APPLICATION OF THE TAGUCHI METHOD TO THE DESIGN OF A ROBOT SENSOR

被引:4
|
作者
ROWLANDS, H
PHAM, DT
机构
[1] University of Wales College of Cardiff, School of Engineering, Systems Division, Cardiff, CF21XH, P.O. Box 917, Newport Road
关键词
EXPERIMENTAL DESIGN; TAGUCHI METHOD; ROBOT SENSOR;
D O I
10.1017/S0263574700018695
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This paper considers the use of the Taguchi method as a means to identify the optimum design of a robot sensor. The sensor is modelled by a complex set of equations which makes optimisation using traditional calculus-based methods difficult. The Taguchi method is employed as a systematic method to understand the performance of the sensor whilst using a limited number of model evaluations. The Taguchi method is based on the experimental design technique and the results of using a full factorial design, 1/2 and 1/4 fractional factorial designs are compared. The advantage of using the Taguchi method over traditional experimental techniques is also discussed.
引用
收藏
页码:607 / 617
页数:11
相关论文
共 50 条
  • [1] Tolerance design of robot parameters using Taguchi method
    Rout, B. K.
    Mittal, R. K.
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2006, 20 (08) : 1832 - 1852
  • [2] Application of the Taguchi Method to the Design of Circular Antenna Arrays
    Babayigit, Bilal
    Senyigit, Ercan
    [J]. 2015 9TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ELECO), 2015, : 342 - 345
  • [3] Robust Design of a Bimetallic Micro Thermal Sensor Using Taguchi Method
    Akbarzadeh, Alireza
    Kouravand, Shahriar
    Imani, Behnam Moetakef
    [J]. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2013, 157 (01) : 188 - 198
  • [4] Robust Design of a Bimetallic Micro Thermal Sensor Using Taguchi Method
    Alireza Akbarzadeh
    Shahriar Kouravand
    Behnam Moetakef Imani
    [J]. Journal of Optimization Theory and Applications, 2013, 157 : 188 - 198
  • [5] Application of Taguchi method to robust design of BLDC motor performance
    Wang, HT
    Liu, ZJ
    Chen, SX
    Yang, JP
    [J]. IEEE TRANSACTIONS ON MAGNETICS, 1999, 35 (05) : 3700 - 3702
  • [6] Application of Taguchi Method in Optimization of New Hydroforming Die Design
    Hosseinzadeh, Morteza
    Bakhshi-Jooybari, Mohammad
    Shakeri, Mohsen
    Mostajeran, Hamid
    Gorji, Hamid
    [J]. STEEL RESEARCH INTERNATIONAL, 2010, 81 (09) : 647 - 650
  • [7] Application of the Taguchi method to chip scale package (CSP) design
    Mertol, A
    [J]. IEEE TRANSACTIONS ON ADVANCED PACKAGING, 2000, 23 (02): : 266 - 276
  • [8] An application of Taguchi method of experimental design for new product design and development process
    Antony, J
    Perry, D
    Wang, CB
    Kumar, M
    [J]. ASSEMBLY AUTOMATION, 2006, 26 (01) : 18 - 24
  • [9] Robust Design of Bimetallic ZnO Nanofilm SPR Sensor using Taguchi Method
    Mei, G. S.
    Mohamad, N. R.
    Jamil, N. A.
    Dee, C. F.
    Hamzah, A. A.
    Menon, P. S.
    [J]. 2020 IEEE ELECTRON DEVICES TECHNOLOGY AND MANUFACTURING CONFERENCE (EDTM 2020), 2020,
  • [10] The Application of the Grey-based Taguchi Method to Optimize the Global Performances of the Robot Manipulator
    Lim, Hyunseop
    Hwang, Soonwoong
    Shin, Kyoosik
    Han, Changsoo
    [J]. IEEE/RSJ 2010 INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2010), 2010,