Application of Fuzzy Pushdown Automaton on Prediction of Quality Control for Spinning Yarn

Application of FPDA on quality prediction

Authors

  • QingE Wu Zhengzhou University of Light Industry
  • Xing Wang Zhengzhou University of Light Industry
  • Zhiwu Chen Zhengzhou University of Light Industry
  • Hu Chen Zhengzhou University of Light Industry
  • Dong Sun Zhengzhou University of Light Industry
  • Zhenyu Han Zhengzhou University of Light Industry

DOI:

https://doi.org/10.5755/j01.itc.50.1.25412

Keywords:

Fuzzy pushdown automaton (FPDA), Decision reasoning rule, Quality control, Prediction, Spinning yarn

Abstract

In order to perform better recognition, tracking and control for fuzzy and uncertain thing, this paper will design a suitable fuzzy pushdown automaton (FPDA) control method to solve the problem. Firstly, the control design structure of FPDA and the decision reasoning rules in control are given. Secondly, the application of FPDA in prediction of quality control for spinning yarn is discussed in the practical problem. Finally, the comparison of FPDA and other control methods on the target control is given. The simulation results show that the control speed and the average precision of designed FPDA are faster by12ms and higher by 4.98% than that of traditional method, which its control precision is 96.87%.

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Published

2021-03-25

Issue

Vol. 50 No. 1 (2021)

Section

Articles

License

Copyright terms are indicated in the Republic of Lithuania Law on Copyright and Related Rights, Articles 4-37.