Applying Fuzzy Logic and Neural Networks to Total Hand Evaluation for Knitted Fabrics

초록

By using objective test system such as KES-FB system for evaluation the mechanical properties of fabrics, it is possible ot establish hand evaluation soft ware, which helps to understand objective rating in mutual communication about the quality of a fabric among different sectors within the industry. There are, however, several problem in determining the total hand value of knitted fabric quality such as difficult of measurement, geographical climate, cultural things and application method. Total hand evaluation in the knitted fabrics obtained from touch and apperance are influenced by the mental and mechanical properties of the expert. In this research, we concentrated on the objective and applicable total hand value of the current outwear knit using fuzzy logistics and neural network to classify rate in knit fabrics.