摘要
随着3D打印技术的日益成熟,用户开始通过使用云服务平台来完成产品的个性化定制,然而在3D打印云服务平台的体系下,存在着大量创意设计资源浪费的现象,因而对浪费的资源再利用十分重要。对此从用户需求角度出发,基于语义关系图筛选出创意资源的文本关键词,通过语义相似度算法进行需求匹配,然后结合创意价值评估体系筛选出需求最优解供用户进行再利用。最后通过实验仿真,验证了该方法的适用性和有效性,该方法可以提高的创意设计资源的利用率,节约成本和提高利润,能够有效提高企业的产品个性化定制服务水平。
With the increasing maturity of3D printing technology,users begin to customize products by using cloud service platform.However,under the system of 3D printing cloud service platform,a large number of creative design resources are wasted,so it is very important to reuse wasted resources.From the perspective of user needs,text keywords of creative resources were screened out based on semantic relational graph and semantic similarity algorithm was used to match demands.Then,the optimal demand solution was screened out for users to reuse in combination with the creative value evaluation system.Finally,through experimental simulation,the applicability and effectiveness of the method are verified.The method can improve the utilization rate of creative design resources,save costs and increase profits,and effectively improve the level of product customization service of enterprises.
作者
张世淼
邵宏宇
郭伟
鲁浩东
ZHANG Shi-miao;SHAO Hong-yu;GUO Wei;LU Hao-dong(School of Mechanical Engineering Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education,Tianjin University,Tianjin 300354,China)
出处
《机械设计与制造》
北大核心
2022年第8期28-32,共5页
Machinery Design & Manufacture
基金
国家重点研发计划(2017YFB1104202)。
