Interval Type-2 Fuzzy Logic Washing Machine

Abstract

By using fuzzy logic controller, one can control uncertain system where uncertainty exists on the input parameters. Generally, the delay in the system may cause time shift which disturbs the stability of the system. Therefore, the time delay systems with uncertainty can be represented by type-2 fuzzy logic controller. In this paper, the reference values are considered as intervals and automatic selection of detergent intake needed for good washing is proposed by using interval type-2 fuzzy controller for the washing machine. Also transportation delay has been analyzed with the support of four different defuzzification methods and it is observed that Wu-Mendal uncertainty bound method gives better result to keep the system stabilized than other methods.

Applications of Fuzzy Logics in Modern Systems: A Simple Survey

“…Additionally, In [1] we may determine a wash time for varying degrees and types of filth by utilising fuzzy logic control. The traditional approach needed human intervention to determine when various clothing should be washed.…”

“…In 2017, a low cost floor cleaning mobile robot, automated by fuzzy logic was introduced by [5] Hossen.J, Sayeed.S, Bhuvaneswari.T. Fuzzy logic control of washing machine was introduced by Agarwal.M [1] . In 2018, [4] Hossein Ahmadi, Marsha Golamzadeh investigated a systematic and meta -analysis review on diseases diagnosis using fuzzy logic method.…”

Interval type-2 fuzzy aggregation operator in decision making and its application

“…This block gets input from the summing point as error values and delivers the calculated output to the process Roselin [39] Which is capable of having automatic inputs and desired output using type-1 fuzzy logic controller Massod [27] Analysis has been done for fixing washing time according to the type of cloths Stammingera et al [46] The parameters are crisp numbers and the desired output is obtained in terms of percentage and the standard units like temperature Nagarajan et al [33,34] Interval type-2 fuzzy logic controller has been used to automate the amount of detergent intake and stability has been analyzed using four different defuzzification methods and concluded the better method. Also the parameters have been considered as triangular interval type-2 fuzzy numbers and the desired output is obtained using the score values of the inputs Proposed method Humidity control in the polyhouse has been analyzed Using interval type-2 fuzzy logic control system Based on the proposed aggregation operator…”

“…Stammingera et al [46], done the durability test for washing machines. The stability of the intelligent system using an interval type-2 fuzzy controller can be done effectively [33,34]. Nagarajan et al [33,34] proposed interval type-2 fuzzy logic washing machine.…”

“…The stability of the intelligent system using an interval type-2 fuzzy controller can be done effectively [33,34]. Nagarajan et al [33,34] proposed interval type-2 fuzzy logic washing machine. Haghrah [16] proposed a novel Python toolkit fir interval type-2 fuzzy logic systems.…”