Moldability Evaluation for Molded Parts Based on Fuzzy Reasoning

来源 :High Technology Letters | 被引量 : 0次 | 上传用户:jingjong
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Moldability evaluation for molded parts, which is the basis of concurrent design, is a key design stage in injection molding design. By moldability evaluation the design problems can be found timely and an optimum plastic part design achieved. In this paper, a systematic methodology for moldability evaluation based on fuzzy logic is proposed. Firstly, fuzzy set modeling for six key design attributes of molded parts is carried out respectively. Secondly, on the basis of this, the relationship between fuzzy sets for design attributes and fuzzy sets for moldability is established by fuzzy rules that are based on domain experts’ experience and knowledge. At last the integral moldability for molded parts is obtained through fuzzy reasoning. The neural network based fuzzy reasoning approach presented in this paper can improve fuzzy reasoning efficiency greatly, especially for system having a large number of rules and complicated membership functions. An example for moldability evaluation is given to show the feasibility of this proposed methodology. Moldability evaluation for molded parts, which is the basis of concurrent design, is a key design stage in injection molding design. moldability evaluation based on fuzzy logic is proposed. Secondly, on the basis of this, the relationship between fuzzy sets for design attributes and fuzzy sets for moldability is established. by fuzzy rules that are based on domain experts’ experience and knowledge. At last the integral moldability for molded parts is obtained through fuzzy reasoning. a large number of rules and complicated membership functions. An example for moldability evaluation is given to show the feasibility of this proposed methodology.
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