AI based study on product development and process design

被引:14
|
作者
Lei, Ying [1 ]
Vyas, Sonali [2 ]
Gupta, Shaurya [3 ]
Shabaz, Mohammad [3 ]
机构
[1] Lanzhou City Univ, Coll Fine Arts & Design, Lanzhou 730070, Gansu, Peoples R China
[2] Univ Petr & Energy Studies, Dehra Dun, Uttarakhand, India
[3] Chandigarh Univ, Dept Comp Sci Engn, Mohali, India
关键词
CAD; CAM; Artificial intelligence; Alloying model; Quasi-Newton method; Production operation; INTELLIGENCE; MODEL;
D O I
10.1007/s13198-021-01404-4
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
With the advancement in technology the environment of modern product design has also undergone significant changes, which are mainly reflected in the following aspects: The product life cycle is shortened, the user demand tends to be personalized, and the proportion of multivariate small batch production increases To avoid the problems existing in product development and process design, an Artificial intelligence design model based on nonlinear programming is established, and then transformed into a linear programming problem while solving. Nonlinear programming helps to find the extreme of a function under a set of equality and inequality constraints and then is transformed to linear programming problem using AI. Finally, the design and implementation process of the RH alloying model are described. The results show that making full use of the rich design and cultural resources provided by contemporary information technology, designing and creating products with more human nature connotations can not only improve people's application ability to high and new technologies, but also enrich people's cultural and emotional life. The effectiveness of the algorithm and the superiority of the software operation are proved by an application example.
引用
收藏
页码:305 / 311
页数:7
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