Title :
The Optimum Method on Craft Parameters of Plastic Injection Based on Synthesis Relation Degree and Ant Colonies Algorithm
Author :
Huang Fengli ; Xu Jinhong ; Gu Jinmei
Author_Institution :
Jiaxing Univ., Jiaxing, China
Abstract :
Aiming at two quality factors (warpage quantity and shrinkage rate) of the plastic injection process, the optimum method on craft parameters of plastic injection based on synthesis relation degree, Kriging model and adaptive genetic-ant colonies algorithm is provided. The definition and calculation method of synthesis relation degree are given at first, and the approximate model based on Kriging model and genetic-ant colonies algorithm are given also. In the case study of plastic injection of fruit plate, the range of craft parameters and the deciding method of design variables based on orthogonal experiment are given, then the approximate model is gotten by Hyper-Latin square experiment and Kriging method, the optimum result is gotten by genetic-ant algorithm. According to the CAE and actual experiment of plastic injection, it shows that the optimum result of plastic injection is reliability, and has good practical meaning.
Keywords :
computer aided engineering; genetic algorithms; injection moulding; production engineering computing; statistical analysis; CAE; Hyper-Latin square experiment; Kriging model; craft parameters; fruit plate; genetic ant colony algorithm; plastic injection; quality factors; shrinkage rate; warpage quantity; Algorithm design and analysis; Automation; Design optimization; Genetic algorithms; Injection molding; Mechatronics; Network synthesis; Neural networks; Plastics; Response surface methodology; ant colonies algorithm; fuzzy chance constrained; fuzzy simulated;
Conference_Titel :
Measuring Technology and Mechatronics Automation (ICMTMA), 2010 International Conference on
Conference_Location :
Changsha City
Print_ISBN :
978-1-4244-5001-5
Electronic_ISBN :
978-1-4244-5739-7
DOI :
10.1109/ICMTMA.2010.408
