Optimal Design of an SPM Motor Using Genetic Algorithms and Taguchi Method
    Hwang, Chang-Chou
    Lyu, Li-Yang
    Liu, Cheng-Tsung
    Li, Ping-Lun
    [J]. IEEE TRANSACTIONS ON MAGNETICS, 2008, 44 (11) : 4325 - 4328
  • [9] Optimization of injection-molded light guide plate with microstructures by using reciprocal comparisons
    Kuo, Chung-Feng Jeffrey
    Dewantoro, Gunawan
    Huang, Chung-Ching
    [J]. JOURNAL OF INTELLIGENT MANUFACTURING, 2015, 26 (04) : 677 - 690
  • [10] Multi-objective optimization of laser-scribed micro grooves on AZO conductive thin film using Data Envelopment Analysis
    Kuo, Chung-Feng Jeffrey
    Vu, Huy Quang
    Gunawan, Dewantoro
    Lan, Wei-Luen
    [J]. OPTICS AND LASER TECHNOLOGY, 2012, 44 (06) : 1959 - 1970