Comparison and analysis of defuzzification methods of a fuzzy controller to maintain the cane level during cane juice extraction

Author

Vyas, Deepali ; Misra, Yogesh ; Kamath, H.R.

Author_Institution

Mody Univ. of Sci. & Technol., Lakshmangarh, India

fYear

2015

fDate

2-3 Jan. 2015

Firstpage

102

Lastpage

106

Abstract

Implementation of Fuzzy Logic in sugar industry will provide a new method to overcome various problems and increase the overall efficiency of sugar industries. The fuzzification, rule base and defuzzification are the key elements of a fuzzy system. Apart from fuzzification and defining rule there are numerous ways of defuzzification. This paper deals with the analysis and a comparative study of different deffuzification methods used for a three input fuzzy controller. The fuzzy controller developed and simulated for different deffuzification method by using Fuzzy Tool Box provided by MATLAB version 7.7 (R2008b).

Keywords

fuzzy control; knowledge based systems; production control; sugar industry; MATLAB version 7.7; cane juice extraction; cane level maintainance; defuzzification method; fuzzy logic controller; fuzzy tool box; rule base system; sugar industry; Educational institutions; Fuzzy logic; Fuzzy systems; MATLAB; Method of moments; Process control; Sugar industry; Deffuzification; Fuzzy Controller; Fuzzy Logic; MATLAB; Sugar Industry;

fLanguage

English

Publisher

ieee

Conference_Titel

Signal Processing And Communication Engineering Systems (SPACES), 2015 International Conference on

Conference_Location

Guntur

Type

conf

DOI

10.1109/SPACES.2015.7058225

Filename

7058225