Cross-coupled fuzzy logic control for multiaxis machine tools

Zong-Mu Yeh, Y. S. Tarng, Y. S. Lin

Research output: Contribution to journalArticle

24 Citations (Scopus)

Abstract

This paper presents a design and implementation case study that focuses on contour control of a biaxial CNC machine tools. Since, it is difficult to obtain an accurate nonlinear mathematical model of cross-coupled multiaxis machine tools, here we investigate an alternative to conventional approaches where we employ cross-coupled fuzzy logic controllers for improving the contouring accuracy of multiaxis CNC machine tools. A new fuzzy rule-generated method which is based on a performance index of the contour error obtained from an on-line estimation algorithm is proposed. An adapted output scale factor is adopted to improve the system performance. Experimental results have shown that the desired contouring accuracy can be achieved, and the proposed approach outperforms over uncoupled approaches. In conventional control, increasing contour feedrate for productivity may result in larger contour errors. However, the experimental results have shown that the performance of the proposed approach is still quite good with increasing contour feedrate.

Original languageEnglish
Pages (from-to)663-675
Number of pages13
JournalMechatronics
Volume7
Issue number8
Publication statusPublished - 1997 Jan 1

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Machine tools
Fuzzy logic
Fuzzy rules
Productivity
Mathematical models
Controllers

ASJC Scopus subject areas

  • Mechanical Engineering
  • Computer Science Applications
  • Electrical and Electronic Engineering

Cite this

Yeh, Z-M., Tarng, Y. S., & Lin, Y. S. (1997). Cross-coupled fuzzy logic control for multiaxis machine tools. Mechatronics, 7(8), 663-675.

Cross-coupled fuzzy logic control for multiaxis machine tools. / Yeh, Zong-Mu; Tarng, Y. S.; Lin, Y. S.

In: Mechatronics, Vol. 7, No. 8, 01.01.1997, p. 663-675.

Research output: Contribution to journalArticle

Yeh, Z-M, Tarng, YS & Lin, YS 1997, 'Cross-coupled fuzzy logic control for multiaxis machine tools', Mechatronics, vol. 7, no. 8, pp. 663-675.
Yeh, Zong-Mu ; Tarng, Y. S. ; Lin, Y. S. / Cross-coupled fuzzy logic control for multiaxis machine tools. In: Mechatronics. 1997 ; Vol. 7, No. 8. pp. 663-675.
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