IAES International Journal of Artificial Intelligence (IJ-AI)
Vol 11, No 3: September 2022

Four inputs-one output fuzzy logic system for washing machine

Nurain Zulaikha Husin (Universiti Malaysia Perlis)
Muhammad Zaini Ahmad (Universiti Malaysia Perlis)
Mustafa Mamat (Universiti Sultan Zainal Abidin)



Article Info

Publish Date
01 Sep 2022

Abstract

The presence of fuzzy logic system on washing machine becomes a demand in every home as it simplifies human work. The uses of washing machine will facilitate the user, reduce electricity consumption, washing time and water intake. Thus, in this paper, fuzzy logic system is used to determine the washing time by considering four different inputs, which are type of fabric, type of dirt, dirtiness of fabric and weight of load. The possible rules from the input variables are developed by combining all the variables using fuzzy IF-THEN rule. Referring to the Mamdani inference engine, a minimum membership function from input parts is truncated to the output for each of the rules. Next, the maximum membership function from the output is aggregated and the washing time can be calculated by using centroid method. The comparison is done by comparing the washing time of four input variables with three input variables.

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Journal Info

Abbrev

IJAI

Publisher

Subject

Computer Science & IT Engineering

Description

IAES International Journal of Artificial Intelligence (IJ-AI) publishes articles in the field of artificial intelligence (AI). The scope covers all artificial intelligence area and its application in the following topics: neural networks; fuzzy logic; simulated biological evolution algorithms (like ...