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The purpose of this experiment is to model the spirality of single jersey cotton knit fabric by using fuzzy expert system. Spirality is a very common inherent problem in single jersey knit fabric and it has an obvious influence on both the aesthetic and functional performance of knitwear. Knitting stitch and yarn count are two important variables that strongly influence the spirality. So, these two parameters have been used as inputs and spirality has been treated as output for construction the fuzzy expert system. The model demonstrates the relationship and interactions between input and output variables in complex field of knit fabric manufacturing. The model developed in this research has been proved by trial data. The authors found that developed model can be applied to predict the spirality of knit fabric fruitfully.