Mathematical comparison of defuzzification of fuzzy logic controller for smart washing machine

Authors

  • Md Azharul Islam Department of Mathematics, University of Rajshahi, Rajshahi, Bangladesh
  • Md Sahadat Hossain Department of Mathematics, University of Rajshahi, Rajshahi, Bangladesh

DOI:

https://doi.org/10.3329/jbas.v46i1.56864

Keywords:

Fuzzy number, Fuzzy logic controller, Defuzzication method, Fuzzy rule base, MATLAB simulation.

Abstract

This is the age of modern science where different kinds of gadgets are used for the betterment of humanity. Various electronic, intelligence systems are invented via modern technology where FLC (Fuzzy Logic Controller) is used to develop their intelligence systems. Nowadays, FLC is widely used in uncertainty and robust development systems. Two inputs and one output have been used in this paper. Also, various defuzzification methods are used to determine the washing time of a smart washing machine. Finally, the performance of the various defuzzification methods has been compared mathematically. This work has been simulated by using the MATLAB toolbox.

J. Bangladesh Acad. Sci. 46(1); 1-8: June 2022

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Published

2022-06-29

How to Cite

Islam, M. A., & Hossain, M. S. . (2022). Mathematical comparison of defuzzification of fuzzy logic controller for smart washing machine. Journal of Bangladesh Academy of Sciences, 46(1), 1–8. https://doi.org/10.3329/jbas.v46i1.56864

Issue

Vol. 46 No. 1 (2022)

Section

Research Articles