Title :
An optimal design method for complex structural components based on intelligent inference
Author :
Zhelin Wang ; Suna Yan ; Zhihui Qiu ; Hao Zhang
Author_Institution :
Sch. of Mech. Eng., Xi´an Jiaotong Univ., Xi´an, China
fDate :
July 30 2013-Aug. 2 2013
Abstract :
A optimal design method based on intelligent inference is proposed aiming at the existing deficiency such as large design space, low solving efficiency and poor quality caused by many characteristic parameters of complex structural components. By numerical simulation technology and DOE (Design of Experiment), the components are simulated under multi-conditions. The decision table of multidisciplinary simulation data is obtained through the discretization of continuous simulation data by clustering analysis. Then the design parameter characteristics are backtracked to guide the multidisciplinary design optimization of the components by using data mining technology. Finally, this method is verified through a case study on a cylinder head of inline4 engine.
Keywords :
backtracking; data mining; design engineering; design of experiments; engine cylinders; inference mechanisms; numerical analysis; structural engineering computing; DOE; backtracking; clustering analysis; complex structural components; data mining technology; design of experiment; design parameter characteristics; inline4 engine cylinder head; intelligent inference; numerical simulation; optimal design method; Analytical models; Data models; Engines; Optimization; Solid modeling; Structural engineering; Topology; backtracking of design parameter characteristics; complex structural components; multidisciplinary design optimization;
Conference_Titel :
Assembly and Manufacturing (ISAM), 2013 IEEE International Symposium on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4799-1656-6
DOI :
10.1109/ISAM.2013.6643504
