Title :
Study on the Composition Optimum Design of Ceramic Die Material with Genetic Algorithm
Author :
Zhang, Jingjie ; Xu, Chonghai
Author_Institution :
Sch. of Mech. Eng., Shandong Inst. of Light Ind., Jinan, China
Abstract :
Using Genetic Algorithm to optimize mechanical properties of ceramic die material, the best volume fraction of each mechanical property can be obtained respectively. And the best volume fraction of comprehensive mechanical properties also can be obtained by multi-objective optimization. Experimental results of the material fabrication indicate that the developed ceramic material possesses good comprehensive mechanical properties when the volume fraction of SiC is 14.6% and Ti(C,N) is 15.2%. It proves that the method proposed in the present study is reasonable and feasible not only for the SiC/Ti(C,N)/Al2O3 material but also for design of other advanced ceramic materials.
Keywords :
ceramics; genetic algorithms; mechanical properties; ceramic die material; composition optimum design; genetic algorithm; material fabrication; multi-objective optimization; Algorithm design and analysis; Ceramics industry; Composite materials; Computer industry; Genetic algorithms; Genetic mutations; Mechanical engineering; Mechanical factors; Microstructure; Silicon carbide; ceramic die material; composition; genetic algorithm; mechanical property; optimization;
Conference_Titel :
Natural Computation, 2009. ICNC '09. Fifth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3736-8
DOI :
10.1109/ICNC.2009.588